From 7884b0e0ac658c3772363286cb585384a86d3894 Mon Sep 17 00:00:00 2001 From: Daniel Bevenius Date: Mon, 17 Nov 2025 15:19:34 +0100 Subject: [PATCH 001/119] sampling : add support for backend sampling This commit adds support for performing sampling operations on the backend (e.g. GPU) as part of the model computation graph. The motivation for this feature is to enable sampling to be performed directly on the backend as part of the computation graph being executed, allowing for some or all of the sampling to be done on the backend. For example, the backend sampler chain might select/sample a token directly in which case only the sampled token needs to be transferred from device memory to host memory. It is also possible for the backend samplers to perform filtering of the logits, or compute and filter the probability distribution, in which case only the filtered logits or probabilites need to be transferred back to system memory for further processing by CPU samplers. Currently the backend sampling works in a similar manner to how pooling works, it is a function that is called by build_graph and the sampler operations become part of the models computation graph. --- common/arg.cpp | 15 + common/common.cpp | 3 + common/common.h | 7 + common/llguidance.cpp | 16 +- common/sampling.cpp | 91 +++- common/sampling.h | 7 + include/llama.h | 90 ++++ src/CMakeLists.txt | 1 + src/llama-backend-sampler.cpp | 489 +++++++++++++++++++++ src/llama-context.cpp | 395 ++++++++++++++--- src/llama-context.h | 22 + src/llama-graph.cpp | 125 ++++++ src/llama-graph.h | 60 ++- src/llama-model.cpp | 3 + src/llama-sampling.cpp | 429 ++++++++++++++----- src/llama-sampling.h | 3 + tests/CMakeLists.txt | 12 + tests/test-backend-sampler.cpp | 760 +++++++++++++++++++++++++++++++++ 18 files changed, 2334 insertions(+), 194 deletions(-) create mode 100644 src/llama-backend-sampler.cpp create mode 100644 tests/test-backend-sampler.cpp diff --git a/common/arg.cpp b/common/arg.cpp index 430ab45dfe..ab3386b1df 100644 --- a/common/arg.cpp +++ b/common/arg.cpp @@ -1501,6 +1501,21 @@ common_params_context common_params_parser_init(common_params & params, llama_ex params.sampling.grammar = json_schema_to_grammar(json::parse(schema)); } ).set_sparam()); + add_opt(common_arg( + {"--backend-sampling"}, + "enable backend sampling (default: disabled)", + [](common_params & params) { + params.sampling.backend_sampling = true; + } + ).set_sparam()); + add_opt(common_arg( + {"--backend-dist"}, + "perform final (distribution) sampling on backend (default: disabled)", + [](common_params & params) { + params.sampling.backend_dist = true; + params.sampling.backend_sampling = true; + } + ).set_sparam()); add_opt(common_arg( {"--pooling"}, "{none,mean,cls,last,rank}", "pooling type for embeddings, use model default if unspecified", diff --git a/common/common.cpp b/common/common.cpp index 4dc95dcba2..c31619ac36 100644 --- a/common/common.cpp +++ b/common/common.cpp @@ -8,6 +8,7 @@ #include "common.h" #include "log.h" #include "llama.h" +#include "sampling.h" #include #include @@ -956,6 +957,8 @@ struct common_init_result common_init_from_params(common_params & params) { const llama_vocab * vocab = llama_model_get_vocab(model); auto cparams = common_context_params_to_llama(params); + cparams.samplers = params.backend_samplers; + cparams.n_samplers = params.n_backend_samplers; llama_context * lctx = llama_init_from_model(model, cparams); if (lctx == NULL) { diff --git a/common/common.h b/common/common.h index f42c083faa..b320d891f5 100644 --- a/common/common.h +++ b/common/common.h @@ -188,6 +188,10 @@ struct common_params_sampling { std::vector logit_bias; // logit biases to apply std::vector logit_bias_eog; // pre-calculated logit biases for EOG tokens + // Backend sampling flags + bool backend_sampling = false; // enable backend sampling + bool backend_dist = false; // backend performs final sampling (dist) + // print the parameters into a string std::string print() const; }; @@ -512,6 +516,9 @@ struct common_params { bool has_speculative() const { return !speculative.model.path.empty() || !speculative.model.hf_repo.empty(); } + + struct llama_sampler_seq_config * backend_samplers = NULL; + size_t n_backend_samplers = 0; }; // call once at the start of a program if it uses libcommon diff --git a/common/llguidance.cpp b/common/llguidance.cpp index adce620e4d..27d15516e9 100644 --- a/common/llguidance.cpp +++ b/common/llguidance.cpp @@ -106,12 +106,16 @@ static void llama_sampler_llg_free(llama_sampler * smpl) { } static llama_sampler_i llama_sampler_llg_i = { - /* .name = */ llama_sampler_llg_name, - /* .accept = */ llama_sampler_llg_accept_impl, - /* .apply = */ llama_sampler_llg_apply, - /* .reset = */ llama_sampler_llg_reset, - /* .clone = */ llama_sampler_llg_clone, - /* .free = */ llama_sampler_llg_free, + /* .name = */ llama_sampler_llg_name, + /* .accept = */ llama_sampler_llg_accept_impl, + /* .apply = */ llama_sampler_llg_apply, + /* .reset = */ llama_sampler_llg_reset, + /* .clone = */ llama_sampler_llg_clone, + /* .free = */ llama_sampler_llg_free, + /* .apply_ggml = */ NULL, + /* .accept_ggml = */ NULL, + /* .set_input_ggml = */ NULL, + /* .set_backend_context = */ NULL, }; static size_t llama_sampler_llg_tokenize_fn(const void * user_data, const uint8_t * bytes, size_t bytes_len, diff --git a/common/sampling.cpp b/common/sampling.cpp index c69d525b5b..1fc5c7ce0a 100644 --- a/common/sampling.cpp +++ b/common/sampling.cpp @@ -113,23 +113,61 @@ struct common_sampler { llama_token_data_array cur_p; void set_logits(struct llama_context * ctx, int idx) { - const auto * logits = llama_get_logits_ith(ctx, idx); + const float * sampled_probs = llama_get_backend_sampled_probs_ith(ctx, idx); + const float * sampled_logits = llama_get_backend_sampled_logits_ith(ctx, idx); + const llama_token * sampled_ids = llama_get_backend_sampled_token_ids_ith(ctx, idx); const llama_model * model = llama_get_model(ctx); const llama_vocab * vocab = llama_model_get_vocab(model); const int n_vocab = llama_vocab_n_tokens(vocab); - cur.resize(n_vocab); + // Use the member variable instead of allocating locally + cur.clear(); - for (llama_token token_id = 0; token_id < n_vocab; token_id++) { - cur[token_id] = llama_token_data{token_id, logits[token_id], 0.0f}; + if (sampled_probs) { + const uint32_t sampled_probs_count = llama_get_backend_sampled_probs_count_ith(ctx, idx); + cur.reserve(sampled_probs_count); + // The backend sampler has filtered the probabilities so we need to use the sampled ids. + if (sampled_ids != nullptr) { + for (uint32_t i = 0; i < sampled_probs_count; ++i) { + cur.emplace_back(llama_token_data{sampled_ids[i], 0.0f, sampled_probs[i]}); + } + } else { + for (llama_token token_id = 0; token_id < (int) sampled_probs_count; token_id++) { + cur.emplace_back(llama_token_data{token_id, 0.0f, sampled_probs[token_id]}); + } + } + } else if (sampled_logits) { + const uint32_t sampled_logits_count = llama_get_backend_sampled_logits_count_ith(ctx, idx); + cur.reserve(sampled_logits_count); + // The backend sampler has filtered the logits so we need to use the sampled ids. + if (sampled_ids != nullptr) { + for (llama_token i = 0; i < (int)sampled_logits_count; i++) { + cur.emplace_back(llama_token_data{sampled_ids[i], sampled_logits[i], 0.0f}); + } + } else { + for (llama_token token_id = 0; token_id < (int)sampled_logits_count; token_id++) { + cur.emplace_back(llama_token_data{token_id, sampled_logits[token_id], 0.0f}); + } + } + } else { + const auto * logits = llama_get_logits_ith(ctx, idx); + GGML_ASSERT(logits != nullptr); + cur.reserve(n_vocab); + for (llama_token token_id = 0; token_id < n_vocab; token_id++) { + cur.emplace_back(llama_token_data{token_id, logits[token_id], 0.0f}); + } } cur_p = { cur.data(), cur.size(), -1, false }; } }; +static bool sampler_enabled(const struct common_params_sampling & params, enum common_sampler_type type) { + return std::find(params.samplers.begin(), params.samplers.end(), type) != params.samplers.end(); +} + std::string common_params_sampling::print() const { char result[1024]; @@ -287,6 +325,43 @@ struct common_sampler * common_sampler_init(const struct llama_model * model, co return result; } +struct llama_sampler * common_sampler_backend_init(const struct llama_model * model, const struct common_params_sampling & params) { + const llama_vocab * vocab = llama_model_get_vocab(model); + + llama_sampler_chain_params chain_params = llama_sampler_chain_default_params(); + chain_params.no_perf = params.no_perf; + + struct llama_sampler * chain = llama_sampler_chain_init(chain_params); + if (!params.backend_sampling) { + return chain; // return empty chain + } + + const bool enable_temp = params.temp > 0.0f && sampler_enabled(params, COMMON_SAMPLER_TYPE_TEMPERATURE); + const bool enable_top_k = params.top_k > 0 && sampler_enabled(params, COMMON_SAMPLER_TYPE_TOP_K); + const bool enable_dist = params.backend_dist; + + if (!params.logit_bias.empty()) { + llama_sampler_chain_add(chain, llama_sampler_backend_init_logit_bias( + llama_vocab_n_tokens(vocab), + params.logit_bias.size(), + params.logit_bias.data())); + } + + if (enable_temp) { + llama_sampler_chain_add(chain, llama_sampler_backend_init_temp(params.temp)); + } + + if (enable_top_k) { + llama_sampler_chain_add(chain, llama_sampler_backend_init_top_k(params.top_k)); + } + + if (enable_dist) { + llama_sampler_chain_add(chain, llama_sampler_backend_init_dist(params.seed)); + } + + return chain; +} + void common_sampler_free(struct common_sampler * gsmpl) { if (gsmpl) { llama_sampler_free(gsmpl->grmr); @@ -337,6 +412,14 @@ void common_perf_print(const struct llama_context * ctx, const struct common_sam } llama_token common_sampler_sample(struct common_sampler * gsmpl, struct llama_context * ctx, int idx, bool grammar_first) { + // Check if a backend sampler has already sampled a token in which case we + // return that token id directly. + const llama_token backend_sampled_token = llama_get_backend_sampled_token_ith(ctx, idx); + if (backend_sampled_token != LLAMA_TOKEN_NULL) { + LOG_DBG("%s: Backend sampler selected token: '%d'. Will not run any CPU samplers\n", __func__, backend_sampled_token); + return backend_sampled_token; + } + gsmpl->set_logits(ctx, idx); auto & grmr = gsmpl->grmr; diff --git a/common/sampling.h b/common/sampling.h index e198eecda3..0ec164de05 100644 --- a/common/sampling.h +++ b/common/sampling.h @@ -38,6 +38,13 @@ struct common_sampler; struct common_sampler * common_sampler_init(const struct llama_model * model, const struct common_params_sampling & params); +// Create a backend sampler chain from common sampling parameters +// Returns a llama_sampler chain configured with backend samplers based on the parameters +// This chain can be used per-sequence for backend-based sampling +// Note: Only samplers that have backend equivalents will be added to the chain +// The returned sampler should be freed with llama_sampler_free() +struct llama_sampler * common_sampler_backend_init(const struct llama_model * model, const struct common_params_sampling & params); + void common_sampler_free(struct common_sampler * gsmpl); // if accept_grammar is true, the token is accepted both by the sampling chain and the grammar diff --git a/include/llama.h b/include/llama.h index 8547226ff2..cbf23c7bcf 100644 --- a/include/llama.h +++ b/include/llama.h @@ -210,6 +210,13 @@ extern "C" { bool sorted; // note: do not assume the data is sorted - always check this flag } llama_token_data_array; + struct llama_sampler_ggml_data { + struct ggml_tensor * logits; + struct ggml_tensor * probs; + struct ggml_tensor * sampled_token; + struct ggml_tensor * filtered_ids; + }; + typedef bool (*llama_progress_callback)(float progress, void * user_data); // Input data for llama_encode/llama_decode @@ -300,6 +307,11 @@ extern "C" { bool no_host; // bypass host buffer allowing extra buffers to be used }; + struct llama_sampler_seq_config { + llama_seq_id seq_id; + struct llama_sampler * sampler; + }; + // NOTE: changing the default values of parameters marked as [EXPERIMENTAL] may cause crashes or incorrect results in certain configurations // https://github.com/ggml-org/llama.cpp/pull/7544 struct llama_context_params { @@ -348,6 +360,10 @@ extern "C" { bool kv_unified; // use a unified buffer across the input sequences when computing the attention // try to disable when n_seq_max > 1 for improved performance when the sequences do not share a large prefix // ref: https://github.com/ggml-org/llama.cpp/pull/14363 + + // backend sampler chain configuration + struct llama_sampler_seq_config * samplers; + size_t n_samplers; }; // model quantization parameters @@ -950,6 +966,29 @@ extern "C" { // otherwise: float[n_embd] (1-dimensional) LLAMA_API float * llama_get_embeddings_seq(struct llama_context * ctx, llama_seq_id seq_id); + // Get the backend sampled token for the ith token. + // Returns LLAMA_TOKEN_NULL if no token was sampled. + LLAMA_API llama_token llama_get_backend_sampled_token_ith(struct llama_context * ctx, int32_t i); + + // Get the backend sampled probabilites for the ith token + // The index matches llama_get_backend_sampled_token_ith(). + // Returns NULL if no probabilites were generated. + LLAMA_API float * llama_get_backend_sampled_probs_ith(struct llama_context * ctx, int32_t i); + + // Get the backend sampled logits for the ith token + // Returns NULL if no logits were sampled. + LLAMA_API float * llama_get_backend_sampled_logits_ith(struct llama_context * ctx, int32_t i); + + // Get the backend sampled token ids associated with the sampled logits for the ith token + // Returns NULL if no logits were sampled. + LLAMA_API llama_token * llama_get_backend_sampled_token_ids_ith(struct llama_context * ctx, int32_t i); + + // Get the number of backend sampled logits for the ith token. + LLAMA_API uint32_t llama_get_backend_sampled_logits_count_ith(struct llama_context * ctx, int32_t i); + + // Get the number of backend sampled probabilites for the ith token. + LLAMA_API uint32_t llama_get_backend_sampled_probs_count_ith(struct llama_context * ctx, int32_t i); + // // Vocab // @@ -1135,6 +1174,22 @@ extern "C" { struct llama_sampler * (*clone) (const struct llama_sampler * smpl); // can be NULL if ctx is NULL void (*free) ( struct llama_sampler * smpl); // can be NULL if ctx is NULL + void (*apply_ggml)( struct llama_sampler * smpl, + struct ggml_context * ctx, + struct ggml_cgraph * gf, + struct llama_sampler_ggml_data * ggml_data); + + void (*accept_ggml)( struct llama_sampler * smpl, + struct ggml_context * ctx, + struct ggml_cgraph * gf, + struct ggml_tensor * selected_token); + + void (*set_input_ggml)(struct llama_sampler * smpl); + + void (*init_ggml)(struct llama_sampler * smpl, + ggml_backend_buffer_type_t buft); + + // TODO: API for internal libllama usage for appending the sampling to an existing ggml_cgraph //void (*apply_ggml) (struct llama_sampler * smpl, ...); }; @@ -1144,6 +1199,8 @@ extern "C" { llama_sampler_context_t ctx; }; + LLAMA_API void llama_set_backend_sampler(struct llama_context * ctx, llama_seq_id seq_id, struct llama_sampler * smpl); + // mirror of llama_sampler_i: LLAMA_API struct llama_sampler * llama_sampler_init (const struct llama_sampler_i * iface, llama_sampler_context_t ctx); LLAMA_API const char * llama_sampler_name (const struct llama_sampler * smpl); @@ -1153,6 +1210,18 @@ extern "C" { LLAMA_API struct llama_sampler * llama_sampler_clone (const struct llama_sampler * smpl); // important: do not free if the sampler has been added to a llama_sampler_chain (via llama_sampler_chain_add) LLAMA_API void llama_sampler_free ( struct llama_sampler * smpl); + LLAMA_API void llama_sampler_init_ggml(struct llama_sampler * smpl, + ggml_backend_buffer_type_t buft); + LLAMA_API void llama_sampler_set_input_ggml(struct llama_sampler * smpl); + LLAMA_API void llama_sampler_apply_ggml( struct llama_sampler * smpl, + struct ggml_context * ctx, + struct ggml_cgraph * gf, + struct llama_sampler_ggml_data * ggml_data); + + LLAMA_API void llama_sampler_accept_ggml( struct llama_sampler * smpl, + struct ggml_context * ctx, + struct ggml_cgraph * gf, + struct ggml_tensor * selected_token); // llama_sampler_chain // a type of llama_sampler that can chain multiple samplers one after another @@ -1166,6 +1235,7 @@ extern "C" { // after removing a sampler, the chain will no longer own it, and it will not be freed when the chain is freed LLAMA_API struct llama_sampler * llama_sampler_chain_remove( struct llama_sampler * chain, int32_t i); + LLAMA_API uint64_t llama_sampler_chain_get_version(const struct llama_sampler * chain); // available samplers: @@ -1299,9 +1369,29 @@ extern "C" { // LLAMA_API struct llama_sampler * llama_sampler_init_infill(const struct llama_vocab * vocab); + // + // Backend samplers + // + + /// @details Greedy sampling on backend - always selects the token with the highest probability + LLAMA_API struct llama_sampler * llama_sampler_backend_init_greedy(void); + + /// @details Temperature scaling on backend - scales logits by 1/temperature + LLAMA_API struct llama_sampler * llama_sampler_backend_init_temp(float temp); + + /// @details Top-K filtering on backend - keeps only the k tokens with highest probabilities + LLAMA_API struct llama_sampler * llama_sampler_backend_init_top_k(int32_t k); + + /// @details Distribution sampling on backend - final sampling step that selects a token + LLAMA_API struct llama_sampler * llama_sampler_backend_init_dist(uint32_t seed); + // Returns the seed used by the sampler if applicable, LLAMA_DEFAULT_SEED otherwise LLAMA_API uint32_t llama_sampler_get_seed(const struct llama_sampler * smpl); + LLAMA_API struct llama_sampler * llama_sampler_backend_init_logit_bias(int32_t n_vocab, + int32_t n_logit_bias, + const llama_logit_bias * logit_bias); + /// @details Sample and accept a token from the idx-th output of the last evaluation // // Shorthand for: diff --git a/src/CMakeLists.txt b/src/CMakeLists.txt index 8ec95ee176..c17b890089 100644 --- a/src/CMakeLists.txt +++ b/src/CMakeLists.txt @@ -31,6 +31,7 @@ add_library(llama llama-model.cpp llama-quant.cpp llama-sampling.cpp + llama-backend-sampler.cpp llama-vocab.cpp unicode-data.cpp unicode.cpp diff --git a/src/llama-backend-sampler.cpp b/src/llama-backend-sampler.cpp new file mode 100644 index 0000000000..42c8d85aeb --- /dev/null +++ b/src/llama-backend-sampler.cpp @@ -0,0 +1,489 @@ +#include "llama.h" +#include "ggml.h" +#include +#include +#include +#include +#include + +static void llama_sampler_backend_greedy_apply_ggml( + struct llama_sampler * smpl, + struct ggml_context * ctx, + struct ggml_cgraph * gf, + struct llama_sampler_ggml_data * ggml_data) { + GGML_UNUSED(gf); + GGML_UNUSED(smpl); + struct ggml_tensor * argmax_result = ggml_argmax(ctx, ggml_data->logits); + ggml_set_name(argmax_result, "argmax_result"); + ggml_data->sampled_token = argmax_result; +} + +static const char * llama_sampler_backend_greedy_sampler_name(const struct llama_sampler *) { + return "test-ggml"; +} + +static struct llama_sampler * llama_sampler_backend_greedy_clone(const struct llama_sampler * smpl) { + (void) smpl; + return llama_sampler_backend_init_greedy(); +} + +struct llama_sampler * llama_sampler_backend_init_greedy() { + static const llama_sampler_i iface = { + /*.name =*/ llama_sampler_backend_greedy_sampler_name, + /*.accept =*/ nullptr, + /*.apply =*/ nullptr, + /*.reset =*/ nullptr, + /*.clone =*/ llama_sampler_backend_greedy_clone, + /*.free =*/ nullptr, + /*.apply_ggml =*/ llama_sampler_backend_greedy_apply_ggml, + /*.accept_ggml =*/ nullptr, + /*.set_input_ggml =*/ nullptr, + /*.init_ggml =*/ nullptr, + }; + + auto * sampler = new llama_sampler { + /*.iface =*/ &iface, + /*.ctx =*/ nullptr, + }; + + return sampler; +} + +struct llama_sampler_backend_temp_ctx { + float temp; +}; + + +static void llama_sampler_backend_temp_apply_ggml( + struct llama_sampler * smpl, + struct ggml_context * ctx, + struct ggml_cgraph * gf, + struct llama_sampler_ggml_data * ggml_data) { + + auto * ctx_data = (llama_sampler_backend_temp_ctx *) smpl->ctx; + + if (ctx_data->temp <= 0.0f) { + return; + } + + struct ggml_tensor * scaled = ggml_scale(ctx, ggml_data->logits, 1.0f / ctx_data->temp); + ggml_set_name(scaled, "temp_scaled"); + + // Make sure the scaled tensor is contiguous for subsequent operations + ggml_data->logits = ggml_cont(ctx, scaled); + ggml_set_name(ggml_data->logits, "temp_scaled_logits"); + + ggml_build_forward_expand(gf, ggml_data->logits); +} + +static const char * llama_sampler_backend_temp_name(const struct llama_sampler *) { + return "backend-temp"; +} + +static void llama_sampler_backend_temp_free(struct llama_sampler * smpl) { + auto * ctx_data = (llama_sampler_backend_temp_ctx *) smpl->ctx; + delete ctx_data; +} + +static struct llama_sampler * llama_sampler_backend_temp_clone(const struct llama_sampler * smpl) { + auto * ctx = (llama_sampler_backend_temp_ctx *) smpl->ctx; + return llama_sampler_backend_init_temp(ctx->temp); +} + +struct llama_sampler * llama_sampler_backend_init_temp(float temp) { + static const llama_sampler_i iface = { + /*.name =*/ llama_sampler_backend_temp_name, + /*.accept =*/ nullptr, + /*.apply =*/ nullptr, + /*.reset =*/ nullptr, + /*.clone =*/ llama_sampler_backend_temp_clone, + /*.free =*/ llama_sampler_backend_temp_free, + /*.apply_ggml =*/ llama_sampler_backend_temp_apply_ggml, + /*.accept_ggml =*/ nullptr, + /*.set_input_ggml =*/ nullptr, + /*.set_backend_context =*/ nullptr, + }; + + auto * ctx_data = new llama_sampler_backend_temp_ctx { + /*.temp =*/ temp, + }; + + auto * sampler = new llama_sampler { + /*.iface =*/ &iface, + /*.ctx =*/ ctx_data, + }; + + return sampler; +} + + +struct llama_sampler_backend_top_k_ctx { + int32_t k; + + // Only required for checking operation support and can be removed later. + ggml_backend_dev_t device; +}; + +static void llama_sampler_backend_top_k_init_ggml( + struct llama_sampler * smpl, + ggml_backend_buffer_type_t buft) { + auto * ctx_data = (llama_sampler_backend_top_k_ctx *) smpl->ctx; + ctx_data->device = ggml_backend_buft_get_device(buft); +} + +static void llama_sampler_backend_top_k_apply_ggml( + struct llama_sampler * smpl, + struct ggml_context * ctx, + struct ggml_cgraph * gf, + struct llama_sampler_ggml_data * ggml_data) { + + auto * ctx_data = (llama_sampler_backend_top_k_ctx *) smpl->ctx; + + struct ggml_tensor * top_k = ggml_top_k(ctx, ggml_data->logits, ctx_data->k); + ggml_set_name(top_k, "top_k"); + + // top_k is a view of argsort - check if backend supports the underlying argsort operation + // by checking the source tensor (which is the argsort result) + if (ctx_data->device && top_k->src[0] && !ggml_backend_dev_supports_op(ctx_data->device, top_k->src[0])) { + fprintf(stderr, "Warning: backend does not support argsort operation required for top-k sampling\n"); + fprintf(stderr, "CPU backend will be used instead which defeats the purpose of having backend samplers\n"); + } + + ggml_data->filtered_ids = top_k; + + struct ggml_tensor * logits_rows = ggml_reshape_2d(ctx, ggml_data->logits, 1, ggml_data->logits->ne[0]); + struct ggml_tensor * top_k_rows = ggml_get_rows(ctx, logits_rows, top_k); + ggml_set_name(top_k_rows, "top_k_rows"); + + ggml_data->logits = ggml_reshape_1d(ctx, top_k_rows, ctx_data->k); + ggml_build_forward_expand(gf, ggml_data->logits); +} + +static const char * llama_sampler_backend_top_k_name(const struct llama_sampler *) { + return "backend-top-k"; +} + +static void llama_sampler_backend_top_k_free(struct llama_sampler * smpl) { + auto * ctx_data = (llama_sampler_backend_top_k_ctx *) smpl->ctx; + delete ctx_data; +} + +static struct llama_sampler * llama_sampler_backend_top_k_clone(const struct llama_sampler * smpl) { + auto * ctx = (llama_sampler_backend_top_k_ctx *) smpl->ctx; + return llama_sampler_backend_init_top_k(ctx->k); +} + +struct llama_sampler * llama_sampler_backend_init_top_k(int32_t k) { + static const llama_sampler_i iface = { + /*.name =*/ llama_sampler_backend_top_k_name, + /*.accept =*/ nullptr, + /*.apply =*/ nullptr, + /*.reset =*/ nullptr, + /*.clone =*/ llama_sampler_backend_top_k_clone, + /*.free =*/ llama_sampler_backend_top_k_free, + /*.apply_ggml =*/ llama_sampler_backend_top_k_apply_ggml, + /*.accept_ggml =*/ nullptr, + /*.set_input_ggml =*/ nullptr, + /*.init_ggml =*/ llama_sampler_backend_top_k_init_ggml, + }; + + auto * ctx_data = new llama_sampler_backend_top_k_ctx { + /*.k =*/ k, + /*.device =*/ nullptr, + }; + + auto * sampler = new llama_sampler { + /*.iface =*/ &iface, + /*.ctx =*/ ctx_data, + }; + + return sampler; +} + + +static uint32_t get_rng_seed(uint32_t seed) { + if (seed == LLAMA_DEFAULT_SEED) { + // use system clock if std::random_device is not a true RNG + static bool is_rd_prng = std::random_device().entropy() == 0; + if (is_rd_prng) { + return (uint32_t) std::chrono::system_clock::now().time_since_epoch().count(); + } + std::random_device rd; + return rd(); + } + return seed; +} + +struct llama_sampler_backend_dist_ctx { + const uint32_t seed; + uint32_t seed_cur; + std::mt19937 rng; + + struct ggml_tensor * uniform; + struct ggml_context * ctx; + ggml_backend_buffer_t buffer; + + // Only required for checking operation support and can be removed later. + ggml_backend_dev_t device; +}; + +static void llama_sampler_backend_dist_init_ggml( + struct llama_sampler * smpl, + ggml_backend_buffer_type_t buft) { + + auto * sctx = (llama_sampler_backend_dist_ctx *) smpl->ctx; + sctx->device = ggml_backend_buft_get_device(buft); + ggml_init_params params = { + /*.mem_size =*/ ggml_tensor_overhead(), + /*.mem_buffer =*/ nullptr, + /*.no_alloc =*/ true, + }; + sctx->ctx = ggml_init(params); + + // Create the uniform random scalar input tensor. This will be set by + // llama_sampler_backend_dist_set_input_ggml after this graph is built. + sctx->uniform = ggml_new_tensor_1d(sctx->ctx, GGML_TYPE_F32, 1); + ggml_set_name(sctx->uniform, "uniform"); + ggml_set_input(sctx->uniform); + ggml_set_output(sctx->uniform); + + // Allocate all tensors from our context to the backend + sctx->buffer = ggml_backend_alloc_ctx_tensors_from_buft(sctx->ctx, buft); +} + +static void llama_sampler_backend_dist_set_input_ggml(struct llama_sampler * smpl) { + auto * sctx = (llama_sampler_backend_dist_ctx *) smpl->ctx; + GGML_ASSERT(sctx->uniform != nullptr); + + std::uniform_real_distribution dist(0.0f, 1.0f); + const float rnd = dist(sctx->rng); + ggml_backend_tensor_set(sctx->uniform, &rnd, 0, sizeof(float)); +} + +static void llama_sampler_backend_dist_apply_ggml( + struct llama_sampler * smpl, + struct ggml_context * ctx, + struct ggml_cgraph * gf, + struct llama_sampler_ggml_data * ggml_data) { + GGML_UNUSED(gf); + auto * sctx = (llama_sampler_backend_dist_ctx *) smpl->ctx; + + struct ggml_tensor * probs = ggml_soft_max(ctx, ggml_data->logits); + ggml_set_name(probs, "dist_probs"); + + struct ggml_tensor * cumsum = ggml_cumsum(ctx, probs); + if (sctx->device && !ggml_backend_dev_supports_op(sctx->device, cumsum)) { + fprintf(stderr, "Warning: backend does not support cumsum operation required for dist sampling\n"); + fprintf(stderr, "CPU backend will be used instead which defeats the purpose of having backend samplers\n"); + } + ggml_set_name(cumsum, "cumsum"); + + // The uniform tensor has a random value and we subtract this tensor with + // the cumsum tensor (the uniform tensor will be broadcasted by ggml_sub). + // Recall that each entry in cumsum is the cumulative probability up to that + // index so values stay negative while the cumulative total is below the + // random value, and become zero/positive once the threshold is crossed. + struct ggml_tensor * diff = ggml_sub(ctx, cumsum, sctx->uniform); + ggml_set_name(diff, "dist_cumsum"); + + // The ggml_step function produces a tensor where entries are 1 if the + // corresponding entry in diff is > 0, and 0 otherwise. So all values up to + // the index where the cumulative probability exceeds the random value are 0, + // and all entries after that are 1. + struct ggml_tensor * mask = ggml_step(ctx, diff); + ggml_set_name(mask, "dist_mask"); + + // Taking the sum of the mask gives us the sum of elements after the threshold + // we are interested in. + struct ggml_tensor * idxf = ggml_sum(ctx, mask); + ggml_set_name(idxf, "dist_index_f32"); + + // Use ggml_scale_bias to scale the index value by -1 and then add the size + // of the mask to that value so we get the correct index ((-1 * idxf) + n). + struct ggml_tensor * idx = ggml_cast(ctx, ggml_scale_bias(ctx, idxf, -1.0f, mask->ne[0]), GGML_TYPE_I32); + ggml_set_name(idx, "dist_index_i32"); + + // Map back to original vocab ids if a filtered id tensor is available. + struct ggml_tensor * sampled_token = idx; + if (ggml_data->filtered_ids != nullptr) { + struct ggml_tensor * filtered_ids = ggml_data->filtered_ids; + struct ggml_tensor * filtered_ids_reshaped = ggml_view_2d(ctx, filtered_ids, 1, ggml_nelements(filtered_ids), + ggml_type_size(filtered_ids->type), 0); + + sampled_token = ggml_get_rows(ctx, filtered_ids_reshaped, idx); + ggml_set_name(sampled_token, "dist_sampled_token"); + } + + ggml_set_output(sampled_token); + ggml_data->sampled_token = sampled_token; +} + +static const char * llama_sampler_backend_dist_name(const struct llama_sampler *) { + return "backend-dist"; +} + +static void llama_sampler_backend_dist_free(struct llama_sampler * smpl) { + auto * sctx = (llama_sampler_backend_dist_ctx *) smpl->ctx; + ggml_backend_buffer_free(sctx->buffer); + ggml_free(sctx->ctx); + delete sctx; +} + +static struct llama_sampler * llama_sampler_backend_dist_clone(const struct llama_sampler * smpl) { + auto * sctx = (llama_sampler_backend_dist_ctx *) smpl->ctx; + return llama_sampler_backend_init_dist(sctx->seed); +} + + +struct llama_sampler * llama_sampler_backend_init_dist(uint32_t seed) { + static const llama_sampler_i iface = { + /*.name =*/ llama_sampler_backend_dist_name, + /*.accept =*/ nullptr, + /*.apply =*/ nullptr, + /*.reset =*/ nullptr, + /*.clone =*/ llama_sampler_backend_dist_clone, + /*.free =*/ llama_sampler_backend_dist_free, + /*.apply_ggml =*/ llama_sampler_backend_dist_apply_ggml, + /*.accept_ggml =*/ nullptr, + /*.set_input_ggml =*/ llama_sampler_backend_dist_set_input_ggml, + /*.init_ggml =*/ llama_sampler_backend_dist_init_ggml, + }; + + auto seed_cur = get_rng_seed(seed); + auto * ctx_data = new llama_sampler_backend_dist_ctx { + /*.seed =*/ seed, + /*.seed_cur =*/ seed_cur, + /*.rng =*/ std::mt19937(seed_cur), + /*.uniform =*/ nullptr, + /*.ctx =*/ nullptr, + /*.buffer =*/ nullptr, + /*.device =*/ nullptr, + }; + + auto * sampler = new llama_sampler { + /*.iface =*/ &iface, + /*.ctx =*/ ctx_data, + }; + + return sampler; +} + +struct llama_sampler_backend_logit_bias_ctx { + const int32_t n_vocab; + + const std::vector logit_bias; + + struct ggml_tensor * logit_bias_t; + struct ggml_context * ctx; + ggml_backend_buffer_t buffer; +}; + +static void llama_sampler_backend_logit_bias_init_ggml( + struct llama_sampler * smpl, + ggml_backend_buffer_type_t buft) { + auto * sctx = (llama_sampler_backend_logit_bias_ctx *) smpl->ctx; + if (sctx->logit_bias.empty()) { + return; + } + ggml_init_params params = { + /*.mem_size =*/ ggml_tensor_overhead() * sctx->n_vocab * sizeof(float), + /*.mem_buffer =*/ nullptr, + /*.no_alloc =*/ true, + }; + sctx->ctx = ggml_init(params); + + struct ggml_tensor * logit_bias = ggml_new_tensor_1d(sctx->ctx, GGML_TYPE_F32, sctx->n_vocab); + sctx->logit_bias_t = logit_bias; + ggml_set_name(sctx->logit_bias_t, "logit_bias"); + ggml_set_input(sctx->logit_bias_t); + ggml_set_output(sctx->logit_bias_t); + + // Allocate all tensors from our context to the backend + sctx->buffer = ggml_backend_alloc_ctx_tensors_from_buft(sctx->ctx, buft); +} + +static void llama_sampler_backend_logit_bias_set_input_ggml(struct llama_sampler * smpl) { + auto * sctx = (llama_sampler_backend_logit_bias_ctx *) smpl->ctx; + if (sctx->logit_bias.empty()) { + return; + } + GGML_ASSERT(sctx->logit_bias_t != nullptr); + + // Create a sparse logit_bias vector from the logit_bias entries. + std::vector logit_bias_sparse(sctx->n_vocab, 0.0f); + for (const auto & lb : sctx->logit_bias) { + GGML_ASSERT(lb.token >= 0 && lb.token < (int32_t) sctx->n_vocab); + logit_bias_sparse[lb.token] = lb.bias; + } + + ggml_backend_tensor_set(sctx->logit_bias_t, logit_bias_sparse.data(), 0, ggml_nbytes(sctx->logit_bias_t)); +} + +static void llama_sampler_backend_logit_bias_apply_ggml( + struct llama_sampler * smpl, + struct ggml_context * ctx, + struct ggml_cgraph * gf, + struct llama_sampler_ggml_data * ggml_data) { + GGML_UNUSED(gf); + GGML_UNUSED(ctx); + + auto * sctx = (llama_sampler_backend_logit_bias_ctx *) smpl->ctx; + if (sctx->logit_bias_t == nullptr) { + return; + } + + // Add the sparse logit logit_bias to the logits + struct ggml_tensor * logit_biased = ggml_add_inplace(sctx->ctx, ggml_data->logits, sctx->logit_bias_t); + ggml_build_forward_expand(gf, logit_biased); +} + +static const char * llama_sampler_backend_logit_bias_name(const struct llama_sampler *) { + return "backend-logit_bias"; +} + +static void llama_sampler_backend_logit_bias_free(struct llama_sampler * smpl) { + auto * sctx = (llama_sampler_backend_logit_bias_ctx *) smpl->ctx; + ggml_backend_buffer_free(sctx->buffer); + ggml_free(sctx->ctx); + delete sctx; +} + +static struct llama_sampler * llama_sampler_backend_logit_bias_clone(const struct llama_sampler * smpl) { + auto * sctx = (llama_sampler_backend_logit_bias_ctx *) smpl->ctx; + return llama_sampler_backend_init_logit_bias(sctx->n_vocab, + sctx->logit_bias.size(), + sctx->logit_bias.data()); +} + + +struct llama_sampler * llama_sampler_backend_init_logit_bias(int32_t n_vocab, + int32_t n_logit_bias, + const llama_logit_bias * logit_bias) { + static const llama_sampler_i iface = { + /*.name =*/ llama_sampler_backend_logit_bias_name, + /*.accept =*/ nullptr, + /*.apply =*/ nullptr, + /*.reset =*/ nullptr, + /*.clone =*/ llama_sampler_backend_logit_bias_clone, + /*.free =*/ llama_sampler_backend_logit_bias_free, + /*.apply_ggml =*/ llama_sampler_backend_logit_bias_apply_ggml, + /*.accept_ggml =*/ nullptr, + /*.set_input_ggml =*/ llama_sampler_backend_logit_bias_set_input_ggml, + /*.init_ggml =*/ llama_sampler_backend_logit_bias_init_ggml, + }; + + auto * ctx_data = new llama_sampler_backend_logit_bias_ctx { + /*.n_vocab =*/ n_vocab, + /*.logit_bias =*/ std::vector(logit_bias, logit_bias + n_logit_bias), + /*.logit_bias_t =*/ nullptr, + /*.ctx =*/ nullptr, + /*.buffer =*/ nullptr, + }; + + auto * sampler = new llama_sampler { + /*.iface =*/ &iface, + /*.ctx =*/ ctx_data, + }; + + return sampler; +} diff --git a/src/llama-context.cpp b/src/llama-context.cpp index 70a3ec62df..877116cbfe 100644 --- a/src/llama-context.cpp +++ b/src/llama-context.cpp @@ -58,6 +58,16 @@ llama_context::llama_context( cparams.cb_eval = params.cb_eval; cparams.cb_eval_user_data = params.cb_eval_user_data; + // backend samplers + if (params.samplers != nullptr && params.n_samplers > 0) { + samplers.reserve(params.n_samplers); + + for (size_t i = 0; i < params.n_samplers; ++i) { + const auto & config = params.samplers[i]; + samplers[config.seq_id] = config.sampler; + } + } + auto rope_scaling_type = params.rope_scaling_type; if (rope_scaling_type == LLAMA_ROPE_SCALING_TYPE_UNSPECIFIED) { rope_scaling_type = hparams.rope_scaling_type_train; @@ -424,6 +434,10 @@ llama_context::llama_context( llama_context::~llama_context() { ggml_opt_free(opt_ctx); + // TODO: perhaps use a smart pointer for samplers + for (auto const& [seq_id, sampler] : samplers) { + llama_sampler_free(sampler); + } } void llama_context::synchronize() { @@ -610,6 +624,10 @@ float * llama_context::get_embeddings() { return embd; } +llama_token * llama_context::get_backend_sampled_tokens() { + return sampled_tokens; +} + float * llama_context::get_embeddings_ith(int32_t i) { int64_t j = -1; @@ -659,6 +677,98 @@ float * llama_context::get_embeddings_seq(llama_seq_id seq_id) { return it->second.data(); } +llama_token llama_context::get_backend_sampled_token_ith(int32_t idx) { + // Handle special case where idx == -1 (single sequence exists) which is + // a valid index when using common_sampler_sample. + if (idx == -1) { + if (sampled_tokens_map.size() == 1) { + auto it = sampled_tokens_map.begin(); + return it->second; + } + return LLAMA_TOKEN_NULL; + } + + auto it = sampled_tokens_map.find(idx); + if (it == sampled_tokens_map.end()) { + return LLAMA_TOKEN_NULL; + } + + return it->second; +} + +float * llama_context::get_backend_sampled_probs_ith(int32_t idx) { + if (idx == -1) { + if (sampled_probs_map.size() == 1) { + return sampled_probs_map.begin()->second.data(); + } + } + + auto it = sampled_probs_map.find(idx); + if (it == sampled_probs_map.end()) { + return nullptr; + } + + return it->second.data(); +} + +float * llama_context::get_backend_sampled_logits_ith(int32_t idx) { + if (idx == -1) { + if (sampled_logits_map.size() == 1) { + return sampled_logits_map.begin()->second.data(); + } + } + auto it = sampled_logits_map.find(idx); + if (it == sampled_logits_map.end()) { + return nullptr; + } + + return it->second.data(); +} + +const llama_token * llama_context::get_backend_sampled_token_ids_ith(int32_t idx) { + if (idx == -1) { + if (sampled_token_ids_map.size() == 1) { + return sampled_token_ids_map.begin()->second.data(); + } + } + auto it = sampled_token_ids_map.find(idx); + if (it == sampled_token_ids_map.end() || it->second.empty()) { + return nullptr; + } + + return it->second.data(); +} + +size_t llama_context::get_backend_sampled_logits_count(int32_t idx) const { + if (idx == -1) { + if (sampled_logits_map.size() == 1) { + return sampled_logits_map.begin()->second.size(); + } + } + auto it = sampled_logits_map.find(idx); + if (it == sampled_logits_map.end()) { + return 0; + } + + return it->second.size(); +} + +size_t llama_context::get_backend_sampled_probs_count(int32_t idx) const { + if (idx == -1) { + if (sampled_probs_map.size() == 1) { + return sampled_probs_map.begin()->second.size(); + } + return 0; + } + + auto it = sampled_probs_map.find(idx); + if (it == sampled_probs_map.end()) { + return 0; + } + + return it->second.size(); +} + void llama_context::attach_threadpool( ggml_threadpool_t threadpool, ggml_threadpool_t threadpool_batch) { @@ -715,6 +825,37 @@ void llama_context::set_warmup(bool value) { cparams.warmup = value; } +void llama_context::set_backend_sampler(llama_seq_id seq_id, llama_sampler * sampler) { + LLAMA_LOG_DEBUG("%s: seq_id = %d, sampler = %p\n", __func__, (int) seq_id, (void *) sampler); + + auto it = samplers.find(seq_id); + if (it != samplers.end()) { + // If the sampler to be set is the same that is already set, do nothing. + if (it->second == sampler) { + return; + } + + llama_sampler_free(it->second); + + // If sampler is nullptr, we remove the samppler chain for this seq_id. + // chain for this seq_id. + if (sampler == nullptr) { + samplers.erase(it); + return; + } + + // Otherwise, we replace the existing sampler with the new one. + it->second = sampler; + return; + } + + // If there is no sampler for this seq_id and the caller provides a non-null + // sampler, we set it. + if (sampler != nullptr) { + samplers[seq_id] = sampler; + } +} + void llama_context::set_adapter_lora( llama_adapter_lora * adapter, float scale) { @@ -1029,6 +1170,10 @@ int llama_context::decode(const llama_batch & batch_inp) { // TODO: this clear of the buffer can easily be forgotten - need something better embd_seq.clear(); + sampled_probs_map.clear(); + sampled_logits_map.clear(); + sampled_tokens_map.clear(); + sampled_token_ids_map.clear(); output_swaps.clear(); bool did_optimize = false; @@ -1088,6 +1233,10 @@ int llama_context::decode(const llama_batch & batch_inp) { }; int64_t n_outputs_prev = 0; + // This flag indicates whether a backend sampler has actually sampled a specific + // token, or if it has produced probabilites. If true, we true we can skip + // the normal copying of logits and embeddings. + bool backend_has_sampled = false; do { const auto & ubatch = mctx->get_ubatch(); @@ -1147,80 +1296,131 @@ int llama_context::decode(const llama_batch & batch_inp) { // ggml_graph_dump_dot(gf, NULL, "llama.dot"); //} - auto * t_logits = res->get_logits(); - auto * t_embd = cparams.embeddings ? res->get_embd() : nullptr; - - if (t_embd && res->get_embd_pooled()) { - t_embd = res->get_embd_pooled(); - } - - // extract logits - if (t_logits && n_outputs > 0) { - ggml_backend_t backend_res = ggml_backend_sched_get_tensor_backend(sched.get(), t_logits); - GGML_ASSERT(backend_res != nullptr); - GGML_ASSERT(logits != nullptr); - - float * logits_out = logits + n_outputs_prev*n_vocab; - - if (n_outputs) { - GGML_ASSERT( n_outputs_prev + n_outputs <= n_outputs_all); - GGML_ASSERT((n_outputs_prev + n_outputs)*n_vocab <= (int64_t) logits_size); - ggml_backend_tensor_get_async(backend_res, t_logits, logits_out, 0, n_outputs*n_vocab*sizeof(float)); + std::unordered_map seq_to_idx; + for (uint32_t i = 0; i < ubatch.n_tokens; i++) { + if (ubatch.output[i]) { + llama_seq_id seq_id = ubatch.seq_id[i][0]; + seq_to_idx[seq_id] = i; } } - // extract embeddings - if (t_embd && n_outputs > 0) { - ggml_backend_t backend_embd = ggml_backend_sched_get_tensor_backend(sched.get(), t_embd); - GGML_ASSERT(backend_embd != nullptr); + // extract sampled tokens + for (const auto & [seq_id, t_token] : res->t_sampled_tokens) { + auto idx_it = seq_to_idx.find(seq_id); + GGML_ASSERT(idx_it != seq_to_idx.end()); + const int32_t idx = idx_it->second; + ggml_backend_t backend = ggml_backend_sched_get_tensor_backend(sched.get(), t_token); + ggml_backend_tensor_get_async(backend, t_token, &sampled_tokens_map[idx], 0, sizeof(llama_token)); + } - switch (cparams.pooling_type) { - case LLAMA_POOLING_TYPE_NONE: - { - // extract token embeddings - GGML_ASSERT(embd != nullptr); - float * embd_out = embd + n_outputs_prev*n_embd; + for (const auto & [seq_id, t_ids] : res->t_sampled_token_ids) { + auto idx_it = seq_to_idx.find(seq_id); + GGML_ASSERT(idx_it != seq_to_idx.end()); + const int32_t idx = idx_it->second; + ggml_backend_t backend = ggml_backend_sched_get_tensor_backend(sched.get(), t_ids); + sampled_token_ids_map[idx].resize(ggml_nelements(t_ids)); + ggml_backend_tensor_get_async(backend, t_ids, sampled_token_ids_map[idx].data(), 0, ggml_nbytes(t_ids)); + } - if (n_outputs) { - GGML_ASSERT( n_outputs_prev + n_outputs <= n_outputs_all); - GGML_ASSERT((n_outputs_prev + n_outputs)*n_embd <= (int64_t) embd_size); - ggml_backend_tensor_get_async(backend_embd, t_embd, embd_out, 0, n_outputs*n_embd*sizeof(float)); + if (res->t_sampled_tokens.empty()) { + for (const auto & [seq_id, t_logits] : res->t_sampled_logits) { + auto idx_it = seq_to_idx.find(seq_id); + GGML_ASSERT(idx_it != seq_to_idx.end()); + const int32_t idx = idx_it->second; + ggml_backend_t backend = ggml_backend_sched_get_tensor_backend(sched.get(), t_logits); + sampled_logits_map[idx].resize(ggml_nelements(t_logits)); + ggml_backend_tensor_get_async(backend, t_logits, sampled_logits_map[idx].data(), 0, ggml_nbytes(t_logits)); + } + + // extract sampled probabilities + for (const auto & [seq_id, t_probs] : res->t_sampled_probs) { + auto idx_it = seq_to_idx.find(seq_id); + GGML_ASSERT(idx_it != seq_to_idx.end()); + const int32_t idx = idx_it->second; + ggml_backend_t backend = ggml_backend_sched_get_tensor_backend(sched.get(), t_probs); + sampled_probs_map[idx].resize(ggml_nelements(t_probs)); + ggml_backend_tensor_get_async(backend, t_probs, sampled_probs_map[idx].data(), 0, ggml_nbytes(t_probs)); + } + } + + backend_has_sampled = !res->t_sampled_tokens.empty() || !res->t_sampled_probs.empty() || !res->t_sampled_logits.empty(); + + if (!backend_has_sampled) { + auto * t_logits = res->get_logits(); + auto * t_embd = cparams.embeddings ? res->get_embd() : nullptr; + + if (t_embd && res->get_embd_pooled()) { + t_embd = res->get_embd_pooled(); + } + + // extract logits + if (t_logits && n_outputs > 0) { + ggml_backend_t backend_res = ggml_backend_sched_get_tensor_backend(sched.get(), t_logits); + GGML_ASSERT(backend_res != nullptr); + GGML_ASSERT(logits != nullptr); + + float * logits_out = logits + n_outputs_prev*n_vocab; + + if (n_outputs) { + GGML_ASSERT( n_outputs_prev + n_outputs <= n_outputs_all); + GGML_ASSERT((n_outputs_prev + n_outputs)*n_vocab <= (int64_t) logits_size); + ggml_backend_tensor_get_async(backend_res, t_logits, logits_out, 0, n_outputs*n_vocab*sizeof(float)); + } + } + + // extract embeddings + if (t_embd && n_outputs > 0) { + ggml_backend_t backend_embd = ggml_backend_sched_get_tensor_backend(sched.get(), t_embd); + GGML_ASSERT(backend_embd != nullptr); + + switch (cparams.pooling_type) { + case LLAMA_POOLING_TYPE_NONE: + { + // extract token embeddings + GGML_ASSERT(embd != nullptr); + float * embd_out = embd + n_outputs_prev*n_embd; + + if (n_outputs) { + GGML_ASSERT( n_outputs_prev + n_outputs <= n_outputs_all); + GGML_ASSERT((n_outputs_prev + n_outputs)*n_embd <= (int64_t) embd_size); + ggml_backend_tensor_get_async(backend_embd, t_embd, embd_out, 0, n_outputs*n_embd*sizeof(float)); + } + } break; + case LLAMA_POOLING_TYPE_MEAN: + case LLAMA_POOLING_TYPE_CLS: + case LLAMA_POOLING_TYPE_LAST: + { + // extract sequence embeddings (cleared before processing each batch) + auto & embd_seq_out = embd_seq; + + for (uint32_t s = 0; s < ubatch.n_seqs_unq; ++s) { + const llama_seq_id seq_id = ubatch.seq_id_unq[s]; + const int32_t seq_idx = ubatch.seq_idx[seq_id]; + + embd_seq_out[seq_id].resize(n_embd); + ggml_backend_tensor_get_async(backend_embd, t_embd, embd_seq_out[seq_id].data(), (n_embd*seq_idx)*sizeof(float), n_embd*sizeof(float)); + } + } break; + case LLAMA_POOLING_TYPE_RANK: + { + // extract the rerank score - n_cls_out floats per sequence + auto & embd_seq_out = embd_seq; + + const uint32_t n_cls_out = hparams.n_cls_out; + + for (uint32_t s = 0; s < ubatch.n_seqs_unq; ++s) { + const llama_seq_id seq_id = ubatch.seq_id_unq[s]; + const int32_t seq_idx = ubatch.seq_idx[seq_id]; + + embd_seq_out[seq_id].resize(n_cls_out); + ggml_backend_tensor_get_async(backend_embd, t_embd, embd_seq_out[seq_id].data(), (n_cls_out*seq_idx)*sizeof(float), n_cls_out*sizeof(float)); + } + } break; + case LLAMA_POOLING_TYPE_UNSPECIFIED: + { + GGML_ABORT("unknown pooling type"); } - } break; - case LLAMA_POOLING_TYPE_MEAN: - case LLAMA_POOLING_TYPE_CLS: - case LLAMA_POOLING_TYPE_LAST: - { - // extract sequence embeddings (cleared before processing each batch) - auto & embd_seq_out = embd_seq; - - for (uint32_t s = 0; s < ubatch.n_seqs_unq; ++s) { - const llama_seq_id seq_id = ubatch.seq_id_unq[s]; - const int32_t seq_idx = ubatch.seq_idx[seq_id]; - - embd_seq_out[seq_id].resize(n_embd); - ggml_backend_tensor_get_async(backend_embd, t_embd, embd_seq_out[seq_id].data(), (n_embd*seq_idx)*sizeof(float), n_embd*sizeof(float)); - } - } break; - case LLAMA_POOLING_TYPE_RANK: - { - // extract the rerank score - n_cls_out floats per sequence - auto & embd_seq_out = embd_seq; - - const uint32_t n_cls_out = hparams.n_cls_out; - - for (uint32_t s = 0; s < ubatch.n_seqs_unq; ++s) { - const llama_seq_id seq_id = ubatch.seq_id_unq[s]; - const int32_t seq_idx = ubatch.seq_idx[seq_id]; - - embd_seq_out[seq_id].resize(n_cls_out); - ggml_backend_tensor_get_async(backend_embd, t_embd, embd_seq_out[seq_id].data(), (n_cls_out*seq_idx)*sizeof(float), n_cls_out*sizeof(float)); - } - } break; - case LLAMA_POOLING_TYPE_UNSPECIFIED: - { - GGML_ABORT("unknown pooling type"); - } + } } } @@ -1231,7 +1431,7 @@ int llama_context::decode(const llama_batch & batch_inp) { n_outputs = n_outputs_all; // set output mappings - if (n_outputs > 0) { + if (n_outputs > 0 && !backend_has_sampled) { bool sorted_output = true; auto & out_ids = balloc->get_out_ids(); @@ -1345,9 +1545,12 @@ uint32_t llama_context::output_reserve(int32_t n_outputs) { } float * output_base = (float *) ggml_backend_buffer_get_base(buf_output.get()); + llama_token * s_output_base = (llama_token *) ggml_backend_buffer_get_base(buf_output.get()); - logits = has_logits ? output_base : nullptr; - embd = has_embd ? output_base + logits_size : nullptr; + logits = has_logits ? output_base : nullptr; + embd = has_embd ? output_base + logits_size : nullptr; + sampled_tokens = !samplers.empty() ? s_output_base : nullptr; + sampled_probs = !samplers.empty() ? embd : nullptr; // set all ids as invalid (negative) std::fill(output_ids.begin(), output_ids.end(), -1); @@ -1456,6 +1659,7 @@ llm_graph_params llama_context::graph_params( /*.loras =*/ &loras, /*.mctx =*/ mctx, /*.cross =*/ &cross, + /*.samplers =*/ samplers, /*.n_outputs =*/ n_outputs, /*.cb =*/ graph_get_cb(), /*.res =*/ res, @@ -2319,6 +2523,8 @@ llama_context_params llama_context_default_params() { /*.op_offload =*/ true, /*.swa_full =*/ true, /*.kv_unified =*/ false, + /*.sampler =*/ nullptr, + /*.n_sampler =*/ 0, }; return result; @@ -2478,6 +2684,13 @@ float * llama_get_logits(llama_context * ctx) { float * llama_get_logits_ith(llama_context * ctx, int32_t i) { ctx->synchronize(); + if (ctx->get_backend_sampled_token_ith(i) != LLAMA_TOKEN_NULL) { + return nullptr; + } + if (ctx->get_backend_sampled_probs_ith(i) != nullptr) { + return nullptr; + } + return ctx->get_logits_ith(i); } @@ -2499,6 +2712,46 @@ float * llama_get_embeddings_seq(llama_context * ctx, llama_seq_id seq_id) { return ctx->get_embeddings_seq(seq_id); } +void llama_set_backend_sampler(llama_context * ctx, llama_seq_id seq_id, llama_sampler * sampler) { + ctx->set_backend_sampler(seq_id, sampler); +} + +llama_token llama_get_backend_sampled_token_ith(llama_context * ctx, int32_t i) { + ctx->synchronize(); + + return ctx->get_backend_sampled_token_ith(i); +} + +float * llama_get_backend_sampled_probs_ith(llama_context * ctx, int32_t i) { + ctx->synchronize(); + + return ctx->get_backend_sampled_probs_ith(i); +} + +float * llama_get_backend_sampled_logits_ith(llama_context * ctx, int32_t i) { + ctx->synchronize(); + + return ctx->get_backend_sampled_logits_ith(i); +} + +llama_token * llama_get_backend_sampled_token_ids_ith(llama_context * ctx, int32_t i) { + ctx->synchronize(); + + return const_cast(ctx->get_backend_sampled_token_ids_ith(i)); +} + +uint32_t llama_get_backend_sampled_logits_count_ith(llama_context * ctx, int32_t i) { + ctx->synchronize(); + + return static_cast(ctx->get_backend_sampled_logits_count(i)); +} + +uint32_t llama_get_backend_sampled_probs_count_ith(llama_context * ctx, int32_t i) { + ctx->synchronize(); + + return static_cast(ctx->get_backend_sampled_probs_count(i)); +} + // llama adapter API int32_t llama_set_adapter_lora( diff --git a/src/llama-context.h b/src/llama-context.h index 20cbd78955..b9020beff1 100644 --- a/src/llama-context.h +++ b/src/llama-context.h @@ -66,6 +66,16 @@ struct llama_context { float * get_embeddings_ith(int32_t i); float * get_embeddings_seq(llama_seq_id seq_id); + llama_token * get_backend_sampled_tokens(); + llama_token get_backend_sampled_token_ith(int32_t idx); + + float * get_backend_sampled_logits_ith(int32_t idx); + const llama_token * get_backend_sampled_token_ids_ith(int32_t idx); + size_t get_backend_sampled_logits_count(int32_t idx) const; + + float * get_backend_sampled_probs_ith(int32_t idx); + size_t get_backend_sampled_probs_count(int32_t idx) const; + void attach_threadpool( ggml_threadpool_t threadpool, ggml_threadpool_t threadpool_batch); @@ -208,6 +218,8 @@ public: // reserve a graph with a dummy ubatch of the specified size ggml_cgraph * graph_reserve(uint32_t n_tokens, uint32_t n_seqs, uint32_t n_outputs, const llama_memory_context_i * mctx, bool split_only = false); + void set_backend_sampler(llama_seq_id seq_id, llama_sampler * sampler); + private: llm_graph_params graph_params( llm_graph_result * res, @@ -242,6 +254,16 @@ private: size_t logits_size = 0; // capacity (of floats) for logits float * logits = nullptr; + std::unordered_map samplers; + llama_token * sampled_tokens = nullptr; + std::unordered_map sampled_tokens_map; + + float * sampled_probs = nullptr; + std::unordered_map> sampled_probs_map; + + std::unordered_map> sampled_logits_map; + std::unordered_map> sampled_token_ids_map; + // embeddings output (2-dimensional array: [n_outputs][n_embd]) // populated only when pooling_type == LLAMA_POOLING_TYPE_NONE size_t embd_size = 0; // capacity (of floats) for embeddings diff --git a/src/llama-graph.cpp b/src/llama-graph.cpp index 650e40ec6f..49aab37f33 100644 --- a/src/llama-graph.cpp +++ b/src/llama-graph.cpp @@ -3,6 +3,7 @@ #include "llama-impl.h" #include "llama-batch.h" #include "llama-cparams.h" +#include "llama-model.h" #include "llama-kv-cache.h" #include "llama-kv-cache-iswa.h" @@ -462,6 +463,28 @@ void llm_graph_input_mem_hybrid::set_input(const llama_ubatch * ubatch) { inp_rs->set_input(ubatch); } +void llm_graph_input_sampling::set_input(const llama_ubatch * ubatch) { + GGML_UNUSED(ubatch); + for (const auto & [seq_id, sampler] : samplers) { + if (sampler->iface->set_input_ggml) { + sampler->iface->set_input_ggml(sampler); + } + } +} + +bool llm_graph_input_sampling::can_reuse(const llm_graph_params & params) { + if (params.samplers.empty()) { + return true; + } + + for (const auto & [seq_id, sampler] : params.samplers) { + if (sampler_versions[seq_id] != llama_sampler_chain_get_version(sampler)) { + return false; + } + } + return true; +} + // // llm_graph_result // @@ -482,6 +505,10 @@ void llm_graph_result::reset() { t_logits = nullptr; t_embd = nullptr; t_embd_pooled = nullptr; + t_sampled_tokens.clear(); + t_sampled_probs.clear(); + t_sampled_logits.clear(); + t_sampled_token_ids.clear(); params = {}; @@ -587,6 +614,7 @@ llm_graph_context::llm_graph_context(const llm_graph_params & params) : loras (params.loras), mctx (params.mctx), cross (params.cross), + samplers (params.samplers), cb_func (params.cb), res (params.res), ctx0 (res->get_ctx()), @@ -2021,6 +2049,103 @@ void llm_graph_context::build_pooling( ggml_build_forward_expand(gf, cur); } +void llm_graph_context::build_sampling(const llama_model & model, const llm_graph_params & params) const { + GGML_UNUSED(params); + if (samplers.empty()) { + return; + } + + std::unordered_map seq_to_logit_row; + int32_t logit_row_idx = 0; + + for (uint32_t i = 0; i < ubatch.n_tokens; i++) { + if (ubatch.output[i]) { + llama_seq_id seq_id = ubatch.seq_id[i][0]; + seq_to_logit_row[seq_id] = logit_row_idx; + logit_row_idx++; + } + } + if (seq_to_logit_row.empty()) { + return; + } + + // res->t_logits will contain logits for all tokens that specied that want + // logits calculated (logits=1 or output=1) + ggml_tensor * logits_t = res->t_logits; + GGML_ASSERT(res->t_logits != nullptr && "missing t_logits tensor"); + + const int n_vocab = llama_vocab_n_tokens(llama_model_get_vocab(&model)); + GGML_ASSERT(logits_t->ne[0] == n_vocab); + + ggml_backend_dev_t device = model.dev_output(); + ggml_backend_buffer_type_t buft = ggml_backend_dev_buffer_type(device); + + std::unordered_map active_samplers; + + for (const auto & [seq_id, sampler] : samplers) { + // Only process samplers for sequences that are in the current batch + auto it = seq_to_logit_row.find(seq_id); + if (it == seq_to_logit_row.end()) { + continue; + } + const int32_t row_idx = it->second; + + // Allow GPU sampler to create input tensors by implementing init_ggml. + if (sampler->iface->init_ggml != nullptr) { + sampler->iface->init_ggml(sampler, buft); + } + + active_samplers[seq_id] = sampler; + + ggml_tensor * logits_seq = ggml_view_1d(ctx0, logits_t, n_vocab, row_idx * logits_t->nb[1]); + ggml_format_name(logits_seq, "logits_seq_%d", seq_id); + + struct llama_sampler_ggml_data ggml_data = { + /*.logits =*/ logits_seq, + /*.probs =*/ nullptr, + /*.sampled_token =*/ nullptr, + /*.filtered_ids =*/ nullptr, + }; + + llama_sampler_apply_ggml(sampler, ctx0, gf, &ggml_data); + + if (ggml_data.sampled_token != nullptr) { + res->t_sampled_tokens[seq_id] = ggml_data.sampled_token; + ggml_build_forward_expand(gf, ggml_data.sampled_token); + } + + if (ggml_data.probs != nullptr) { + res->t_sampled_probs[seq_id] = ggml_data.probs; + ggml_build_forward_expand(gf, ggml_data.probs); + } + + if (ggml_data.logits != logits_seq) { + res->t_sampled_logits[seq_id] = ggml_data.logits; + ggml_build_forward_expand(gf, res->t_sampled_logits[seq_id]); + } + + if (ggml_data.filtered_ids != nullptr) { + res->t_sampled_token_ids[seq_id] = ggml_data.filtered_ids; + ggml_build_forward_expand(gf, ggml_data.filtered_ids); + } + } + + // TODO: Call llama_sampler_accept_ggml after all samplers have been applied. + /* + for (const auto & [seq_id, sampler] : samplers) { + if (auto it = res->t_sampled_tokens.find(seq_id); it != res->t_sampled_tokens.end()) { + ggml_tensor * selected_token = it->second; + if (selected_token != nullptr) { + llama_sampler_accept_ggml(sampler, ctx0, gf, selected_token); + } + } + } + */ + + auto inp_sampling = std::make_unique(n_vocab, false, active_samplers); + res->add_input(std::move(inp_sampling)); +} + int32_t llama_relative_position_bucket(llama_pos x, llama_pos y, uint64_t n_buckets, bool bidirectional) { // TODO move to hparams if a T5 variant appears that uses a different value const int64_t max_distance = 128; diff --git a/src/llama-graph.h b/src/llama-graph.h index d0c3934f67..bd176e5d38 100644 --- a/src/llama-graph.h +++ b/src/llama-graph.h @@ -383,6 +383,32 @@ public: const llama_memory_hybrid_context * mctx; }; +class llm_graph_input_sampling : public llm_graph_input_i { +public: + llm_graph_input_sampling(int32_t n_vocab, bool sorted, + std::unordered_map samplers) : + n_vocab(n_vocab), sorted_value(sorted), samplers(samplers) { + + sampler_versions.reserve(samplers.size()); + for (const auto & [seq_id, sampler] : samplers) { + sampler_versions[seq_id] = llama_sampler_chain_get_version(sampler); + } + } + virtual ~llm_graph_input_sampling() = default; + + void set_input(const llama_ubatch * ubatch) override; + bool can_reuse(const llm_graph_params & params) override; + + int32_t n_vocab; + bool sorted_value; + ggml_tensor * size = nullptr; // I32 [1] + ggml_tensor * sorted = nullptr; // I32 [1] + + // Track sampler chain version for reuse + std::unordered_map sampler_versions; + std::unordered_map samplers; +}; + // // llm_graph_result // @@ -416,6 +442,23 @@ struct llm_graph_params { const llama_memory_context_i * mctx; const llama_cross * cross; + std::unordered_map samplers; + + static bool samplers_equal( + const std::unordered_map & lhs, + const std::unordered_map & rhs) { + if (lhs.size() != rhs.size()) { + return false; + } + for (const auto & [seq_id, sampler] : lhs) { + auto it = rhs.find(seq_id); + if (it == rhs.end() || it->second != sampler) { + return false; + } + } + return true; + } + uint32_t n_outputs; llm_graph_cb cb; @@ -463,7 +506,9 @@ struct llm_graph_params { cvec == other.cvec && loras == other.loras && cross == other.cross && - n_outputs == other.n_outputs; + n_outputs == other.n_outputs && + samplers_equal(samplers, other.samplers); + } }; @@ -504,6 +549,11 @@ public: ggml_tensor * t_embd = nullptr; ggml_tensor * t_embd_pooled = nullptr; + std::unordered_map t_sampled_logits; + std::unordered_map t_sampled_token_ids; + std::unordered_map t_sampled_tokens; + std::unordered_map t_sampled_probs; + std::vector inputs; ggml_context_ptr ctx_compute; @@ -579,6 +629,8 @@ struct llm_graph_context { const llama_memory_context_i * mctx; const llama_cross * cross; + std::unordered_map samplers; + const llm_graph_cb & cb_func; llm_graph_result * res; @@ -819,6 +871,12 @@ struct llm_graph_context { ggml_tensor * cls_out, ggml_tensor * cls_out_b) const; + // + // sampling (backend sampling) + // + + void build_sampling(const llama_model & model, const llm_graph_params & params) const; + // // dense (out) // diff --git a/src/llama-model.cpp b/src/llama-model.cpp index e703181a19..ca75ce4c9e 100644 --- a/src/llama-model.cpp +++ b/src/llama-model.cpp @@ -7412,6 +7412,9 @@ ggml_cgraph * llama_model::build_graph(const llm_graph_params & params) const { // add on pooling layer llm->build_pooling(cls, cls_b, cls_out, cls_out_b); + // add backend sampling layers (if any) + llm->build_sampling(*this, params); + // if the gguf model was converted with --sentence-transformers-dense-modules // there will be two additional dense projection layers // dense linear projections are applied after pooling diff --git a/src/llama-sampling.cpp b/src/llama-sampling.cpp index adb3f8810e..dc9227c1a5 100644 --- a/src/llama-sampling.cpp +++ b/src/llama-sampling.cpp @@ -372,6 +372,39 @@ void llama_sampler_apply(struct llama_sampler * smpl, struct llama_token_data_ar smpl->iface->apply(smpl, cur_p); } +void llama_sampler_apply_ggml( + struct llama_sampler * smpl, + struct ggml_context * ctx, + struct ggml_cgraph * gf, + struct llama_sampler_ggml_data * ggml_data) { + GGML_ASSERT(smpl->iface->apply_ggml); + smpl->iface->apply_ggml(smpl, ctx, gf, ggml_data); +} + +void llama_sampler_accept_ggml( + struct llama_sampler * smpl, + ggml_context * ctx, + ggml_cgraph * gf, + struct ggml_tensor * selected_token) { + if (smpl->iface->accept_ggml) { + smpl->iface->accept_ggml(smpl, ctx, gf, selected_token); + } +} + +void llama_sampler_set_input_ggml(struct llama_sampler * smpl) { + if (smpl->iface->set_input_ggml) { + smpl->iface->set_input_ggml(smpl); + } +} + +void llama_sampler_init_ggml( + struct llama_sampler * smpl, + ggml_backend_buffer_type_t buft) { + if (smpl->iface->init_ggml) { + smpl->iface->init_ggml(smpl, buft); + } +} + void llama_sampler_reset(struct llama_sampler * smpl) { if (smpl->iface->reset) { smpl->iface->reset(smpl); @@ -406,7 +439,15 @@ void llama_sampler_free(struct llama_sampler * smpl) { } llama_token llama_sampler_sample(struct llama_sampler * smpl, struct llama_context * ctx, int32_t idx) { - const auto * logits = llama_get_logits_ith(ctx, idx); + const llama_token sampled_token = llama_get_backend_sampled_token_ith(ctx, idx); + const float * sampled_probs = llama_get_backend_sampled_probs_ith(ctx, idx); + const float * sampled_logits = llama_get_backend_sampled_logits_ith(ctx, idx); + const llama_token * sampled_ids = llama_get_backend_sampled_token_ids_ith(ctx, idx); + + // If a backend sampler has already sampled a token, return it. + if (sampled_token != LLAMA_TOKEN_NULL) { + return sampled_token; + } const llama_model * model = llama_get_model(ctx); const llama_vocab * vocab = llama_model_get_vocab(model); @@ -415,9 +456,40 @@ llama_token llama_sampler_sample(struct llama_sampler * smpl, struct llama_conte // TODO: do not allocate each time std::vector cur; - cur.reserve(n_vocab); - for (llama_token token_id = 0; token_id < n_vocab; token_id++) { - cur.emplace_back(llama_token_data{token_id, logits[token_id], 0.0f}); + + if (sampled_probs) { + const uint32_t sampled_probs_count = llama_get_backend_sampled_probs_count_ith(ctx, idx); + cur.reserve(sampled_probs_count); + // The backend sampler has filtered the probabilities so we need to use the sampled ids. + if (sampled_ids != nullptr) { + for (uint32_t i = 0; i < sampled_probs_count; ++i) { + cur.emplace_back(llama_token_data{sampled_ids[i], 0.0f, sampled_probs[i]}); + } + } else { + for (llama_token token_id = 0; token_id < (int) sampled_probs_count; token_id++) { + cur.emplace_back(llama_token_data{token_id, 0.0f, sampled_probs[token_id]}); + } + } + } else if (sampled_logits) { + const uint32_t sampled_logits_count = llama_get_backend_sampled_logits_count_ith(ctx, idx); + cur.reserve(sampled_logits_count); + // The backend sampler has filtered the logits so we need to use the sampled ids. + if (sampled_ids != nullptr) { + for (llama_token i = 0; i < (int)sampled_logits_count; i++) { + cur.emplace_back(llama_token_data{sampled_ids[i], sampled_logits[i], 0.0f}); + } + } else { + for (llama_token token_id = 0; token_id < (int)sampled_logits_count; token_id++) { + cur.emplace_back(llama_token_data{token_id, sampled_logits[token_id], 0.0f}); + } + } + } else { + const auto * logits = llama_get_logits_ith(ctx, idx); + GGML_ASSERT(logits != nullptr); + cur.reserve(n_vocab); + for (llama_token token_id = 0; token_id < n_vocab; token_id++) { + cur.emplace_back(llama_token_data{token_id, logits[token_id], 0.0f}); + } } llama_token_data_array cur_p = { @@ -462,6 +534,10 @@ static void llama_sampler_chain_apply(struct llama_sampler * smpl, llama_token_d time_meas tm(chain->t_sample_us, chain->params.no_perf); for (auto * smpl : chain->samplers) { + // Skip GPU samplers - they have apply_ggml but no apply + if (smpl->iface->apply == nullptr) { + continue; + } llama_sampler_apply(smpl, cur_p); } } @@ -499,13 +575,67 @@ static void llama_sampler_chain_free(struct llama_sampler * smpl) { delete chain; } +static void llama_sampler_chain_apply_ggml( + struct llama_sampler * smpl, + struct ggml_context * ctx, + struct ggml_cgraph * gf, + struct llama_sampler_ggml_data * ggml_data) { + auto * chain = (llama_sampler_chain *) smpl->ctx; + + for (auto * smpl : chain->samplers) { + if (smpl->iface->apply_ggml) { + smpl->iface->apply_ggml(smpl, ctx, gf, ggml_data); + } + } +} + +static void llama_sampler_chain_accept_ggml( + struct llama_sampler * smpl, + ggml_context * ctx, + ggml_cgraph * gf, + struct ggml_tensor * selected_token) { + auto * chain = (llama_sampler_chain *) smpl->ctx; + + for (auto * smpl : chain->samplers) { + if (smpl->iface->accept_ggml) { + smpl->iface->accept_ggml(smpl, ctx, gf, selected_token); + } + } +} + +static void llama_sampler_chain_set_input_ggml(struct llama_sampler * smpl) { + auto * chain = (llama_sampler_chain *) smpl->ctx; + + for (auto * smpl : chain->samplers) { + if (smpl->iface->set_input_ggml) { + smpl->iface->set_input_ggml(smpl); + } + } +} + +static void llama_sampler_chain_set_backend_context( + struct llama_sampler * smpl, + ggml_backend_buffer_type_t buft) { + auto * chain = (llama_sampler_chain *) smpl->ctx; + + for (auto * smpl : chain->samplers) { + if (smpl->iface->init_ggml) { + smpl->iface->init_ggml(smpl,buft); + } + } +} + static struct llama_sampler_i llama_sampler_chain_i = { - /* .name = */ llama_sampler_chain_name, - /* .accept = */ llama_sampler_chain_accept, - /* .apply = */ llama_sampler_chain_apply, - /* .reset = */ llama_sampler_chain_reset, - /* .clone = */ llama_sampler_chain_clone, - /* .free = */ llama_sampler_chain_free, + /* .name = */ llama_sampler_chain_name, + /* .accept = */ llama_sampler_chain_accept, + /* .apply = */ llama_sampler_chain_apply, + /* .reset = */ llama_sampler_chain_reset, + /* .clone = */ llama_sampler_chain_clone, + /* .free = */ llama_sampler_chain_free, + /* .apply_ggml = */ llama_sampler_chain_apply_ggml, + /* .accept_ggml = */ llama_sampler_chain_accept_ggml, + /* .set_input_ggml = */ llama_sampler_chain_set_input_ggml, + /* .set_backend_context = */ llama_sampler_chain_set_backend_context, }; struct llama_sampler * llama_sampler_chain_init(struct llama_sampler_chain_params params) { @@ -523,6 +653,7 @@ struct llama_sampler * llama_sampler_chain_init(struct llama_sampler_chain_param void llama_sampler_chain_add(struct llama_sampler * chain, struct llama_sampler * smpl) { auto * p = (llama_sampler_chain *) chain->ctx; p->samplers.push_back(smpl); + p->version++; } struct llama_sampler * llama_sampler_chain_get(const struct llama_sampler * chain, int32_t i) { @@ -544,6 +675,7 @@ struct llama_sampler * llama_sampler_chain_remove(struct llama_sampler * chain, auto * result = p->samplers[i]; p->samplers.erase(p->samplers.begin() + i); + p->version++; return result; } @@ -554,6 +686,11 @@ int llama_sampler_chain_n(const struct llama_sampler * chain) { return p->samplers.size(); } +uint64_t llama_sampler_chain_get_version(const struct llama_sampler * chain) { + const auto * p = (const llama_sampler_chain *) chain->ctx; + return p->version; +} + // // samplers // @@ -574,12 +711,16 @@ static void llama_sampler_greedy_apply(struct llama_sampler * /*smpl*/, llama_to } static struct llama_sampler_i llama_sampler_greedy_i = { - /* .name = */ llama_sampler_greedy_name, - /* .accept = */ nullptr, - /* .apply = */ llama_sampler_greedy_apply, - /* .reset = */ nullptr, - /* .clone = */ nullptr, - /* .free = */ nullptr, + /* .name = */ llama_sampler_greedy_name, + /* .accept = */ nullptr, + /* .apply = */ llama_sampler_greedy_apply, + /* .reset = */ nullptr, + /* .clone = */ nullptr, + /* .free = */ nullptr, + /* .apply_ggml = */ nullptr, + /* .accept_ggml = */ nullptr, + /* .set_input_ggml = */ nullptr, + /* .set_backend_context = */ nullptr, }; struct llama_sampler * llama_sampler_init_greedy() { @@ -699,12 +840,16 @@ static void llama_sampler_dist_free(struct llama_sampler * smpl) { } static struct llama_sampler_i llama_sampler_dist_i = { - /* .name = */ llama_sampler_dist_name, - /* .accept = */ nullptr, - /* .apply = */ llama_sampler_dist_apply, - /* .reset = */ llama_sampler_dist_reset, - /* .clone = */ llama_sampler_dist_clone, - /* .free = */ llama_sampler_dist_free, + /* .name = */ llama_sampler_dist_name, + /* .accept = */ nullptr, + /* .apply = */ llama_sampler_dist_apply, + /* .reset = */ llama_sampler_dist_reset, + /* .clone = */ llama_sampler_dist_clone, + /* .free = */ llama_sampler_dist_free, + /* .apply_ggml = */ nullptr, + /* .accept_ggml = */ nullptr, + /* .set_input_ggml = */ nullptr, + /* .set_backend_context = */ nullptr, }; struct llama_sampler * llama_sampler_init_dist(uint32_t seed) { @@ -744,12 +889,16 @@ static void llama_sampler_top_k_free(struct llama_sampler * smpl) { } static struct llama_sampler_i llama_sampler_top_k_i = { - /* .name = */ llama_sampler_top_k_name, - /* .accept = */ nullptr, - /* .apply = */ llama_sampler_top_k_apply, - /* .reset = */ nullptr, - /* .clone = */ llama_sampler_top_k_clone, - /* .free = */ llama_sampler_top_k_free, + /* .name = */ llama_sampler_top_k_name, + /* .accept = */ nullptr, + /* .apply = */ llama_sampler_top_k_apply, + /* .reset = */ nullptr, + /* .clone = */ llama_sampler_top_k_clone, + /* .free = */ llama_sampler_top_k_free, + /* .apply_ggml = */ nullptr, + /* .accept_ggml = */ nullptr, + /* .set_input_ggml = */ nullptr, + /* .set_backend_context = */ nullptr, }; struct llama_sampler * llama_sampler_init_top_k(int32_t k) { @@ -839,12 +988,16 @@ static void llama_sampler_top_p_free(struct llama_sampler * smpl) { } static struct llama_sampler_i llama_sampler_top_p_i = { - /* .name = */ llama_sampler_top_p_name, - /* .accept = */ nullptr, - /* .apply = */ llama_sampler_top_p_apply, - /* .reset = */ nullptr, - /* .clone = */ llama_sampler_top_p_clone, - /* .free = */ llama_sampler_top_p_free, + /* .name = */ llama_sampler_top_p_name, + /* .accept = */ nullptr, + /* .apply = */ llama_sampler_top_p_apply, + /* .reset = */ nullptr, + /* .clone = */ llama_sampler_top_p_clone, + /* .free = */ llama_sampler_top_p_free, + /* .apply_ggml = */ nullptr, + /* .accept_ggml = */ nullptr, + /* .set_input_ggml = */ nullptr, + /* .set_backend_context = */ nullptr, }; struct llama_sampler * llama_sampler_init_top_p(float p, size_t min_keep) { @@ -933,12 +1086,16 @@ static void llama_sampler_min_p_free(struct llama_sampler * smpl) { } static struct llama_sampler_i llama_sampler_min_p_i = { - /* .name = */ llama_sampler_min_p_name, - /* .accept = */ nullptr, - /* .apply = */ llama_sampler_min_p_apply, - /* .reset = */ nullptr, - /* .clone = */ llama_sampler_min_p_clone, - /* .free = */ llama_sampler_min_p_free, + /* .name = */ llama_sampler_min_p_name, + /* .accept = */ nullptr, + /* .apply = */ llama_sampler_min_p_apply, + /* .reset = */ nullptr, + /* .clone = */ llama_sampler_min_p_clone, + /* .free = */ llama_sampler_min_p_free, + /* .apply_ggml = */ nullptr, + /* .accept_ggml = */ nullptr, + /* .set_input_ggml = */ nullptr, + /* .set_backend_context = */ nullptr, }; struct llama_sampler * llama_sampler_init_min_p(float p, size_t min_keep) { @@ -1032,12 +1189,16 @@ static void llama_sampler_typical_free(struct llama_sampler * smpl) { } static struct llama_sampler_i llama_sampler_typical_i = { - /* .name = */ llama_sampler_typical_name, - /* .accept = */ nullptr, - /* .apply = */ llama_sampler_typical_apply, - /* .reset = */ nullptr, - /* .clone = */ llama_sampler_typical_clone, - /* .free = */ llama_sampler_typical_free, + /* .name = */ llama_sampler_typical_name, + /* .accept = */ nullptr, + /* .apply = */ llama_sampler_typical_apply, + /* .reset = */ nullptr, + /* .clone = */ llama_sampler_typical_clone, + /* .free = */ llama_sampler_typical_free, + /* .apply_ggml = */ nullptr, + /* .accept_ggml = */ nullptr, + /* .set_input_ggml = */ nullptr, + /* .set_backend_context = */ nullptr, }; struct llama_sampler * llama_sampler_init_typical(float p, size_t min_keep) { @@ -1076,12 +1237,16 @@ static void llama_sampler_temp_free(struct llama_sampler * smpl) { } static struct llama_sampler_i llama_sampler_temp_i = { - /* .name = */ llama_sampler_temp_name, - /* .accept = */ nullptr, - /* .apply = */ llama_sampler_temp_apply, - /* .reset = */ nullptr, - /* .clone = */ llama_sampler_temp_clone, - /* .free = */ llama_sampler_temp_free, + /* .name = */ llama_sampler_temp_name, + /* .accept = */ nullptr, + /* .apply = */ llama_sampler_temp_apply, + /* .reset = */ nullptr, + /* .clone = */ llama_sampler_temp_clone, + /* .free = */ llama_sampler_temp_free, + /* .apply_ggml = */ nullptr, + /* .accept_ggml = */ nullptr, + /* .set_input_ggml = */ nullptr, + /* .set_backend_context = */ nullptr, }; struct llama_sampler * llama_sampler_init_temp(float temp) { @@ -1186,12 +1351,16 @@ static void llama_sampler_temp_ext_free(struct llama_sampler * smpl) { } static struct llama_sampler_i llama_sampler_temp_ext_i = { - /* .name = */ llama_sampler_temp_ext_name, - /* .accept = */ nullptr, - /* .apply = */ llama_sampler_temp_ext_apply, - /* .reset = */ nullptr, - /* .clone = */ llama_sampler_temp_ext_clone, - /* .free = */ llama_sampler_temp_ext_free, + /* .name = */ llama_sampler_temp_ext_name, + /* .accept = */ nullptr, + /* .apply = */ llama_sampler_temp_ext_apply, + /* .reset = */ nullptr, + /* .clone = */ llama_sampler_temp_ext_clone, + /* .free = */ llama_sampler_temp_ext_free, + /* .apply_ggml = */ nullptr, + /* .accept_ggml = */ nullptr, + /* .set_input_ggml = */ nullptr, + /* .set_backend_context = */ nullptr, }; struct llama_sampler * llama_sampler_init_temp_ext(float temp, float delta, float exponent) { @@ -1280,12 +1449,16 @@ static void llama_sampler_xtc_reset(struct llama_sampler * smpl) { } static struct llama_sampler_i llama_sampler_xtc_i = { - /* .name = */ llama_sampler_xtc_name, - /* .accept = */ nullptr, - /* .apply = */ llama_sample_xtc_apply, - /* .reset = */ llama_sampler_xtc_reset, - /* .clone = */ llama_sampler_xtc_clone, - /* .free = */ llama_sampler_xtc_free, + /* .name = */ llama_sampler_xtc_name, + /* .accept = */ nullptr, + /* .apply = */ llama_sample_xtc_apply, + /* .reset = */ llama_sampler_xtc_reset, + /* .clone = */ llama_sampler_xtc_clone, + /* .free = */ llama_sampler_xtc_free, + /* .apply_ggml = */ nullptr, + /* .accept_ggml = */ nullptr, + /* .set_input_ggml = */ nullptr, + /* .set_backend_context = */ nullptr, }; struct llama_sampler * llama_sampler_init_xtc(float p, float t, size_t min_keep, uint32_t seed) { @@ -1388,12 +1561,16 @@ static void llama_sampler_mirostat_free(struct llama_sampler * smpl) { } static struct llama_sampler_i llama_sampler_mirostat_i = { - /* .name = */ llama_sampler_mirostat_name, - /* .accept = */ nullptr, - /* .apply = */ llama_sampler_mirostat_apply, - /* .reset = */ llama_sampler_mirostat_reset, - /* .clone = */ llama_sampler_mirostat_clone, - /* .free = */ llama_sampler_mirostat_free, + /* .name = */ llama_sampler_mirostat_name, + /* .accept = */ nullptr, + /* .apply = */ llama_sampler_mirostat_apply, + /* .reset = */ llama_sampler_mirostat_reset, + /* .clone = */ llama_sampler_mirostat_clone, + /* .free = */ llama_sampler_mirostat_free, + /* .apply_ggml = */ nullptr, + /* .accept_ggml = */ nullptr, + /* .set_input_ggml = */ nullptr, + /* .set_backend_context = */ nullptr, }; struct llama_sampler * llama_sampler_init_mirostat(int32_t n_vocab, uint32_t seed, float tau, float eta, int32_t m) { @@ -1487,12 +1664,16 @@ static void llama_sampler_mirostat_v2_free(struct llama_sampler * smpl) { } static struct llama_sampler_i llama_sampler_mirostat_v2_i = { - /* .name = */ llama_sampler_mirostat_v2_name, - /* .accept = */ nullptr, - /* .apply = */ llama_sampler_mirostat_v2_apply, - /* .reset = */ llama_sampler_mirostat_v2_reset, - /* .clone = */ llama_sampler_mirostat_v2_clone, - /* .free = */ llama_sampler_mirostat_v2_free, + /* .name = */ llama_sampler_mirostat_v2_name, + /* .accept = */ nullptr, + /* .apply = */ llama_sampler_mirostat_v2_apply, + /* .reset = */ llama_sampler_mirostat_v2_reset, + /* .clone = */ llama_sampler_mirostat_v2_clone, + /* .free = */ llama_sampler_mirostat_v2_free, + /* .apply_ggml = */ nullptr, + /* .accept_ggml = */ nullptr, + /* .set_input_ggml = */ nullptr, + /* .set_backend_context = */ nullptr, }; struct llama_sampler * llama_sampler_init_mirostat_v2(uint32_t seed, float tau, float eta) { @@ -1604,12 +1785,16 @@ static void llama_sampler_grammar_free(struct llama_sampler * smpl) { } static struct llama_sampler_i llama_sampler_grammar_i = { - /* .name = */ llama_sampler_grammar_name, - /* .accept = */ llama_sampler_grammar_accept_impl, - /* .apply = */ llama_sampler_grammar_apply, - /* .reset = */ llama_sampler_grammar_reset, - /* .clone = */ llama_sampler_grammar_clone, - /* .free = */ llama_sampler_grammar_free, + /* .name = */ llama_sampler_grammar_name, + /* .accept = */ llama_sampler_grammar_accept_impl, + /* .apply = */ llama_sampler_grammar_apply, + /* .reset = */ llama_sampler_grammar_reset, + /* .clone = */ llama_sampler_grammar_clone, + /* .free = */ llama_sampler_grammar_free, + /* .apply_ggml = */ nullptr, + /* .accept_ggml = */ nullptr, + /* .set_input_ggml = */ nullptr, + /* .set_backend_context = */ nullptr, }; static struct llama_sampler * llama_sampler_init_grammar_impl( @@ -1811,12 +1996,16 @@ static void llama_sampler_penalties_free(struct llama_sampler * smpl) { } static struct llama_sampler_i llama_sampler_penalties_i = { - /* .name = */ llama_sampler_penalties_name, - /* .accept = */ llama_sampler_penalties_accept, - /* .apply = */ llama_sampler_penalties_apply, - /* .reset = */ llama_sampler_penalties_reset, - /* .clone = */ llama_sampler_penalties_clone, - /* .free = */ llama_sampler_penalties_free, + /* .name = */ llama_sampler_penalties_name, + /* .accept = */ llama_sampler_penalties_accept, + /* .apply = */ llama_sampler_penalties_apply, + /* .reset = */ llama_sampler_penalties_reset, + /* .clone = */ llama_sampler_penalties_clone, + /* .free = */ llama_sampler_penalties_free, + /* .apply_ggml = */ nullptr, + /* .accept_ggml = */ nullptr, + /* .set_input_ggml = */ nullptr, + /* .set_backend_context = */ nullptr, }; struct llama_sampler * llama_sampler_init_penalties( @@ -1902,12 +2091,16 @@ static void llama_sampler_top_n_sigma_free(struct llama_sampler * smpl) { } static struct llama_sampler_i llama_sampler_top_n_sigma_i = { - /* .name = */ llama_sampler_top_n_sigma_name, - /* .accept = */ nullptr, - /* .apply = */ llama_sampler_top_n_sigma_apply, - /* .reset = */ nullptr, - /* .clone = */ llama_sampler_top_n_sigma_clone, - /* .free = */ llama_sampler_top_n_sigma_free, + /* .name = */ llama_sampler_top_n_sigma_name, + /* .accept = */ nullptr, + /* .apply = */ llama_sampler_top_n_sigma_apply, + /* .reset = */ nullptr, + /* .clone = */ llama_sampler_top_n_sigma_clone, + /* .free = */ llama_sampler_top_n_sigma_free, + /* .apply_ggml = */ nullptr, + /* .accept_ggml = */ nullptr, + /* .set_input_ggml = */ nullptr, + /* .set_backend_context = */ nullptr, }; struct llama_sampler * llama_sampler_init_top_n_sigma(float n) { @@ -2232,12 +2425,16 @@ static void llama_sampler_dry_free(struct llama_sampler * smpl) { } static struct llama_sampler_i llama_sampler_dry_i = { - /* .name = */ llama_sampler_dry_name, - /* .accept = */ llama_sampler_dry_accept, - /* .apply = */ llama_sampler_dry_apply, - /* .reset = */ llama_sampler_dry_reset, - /* .clone = */ llama_sampler_dry_clone, - /* .free = */ llama_sampler_dry_free, + /* .name = */ llama_sampler_dry_name, + /* .accept = */ llama_sampler_dry_accept, + /* .apply = */ llama_sampler_dry_apply, + /* .reset = */ llama_sampler_dry_reset, + /* .clone = */ llama_sampler_dry_clone, + /* .free = */ llama_sampler_dry_free, + /* .apply_ggml = */ nullptr, + /* .accept_ggml = */ nullptr, + /* .set_input_ggml = */ nullptr, + /* .set_backend_context = */ nullptr, }; struct llama_sampler * llama_sampler_init_dry(const struct llama_vocab * vocab, int32_t n_ctx_train, float dry_multiplier, float dry_base, int32_t dry_allowed_length, int32_t dry_penalty_last_n, const char** seq_breakers, size_t num_breakers) { @@ -2373,12 +2570,16 @@ static void llama_sampler_logit_bias_free(struct llama_sampler * smpl) { } static struct llama_sampler_i llama_sampler_logit_bias_i = { - /* .name = */ llama_sampler_logit_bias_name, - /* .accept = */ nullptr, - /* .apply = */ llama_sampler_logit_bias_apply, - /* .reset = */ nullptr, - /* .clone = */ llama_sampler_logit_bias_clone, - /* .free = */ llama_sampler_logit_bias_free, + /* .name = */ llama_sampler_logit_bias_name, + /* .accept = */ nullptr, + /* .apply = */ llama_sampler_logit_bias_apply, + /* .reset = */ nullptr, + /* .clone = */ llama_sampler_logit_bias_clone, + /* .free = */ llama_sampler_logit_bias_free, + /* .apply_ggml = */ nullptr, + /* .accept_ggml = */ nullptr, + /* .set_input_ggml = */ nullptr, + /* .set_backend_context = */ nullptr, }; struct llama_sampler * llama_sampler_init_logit_bias( @@ -2603,12 +2804,16 @@ static void llama_sampler_infill_free(struct llama_sampler * smpl) { } static struct llama_sampler_i llama_sampler_infill_i = { - /* .name = */ llama_sampler_infill_name, - /* .accept = */ nullptr, - /* .apply = */ llama_sampler_infill_apply, - /* .reset = */ nullptr, - /* .clone = */ llama_sampler_infill_clone, - /* .free = */ llama_sampler_infill_free, + /* .name = */ llama_sampler_infill_name, + /* .accept = */ nullptr, + /* .apply = */ llama_sampler_infill_apply, + /* .reset = */ nullptr, + /* .clone = */ llama_sampler_infill_clone, + /* .free = */ llama_sampler_infill_free, + /* .apply_ggml = */ nullptr, + /* .accept_ggml = */ nullptr, + /* .set_input_ggml = */ nullptr, + /* .set_backend_context = */ nullptr, }; struct llama_sampler * llama_sampler_init_infill(const struct llama_vocab * vocab) { diff --git a/src/llama-sampling.h b/src/llama-sampling.h index 759dd7dcb7..d92311f58a 100644 --- a/src/llama-sampling.h +++ b/src/llama-sampling.h @@ -21,6 +21,9 @@ struct llama_sampler_chain { mutable int64_t t_sample_us; mutable int32_t n_sample; + + // simple version tracking for GPU sampling graph can_reuse + uint64_t version = 0; }; struct llama_sampler * llama_sampler_init_dry_testing( diff --git a/tests/CMakeLists.txt b/tests/CMakeLists.txt index d9cc5e933f..0db8b4bd88 100644 --- a/tests/CMakeLists.txt +++ b/tests/CMakeLists.txt @@ -206,6 +206,18 @@ llama_build_and_test(test-backend-ops.cpp) llama_build_and_test(test-model-load-cancel.cpp LABEL "model") llama_build_and_test(test-autorelease.cpp LABEL "model") +llama_build_and_test(test-backend-sampler.cpp LABEL "model") +target_include_directories(test-backend-sampler PRIVATE ${PROJECT_SOURCE_DIR}/src) +llama_test(test-backend-sampler NAME test-backend-sampler-greedy ARGS --test greedy) +llama_test(test-backend-sampler NAME test-backend-sampler-temp ARGS --test temp) +llama_test(test-backend-sampler NAME test-backend-sampler-top_k ARGS --test top_k) +llama_test(test-backend-sampler NAME test-backend-sampler-dist ARGS --test dist) +llama_test(test-backend-sampler NAME test-backend-sampler-dist-and-cpu ARGS --test dist_and_cpu) +llama_test(test-backend-sampler NAME test-backend-sampler-logit-bias ARGS --test logit_bias) +llama_test(test-backend-sampler NAME test-backend-sampler-mul_seq ARGS --test multi_sequence) +llama_test(test-backend-sampler NAME test-backend-sampler-set-sampler ARGS --test set_sampler) + + if (NOT GGML_BACKEND_DL) # these tests use the backends directly and cannot be built with dynamic loading llama_build_and_test(test-barrier.cpp) diff --git a/tests/test-backend-sampler.cpp b/tests/test-backend-sampler.cpp new file mode 100644 index 0000000000..191eebba3e --- /dev/null +++ b/tests/test-backend-sampler.cpp @@ -0,0 +1,760 @@ +#include "ggml.h" +#include "llama.h" +#include "get-model.h" +#include "common.h" + +#ifdef NDEBUG +#undef NDEBUG +#endif + +#include +#include +#include +#include +#include +#include +#include + +struct test_model_context { + llama_model * model = nullptr; + llama_context * ctx = nullptr; + const llama_vocab * vocab = nullptr; + int n_vocab = 0; + std::unordered_map seq_positions; + std::unordered_map last_batch_info; + + bool setup_model(const char * model_path) { + if (model != nullptr) { + return true; + } + + llama_backend_init(); + + llama_model_params mparams = llama_model_default_params(); + model = llama_model_load_from_file(model_path, mparams); + if (model == nullptr) { + fprintf(stderr, "Warning: failed to load model '%s', skipping test\n", model_path); + cleanup(); + return false; + } + vocab = llama_model_get_vocab(model); + + return true; + } + + bool setup(const char * model_path, std::vector & configs) { + if (model == nullptr) { + setup_model(model_path); + } + + if (model != nullptr && ctx != nullptr) { + return true; + } + + llama_context_params cparams = llama_context_default_params(); + cparams.n_ctx = 512; + cparams.n_batch = 512; + cparams.samplers = configs.data(); + cparams.n_samplers = configs.size(); + + int32_t max_seq_id = 0; + for (const auto & config : configs) { + if (config.seq_id > max_seq_id) { + max_seq_id = config.seq_id; + } + } + cparams.n_seq_max = max_seq_id + 1; + + ctx = llama_init_from_model(model, cparams); + if (ctx == nullptr) { + fprintf(stderr, "Warning: failed to create context, skipping test\n"); + cleanup(); + return false; + } + llama_set_warmup(ctx, false); + + vocab = llama_model_get_vocab(model); + n_vocab = llama_vocab_n_tokens(vocab); + fprintf(stderr, "Vocabulary size: %d\n", n_vocab); + + return true; + } + + bool decode(const std::map & prompts) { + if (ctx == nullptr || vocab == nullptr) { + fprintf(stderr, "Error: context not initialized, call setup() first\n"); + return false; + } + + last_batch_info.clear(); + llama_batch batch = llama_batch_init(512, 0, prompts.size()); + + int n_tokens_per_prompt = 0; + + for (const auto & [seq_id, prompt] : prompts) { + std::vector tokens; + tokens.push_back(llama_vocab_bos(vocab)); + + std::vector prompt_tokens(32); + int n_tokens = llama_tokenize(vocab, prompt.c_str(), prompt.length(), + prompt_tokens.data(), prompt_tokens.size(), + false, false); + //TODO: refactor this function to just handle a single prompt at a time + // to avoid this check and complexity. + if (n_tokens_per_prompt == 0) { + n_tokens_per_prompt = n_tokens; + } else { + if (n_tokens != n_tokens_per_prompt) { + fprintf(stderr, "Error: prompts must have the same number of tokens\n"); + llama_batch_free(batch); + return false; + } + n_tokens_per_prompt = n_tokens; + } + if (n_tokens < 0) { + fprintf(stderr, "Warning: tokenization failed for seq_id %d\n", seq_id); + llama_batch_free(batch); + return false; + } + + for (int i = 0; i < n_tokens; i++) { + tokens.push_back(prompt_tokens[i]); + } + + for (size_t i = 0; i < tokens.size(); i++) { + common_batch_add(batch, tokens[i], i, { seq_id }, i == tokens.size() - 1); + } + + seq_positions[seq_id] = tokens.size(); + } + + + printf("Batch contents:\n"); + printf(" n_tokens: %d\n", batch.n_tokens); + for (int i = 0; i < batch.n_tokens; i++) { + printf(" token[%d]: tok=%-5d, pos=%d, n_seq_id=%d, seq_ids=[", i, batch.token[i], batch.pos[i], batch.n_seq_id[i]); + + for (int j = 0; j < batch.n_seq_id[i]; j++) { + printf("%d%s", batch.seq_id[i][j], j < batch.n_seq_id[i]-1 ? ", " : ""); + } + printf("], logits=%d\n", batch.logits[i]); +} + + if (llama_decode(ctx, batch) != 0) { + fprintf(stderr, "Warning: llama_decode failed\n"); + llama_batch_free(batch); + return false; + } + + // Build mapping from seq id to batch token idx + for (int i = 0; i < batch.n_tokens; i++) { + if (batch.logits[i]) { + llama_seq_id seq_id = batch.seq_id[i][0]; + last_batch_info[seq_id] = i; + printf("seq %d : batch idx %d\n", seq_id, i); + } + } + + llama_batch_free(batch); + return true; + } + + int32_t idx_for_seq(llama_seq_id seq_id) { + auto it = last_batch_info.find(seq_id); + if (it == last_batch_info.end()) { + fprintf(stderr, "Error: no batch index found for seq_id %d\n", seq_id); + return -1; + } + return it->second; + } + + bool decode_token(llama_token token, llama_seq_id seq_id = 0) { + if (ctx == nullptr) { + fprintf(stderr, "Error: context not initialized, call setup() first\n"); + return false; + } + + llama_batch batch = llama_batch_init(1, 0, 1); + int32_t pos = seq_positions[seq_id]; + common_batch_add(batch, token, pos, { seq_id }, true); + + if (llama_decode(ctx, batch) != 0) { + fprintf(stderr, "Warning: llama_decode failed for token %d in seq %d\n", token, seq_id); + llama_batch_free(batch); + return false; + } + + last_batch_info.clear(); + for (int i = 0; i < batch.n_tokens; i++) { + if (batch.logits[i]) { + llama_seq_id cur_seq = batch.seq_id[i][0]; + last_batch_info[cur_seq] = i; + } + } + + seq_positions[seq_id]++; + llama_batch_free(batch); + return true; + } + + bool decode_tokens(const std::map & seq_tokens) { + if (ctx == nullptr) { + fprintf(stderr, "Error: context not initialized, call setup() first\n"); + return false; + } + + llama_batch batch = llama_batch_init(seq_tokens.size(), 0, seq_tokens.size()); + + for (const auto & [seq_id, token] : seq_tokens) { + int32_t pos = seq_positions[seq_id]; + common_batch_add(batch, token, pos, { seq_id }, true); + } + + if (llama_decode(ctx, batch) != 0) { + fprintf(stderr, "Warning: llama_decode failed for batch tokens\n"); + llama_batch_free(batch); + return false; + } + + for (const auto & [seq_id, _] : seq_tokens) { + seq_positions[seq_id]++; + } + + last_batch_info.clear(); + for (int i = 0; i < batch.n_tokens; i++) { + if (batch.logits[i]) { + llama_seq_id cur_seq = batch.seq_id[i][0]; + last_batch_info[cur_seq] = i; + } + } + + llama_batch_free(batch); + return true; + } + + std::string token_to_piece(llama_token token, bool special) { + std::string piece; + piece.resize(piece.capacity()); // using string internal cache, 15 bytes + '\n' + const int n_chars = llama_token_to_piece(vocab, token, &piece[0], piece.size(), 0, special); + if (n_chars < 0) { + piece.resize(-n_chars); + int check = llama_token_to_piece(vocab, token, &piece[0], piece.size(), 0, special); + GGML_ASSERT(check == -n_chars); + } + else { + piece.resize(n_chars); + } + + return piece; + } + + void cleanup() { + if (ctx) llama_free(ctx); + if (model) llama_model_free(model); + llama_backend_free(); + ctx = nullptr; + model = nullptr; + vocab = nullptr; + } + + ~test_model_context() { + cleanup(); + } +}; + +static void test_backend_greedy_sampling(const char * model_path) { + test_model_context test_ctx; + + const int seq_id = 0; + + struct llama_sampler_chain_params backend_sampler_params = llama_sampler_chain_default_params(); + struct llama_sampler * backend_sampler_chain = llama_sampler_chain_init(backend_sampler_params); + + llama_sampler_chain_add(backend_sampler_chain, llama_sampler_backend_init_greedy()); + std::vector backend_sampler_configs = {{ seq_id, backend_sampler_chain }}; + + if (!test_ctx.setup(model_path, backend_sampler_configs)) { + return; + } + + if (!test_ctx.decode({{seq_id, "Some"}})) { + return; + } + + int32_t batch_idx = test_ctx.idx_for_seq(seq_id); + + llama_token token = llama_get_backend_sampled_token_ith(test_ctx.ctx, batch_idx); + printf("greedy sampled id:%d, string:'%s'\n", token, test_ctx.token_to_piece(token, false).c_str()); + GGML_ASSERT(token >= 0 && token < test_ctx.n_vocab); + + token = llama_get_backend_sampled_token_ith(test_ctx.ctx, -1); + printf("greedy sampled id:%d, string:'%s'\n", token, test_ctx.token_to_piece(token, false).c_str()); + GGML_ASSERT(token >= 0 && token < test_ctx.n_vocab); + + for (int i = 0; i < 10; i++) { + int32_t loop_idx = test_ctx.idx_for_seq(seq_id); + llama_token token = llama_get_backend_sampled_token_ith(test_ctx.ctx, loop_idx); + printf("Generation step %d: token id:%d, string: %s\n", i, token, test_ctx.token_to_piece(token, false).c_str()); + test_ctx.decode_token(token, 0); + } +} + +static void test_backend_top_k_sampling(const char * model_path) { + test_model_context test_ctx; + + const int seq_id = 0; + const int32_t k = 8; + struct llama_sampler_chain_params backend_chain_params = llama_sampler_chain_default_params(); + struct llama_sampler * backend_sampler_chain = llama_sampler_chain_init(backend_chain_params); + llama_sampler_chain_add(backend_sampler_chain, llama_sampler_backend_init_top_k(k)); + std::vector backend_sampler_configs = {{ seq_id, backend_sampler_chain }}; + + if (!test_ctx.setup(model_path, backend_sampler_configs)) { + return; + } + + if (!test_ctx.decode({{seq_id, "Hello"}})) { + return; + } + + int32_t batch_idx = test_ctx.idx_for_seq(seq_id); + + float * logits = llama_get_backend_sampled_logits_ith(test_ctx.ctx, batch_idx); + uint32_t n_logits = llama_get_backend_sampled_logits_count_ith(test_ctx.ctx, batch_idx); + for (size_t i = 0; i < n_logits; ++i) { + printf("top_k logit[%zu] = %.6f\n", i, logits[i]); + } + + // Sample using CPU sampler for verification that it is possible to do hybrid + // sampling, first top_k on the backend and then dist on the CPU. + struct llama_sampler_chain_params chain_params = llama_sampler_chain_default_params(); + struct llama_sampler * chain = llama_sampler_chain_init(chain_params); + GGML_ASSERT(chain->iface->apply_ggml != nullptr); + + llama_sampler_chain_add(chain, llama_sampler_init_dist(18)); + llama_token token = llama_sampler_sample(chain, test_ctx.ctx, batch_idx); + const std::string token_str = test_ctx.token_to_piece(token, false); + GGML_ASSERT(token >= 0 && token < test_ctx.n_vocab); + + printf("backend top-k hybrid sampling test PASSED\n"); + + llama_sampler_free(chain); +} + +static void test_backend_temp_sampling(const char * model_path) { + test_model_context test_ctx; + + const float temp_0 = 0.8f; + struct llama_sampler_chain_params backend_chain_params_0 = llama_sampler_chain_default_params(); + struct llama_sampler * backend_sampler_chain_0 = llama_sampler_chain_init(backend_chain_params_0); + llama_sampler_chain_add(backend_sampler_chain_0, llama_sampler_backend_init_temp(temp_0)); + + const float temp_1 = 0.1f; + struct llama_sampler_chain_params backend_chain_params_1 = llama_sampler_chain_default_params(); + struct llama_sampler * backend_sampler_chain_1 = llama_sampler_chain_init(backend_chain_params_1); + llama_sampler_chain_add(backend_sampler_chain_1, llama_sampler_backend_init_temp(temp_1)); + + std::vector backend_sampler_configs = { + { 0, backend_sampler_chain_0 }, + { 1, backend_sampler_chain_1 } + }; + + if (!test_ctx.setup(model_path, backend_sampler_configs)) { + return; + } + + if (!test_ctx.decode({{0, "Some where over"}, {1, "Once upon a"}})) { + return; + } + + int32_t batch_idx_0 = test_ctx.idx_for_seq(0); + int32_t batch_idx_1 = test_ctx.idx_for_seq(1); + + // Sample from sequence 0 using CPU sampler + struct llama_sampler_chain_params chain_params_0 = llama_sampler_chain_default_params(); + struct llama_sampler * chain_0 = llama_sampler_chain_init(chain_params_0); + llama_sampler_chain_add(chain_0, llama_sampler_init_dist(18)); + + llama_token token_0 = llama_sampler_sample(chain_0, test_ctx.ctx, batch_idx_0); + const std::string token_0_str = test_ctx.token_to_piece(token_0, false); + printf("Sequence 0 sampled token id:%d, string: '%s'\n", token_0, token_0_str.c_str()); + GGML_ASSERT(token_0 >= 0 && token_0 < test_ctx.n_vocab); + + // Sample from sequence 1 using CPU sampler + struct llama_sampler_chain_params chain_params_1 = llama_sampler_chain_default_params(); + struct llama_sampler * chain_1 = llama_sampler_chain_init(chain_params_1); + llama_sampler_chain_add(chain_1, llama_sampler_init_dist(18)); + + llama_token token_1 = llama_sampler_sample(chain_1, test_ctx.ctx, batch_idx_1); + const std::string token_1_str = test_ctx.token_to_piece(token_1, false); + printf("Sequence 1 sampled token id:%d, string: '%s'\n", token_1, token_1_str.c_str()); + GGML_ASSERT(token_1 >= 0 && token_1 < test_ctx.n_vocab); + + printf("backend temp sampling test PASSED\n"); + + llama_sampler_free(chain_0); + llama_sampler_free(chain_1); +} + +static void test_backend_multi_sequence_sampling(const char * model_path) { + test_model_context test_ctx; + + struct llama_sampler_chain_params chain_params_0 = llama_sampler_chain_default_params(); + struct llama_sampler * sampler_chain_0 = llama_sampler_chain_init(chain_params_0); + llama_sampler_chain_add(sampler_chain_0, llama_sampler_backend_init_greedy()); + + struct llama_sampler_chain_params chain_params_1 = llama_sampler_chain_default_params(); + struct llama_sampler * sampler_chain_1 = llama_sampler_chain_init(chain_params_1); + llama_sampler_chain_add(sampler_chain_1, llama_sampler_backend_init_temp(0.8f)); + llama_sampler_chain_add(sampler_chain_1, llama_sampler_backend_init_greedy()); + + std::vector backend_sampler_configs = { + { 0, sampler_chain_0 }, + { 1, sampler_chain_1 } + }; + + if (!test_ctx.setup(model_path, backend_sampler_configs)) { + return; + } + + std::map prompts = { + {0, "Hello"}, + {1, "Some"} + }; + + if (!test_ctx.decode(prompts)) { + return; + } + + int32_t batch_idx_0 = test_ctx.idx_for_seq(0); + llama_token seq0_token = llama_get_backend_sampled_token_ith(test_ctx.ctx, batch_idx_0); + const std::string seq0_token_str = test_ctx.token_to_piece(seq0_token, false); + printf("Seq 0 sampled token id=%d, string='%s'\n", seq0_token, seq0_token_str.c_str()); + GGML_ASSERT(seq0_token >= 0 && seq0_token < test_ctx.n_vocab); + + int32_t batch_idx_1 = test_ctx.idx_for_seq(1); + llama_token seq1_token = llama_get_backend_sampled_token_ith(test_ctx.ctx, batch_idx_1); + const std::string seq1_token_str = test_ctx.token_to_piece(seq1_token, false); + printf("Seq 1 sampled token id=%d, string='%s'\n", seq1_token, seq1_token_str.c_str()); + GGML_ASSERT(seq1_token >= 0 && seq1_token < test_ctx.n_vocab); + + // Generate tokens for each sequence + printf("\nMulti-sequence generation:\n"); + for (int step = 0; step < 4; step++) { + std::map tokens; + + for (llama_seq_id seq_id : {0, 1}) { + int32_t idx = test_ctx.idx_for_seq(seq_id); + llama_token token = llama_get_backend_sampled_token_ith(test_ctx.ctx, idx); + const std::string token_str = test_ctx.token_to_piece(token, false); + printf(" Seq %d, step %d: token id=%d, string='%s'\n", seq_id, step, token, token_str.c_str()); + tokens[seq_id] = token; + } + + // Decode all tokens in a single batch + if (!test_ctx.decode_tokens(tokens)) { + break; + } + } + + printf("backend multi-sequence sampling test PASSED\n"); +} + +static void test_backend_dist_sampling(const char * model_path) { + test_model_context test_ctx; + + const int32_t seed = 88; + struct llama_sampler_chain_params backend_chain_params = llama_sampler_chain_default_params(); + struct llama_sampler * backend_sampler_chain = llama_sampler_chain_init(backend_chain_params); + llama_sampler_chain_add(backend_sampler_chain, llama_sampler_backend_init_dist(seed)); + std::vector backend_sampler_configs = {{ 0, backend_sampler_chain }}; + + if (!test_ctx.setup(model_path, backend_sampler_configs)) { + return; + } + + if (!test_ctx.decode({{0, "Hello"}})) { + return; + } + + llama_token token = llama_get_backend_sampled_token_ith(test_ctx.ctx, test_ctx.idx_for_seq(0)); + printf("greedy sampled id:%d, string:'%s'\n", token, test_ctx.token_to_piece(token, false).c_str()); + GGML_ASSERT(token >= 0 && token < test_ctx.n_vocab); + + token = llama_get_backend_sampled_token_ith(test_ctx.ctx, -1); + printf("greedy sampled id:%d, string:'%s'\n", token, test_ctx.token_to_piece(token, false).c_str()); + GGML_ASSERT(token >= 0 && token < test_ctx.n_vocab); +} + +static void test_backend_dist_sampling_and_cpu(const char * model_path) { + test_model_context test_ctx; + + const int seq_id = 0; + const int32_t seed = 88; + struct llama_sampler_chain_params backend_chain_params = llama_sampler_chain_default_params(); + struct llama_sampler * backend_sampler_chain = llama_sampler_chain_init(backend_chain_params); + llama_sampler_chain_add(backend_sampler_chain, llama_sampler_backend_init_dist(seed)); + std::vector backend_sampler_configs = {{ seq_id, backend_sampler_chain }}; + + if (!test_ctx.setup(model_path, backend_sampler_configs)) { + return; + } + + if (!test_ctx.decode({{seq_id, "Hello"}})) { + return; + } + + int32_t batch_idx = test_ctx.idx_for_seq(seq_id); + + // Sample using CPU sampler + struct llama_sampler_chain_params chain_params = llama_sampler_chain_default_params(); + struct llama_sampler * chain = llama_sampler_chain_init(chain_params); + llama_sampler_chain_add(chain, llama_sampler_init_dist(18)); + + llama_token backend_token = llama_get_backend_sampled_token_ith(test_ctx.ctx, batch_idx); + llama_token cpu_token = llama_sampler_sample(chain, test_ctx.ctx, batch_idx); + GGML_ASSERT(backend_token == cpu_token); +} + +static void test_backend_logit_bias_sampling(const char * model_path) { + test_model_context test_ctx; + + // Calling setup_model to ensure vocab is loaded and can be accessed + if (!test_ctx.setup_model(model_path)) { + return; + } + + const int seq_id = 0; + + // Create the logit biases vector. + std::vector logit_bias; + + // Get the token for the piece "World". + const std::string piece = "World"; + std::vector tokens(16); + llama_tokenize(test_ctx.vocab, piece.c_str(), piece.size(), tokens.data(), tokens.size(), false, false); + llama_token bias_token = tokens[0]; + logit_bias.push_back({ bias_token, +100.0f }); + printf("biasing token piece '%s' -> token id %d\n", piece.c_str(), bias_token); + + struct llama_sampler_chain_params backend_chain_params = llama_sampler_chain_default_params(); + struct llama_sampler * backend_sampler_chain = llama_sampler_chain_init(backend_chain_params); + llama_sampler_chain_add(backend_sampler_chain, llama_sampler_backend_init_logit_bias( + llama_vocab_n_tokens(test_ctx.vocab), + logit_bias.size(), + logit_bias.data())); + llama_sampler_chain_add(backend_sampler_chain, llama_sampler_backend_init_dist(88)); + + std::vector backend_sampler_configs = { + { seq_id, backend_sampler_chain }, + }; + + if (!test_ctx.setup(model_path, backend_sampler_configs)) { + return; + } + + if (!test_ctx.decode({{seq_id, "Hello"}})) { + return; + } + + llama_token backend_token = llama_get_backend_sampled_token_ith(test_ctx.ctx, test_ctx.idx_for_seq(seq_id)); + const std::string backend_token_str = test_ctx.token_to_piece(backend_token, false); + printf("logit bias sampled token = %d, string='%s'\n", backend_token, backend_token_str.c_str()); + GGML_ASSERT(backend_token == bias_token); +} + +static void test_backend_set_sampler(const char * model_path) { + test_model_context test_ctx; + + const int32_t seed = 88; + const int seq_id = 0; + struct llama_sampler_chain_params backend_chain_params = llama_sampler_chain_default_params(); + struct llama_sampler * backend_sampler_chain = llama_sampler_chain_init(backend_chain_params); + llama_sampler_chain_add(backend_sampler_chain, llama_sampler_backend_init_dist(seed)); + std::vector backend_sampler_configs = {{ seq_id, backend_sampler_chain }}; + + if (!test_ctx.setup(model_path, backend_sampler_configs)) { + return; + } + + if (!test_ctx.decode({{seq_id, "Hello"}})) { + return; + } + + int32_t batch_idx = test_ctx.idx_for_seq(seq_id); + + // Sample using backend sampler configured above + llama_token backend_token = llama_get_backend_sampled_token_ith(test_ctx.ctx, batch_idx); + const std::string backend_token_str = test_ctx.token_to_piece(backend_token, false); + printf("dist sampled token = %d, string='%s'\n", backend_token, backend_token_str.c_str()); + + // Now clear the backend sampler for this sequence. + llama_set_backend_sampler(test_ctx.ctx, seq_id, nullptr); + printf("Cleared backend sampler for seq_id %d\n", seq_id); + + // Sample using CPU sampler + struct llama_sampler_chain_params chain_params = llama_sampler_chain_default_params(); + struct llama_sampler * chain = llama_sampler_chain_init(chain_params); + llama_sampler_chain_add(chain, llama_sampler_init_dist(18)); + + std::map tokens = { { seq_id, backend_token}, }; + if (!test_ctx.decode_tokens(tokens)) { + return; + } + + // Should not have any sampled token or probs after clearing the backend sampler. + const int32_t idx = test_ctx.idx_for_seq(seq_id); + GGML_ASSERT(llama_get_backend_sampled_token_ith(test_ctx.ctx, idx) == LLAMA_TOKEN_NULL); + GGML_ASSERT(llama_get_backend_sampled_probs_ith(test_ctx.ctx, idx) == nullptr); + + // Sample the token using the CPU sampler chain. + llama_token token2 = llama_sampler_sample(chain, test_ctx.ctx, seq_id); + const std::string token2_str = test_ctx.token_to_piece(token2, false); + printf("CPU sampled token after clearing backend sampler: id=%d, string='%s'\n", token2, token2_str.c_str()); + std::map tokens2 = { { seq_id, token2}, }; + + // Set a new backend sampler for the sequence. + struct llama_sampler_chain_params new_backend_chain_params = llama_sampler_chain_default_params(); + struct llama_sampler * new_backend_sampler_chain = llama_sampler_chain_init(new_backend_chain_params); + llama_sampler_chain_add(new_backend_sampler_chain, llama_sampler_backend_init_top_k(20)); + llama_sampler_chain_add(new_backend_sampler_chain, llama_sampler_backend_init_dist(seed)); + llama_set_backend_sampler(test_ctx.ctx, seq_id, new_backend_sampler_chain); + + if (!test_ctx.decode_tokens(tokens2)) { + return; + } + + llama_token new_backend_token = llama_get_backend_sampled_token_ith(test_ctx.ctx, test_ctx.idx_for_seq(seq_id)); + const std::string new_backend_token_str = test_ctx.token_to_piece(new_backend_token, false); + printf("dist sampled token = %d, string='%s'\n", new_backend_token, new_backend_token_str.c_str()); +} + +struct backend_test_case { + const char * name; + void (*fn)(const char *); + bool enabled_by_default; +}; + +static const backend_test_case BACKEND_TESTS[] = { + { "greedy", test_backend_greedy_sampling, true }, + { "logit_bias", test_backend_logit_bias_sampling, true }, + { "temp", test_backend_temp_sampling, true }, + { "top_k", test_backend_top_k_sampling, false }, + { "multi_sequence", test_backend_multi_sequence_sampling, false }, + { "dist", test_backend_dist_sampling, false }, + { "dist_and_cpu", test_backend_dist_sampling_and_cpu, false }, + { "set_sampler", test_backend_set_sampler, true }, +}; + +struct backend_cli_args { + const char * model = nullptr; + const char * test = nullptr; +}; + +static backend_cli_args parse_backend_cli(int argc, char ** argv) { + backend_cli_args out; + + for (int i = 1; i < argc; ++i) { + const char * arg = argv[i]; + + if (std::strcmp(arg, "--test") == 0) { + if (i + 1 >= argc) { + fprintf(stderr, "--test expects a value\n"); + exit(EXIT_FAILURE); + } + out.test = argv[++i]; + continue; + } + if (std::strncmp(arg, "--test=", 7) == 0) { + out.test = arg + 7; + continue; + } + if (std::strcmp(arg, "--model") == 0) { + if (i + 1 >= argc) { + fprintf(stderr, "--model expects a value\n"); + exit(EXIT_FAILURE); + } + out.model = argv[++i]; + continue; + } + if (std::strncmp(arg, "--model=", 8) == 0) { + out.model = arg + 8; + continue; + } + if (!out.model) { + out.model = arg; + continue; + } + + fprintf(stderr, "Unexpected argument: %s\n", arg); + exit(EXIT_FAILURE); + } + + return out; +} + +static std::vector collect_tests_to_run(const char * requested) { + std::vector selected; + + if (requested != nullptr) { + for (const auto & test : BACKEND_TESTS) { + if (std::strcmp(test.name, requested) == 0) { + selected.push_back(&test); + break; + } + } + if (selected.empty()) { + fprintf(stderr, "Unknown test '%s'. Available tests:\n", requested); + for (const auto & test : BACKEND_TESTS) { + fprintf(stderr, " %s\n", test.name); + } + exit(EXIT_FAILURE); + } + } else { + for (const auto & test : BACKEND_TESTS) { + if (test.enabled_by_default) { + selected.push_back(&test); + } + } + } + + if (selected.empty()) { + fprintf(stderr, "No backend sampling tests selected. Use --test= to pick one.\n"); + } + + return selected; +} + +static void run_tests(const std::vector & tests, const char * model_path) { + for (const auto * test : tests) { + fprintf(stderr, "\n=== %s ===\n", test->name); + test->fn(model_path); + } +} + + +int main(int argc, char *argv[] ) { + const backend_cli_args args = parse_backend_cli(argc, argv); + + std::array model_argv { argv[0], const_cast(args.model) }; + const int model_argc = args.model ? 2 : 1; + char * model_path = get_model_or_exit(model_argc, model_argv.data()); + + auto * file = fopen(model_path, "r"); + if (file == nullptr) { + fprintf(stderr, "no model at '%s' found\n", model_path); + return EXIT_FAILURE; + } + + fprintf(stderr, "using '%s'\n", model_path); + fclose(file); + + ggml_time_init(); + + const std::vector tests = collect_tests_to_run(args.test); + if (!tests.empty()) { + run_tests(tests, model_path); + } + + return 0; +} From 9fe9a00a8a778f60df2d4ea6e435863b24694695 Mon Sep 17 00:00:00 2001 From: Daniel Bevenius Date: Mon, 17 Nov 2025 15:30:16 +0100 Subject: [PATCH 002/119] llama-cli : add backend sampler configuration --- tools/main/main.cpp | 3 +++ 1 file changed, 3 insertions(+) diff --git a/tools/main/main.cpp b/tools/main/main.cpp index 33e8862335..f1d0fd4b60 100644 --- a/tools/main/main.cpp +++ b/tools/main/main.cpp @@ -147,6 +147,9 @@ int main(int argc, char ** argv) { return 1; } + // Configure backend sampler chain + llama_set_backend_sampler(ctx, 0, common_sampler_backend_init(model, sparams)); + auto * mem = llama_get_memory(ctx); const llama_vocab * vocab = llama_model_get_vocab(model); From f1f3e685118724573453f902dd9e045bed6b5cdd Mon Sep 17 00:00:00 2001 From: Daniel Bevenius Date: Mon, 17 Nov 2025 15:31:30 +0100 Subject: [PATCH 003/119] server : add backend sampling options/configuration --- tools/server/server.cpp | 54 +++++++++++++++++++++++++++++++++++++++++ 1 file changed, 54 insertions(+) diff --git a/tools/server/server.cpp b/tools/server/server.cpp index 0fc3cf9195..21d2f0f417 100644 --- a/tools/server/server.cpp +++ b/tools/server/server.cpp @@ -197,6 +197,8 @@ struct slot_params { {"speculative.p_min", speculative.p_min}, {"timings_per_token", timings_per_token}, {"post_sampling_probs", post_sampling_probs}, + {"backend_sampling", sampling.backend_sampling}, + {"backend_dist", sampling.backend_dist}, {"lora", lora}, }; } @@ -255,6 +257,8 @@ struct slot_params { {"speculative.p_min", speculative.p_min}, {"timings_per_token", timings_per_token}, {"post_sampling_probs", post_sampling_probs}, + {"backend_sampling", sampling.backend_sampling}, + {"backend_dist", sampling.backend_dist}, {"lora", lora}, }; } @@ -357,6 +361,11 @@ struct server_task { params.sampling.min_keep = json_value(data, "min_keep", defaults.sampling.min_keep); params.post_sampling_probs = json_value(data, "post_sampling_probs", defaults.post_sampling_probs); + const bool request_backend_sampling = json_value(data, "backend_sampling", defaults.sampling.backend_sampling); + const bool request_backend_dist = json_value(data, "backend_dist", defaults.sampling.backend_dist); + params.sampling.backend_sampling = defaults.sampling.backend_sampling && request_backend_sampling; + params.sampling.backend_dist = params.sampling.backend_sampling && request_backend_dist; + params.speculative.n_min = json_value(data, "speculative.n_min", defaults.speculative.n_min); params.speculative.n_max = json_value(data, "speculative.n_max", defaults.speculative.n_max); params.speculative.p_min = json_value(data, "speculative.p_min", defaults.speculative.p_min); @@ -1702,6 +1711,7 @@ struct server_slot { json json_schema; struct common_sampler * smpl = nullptr; + llama_sampler * backend_sampler = nullptr; llama_token sampled; @@ -1747,6 +1757,13 @@ struct server_slot { n_draft_total = 0; n_draft_accepted = 0; + if (backend_sampler != nullptr) { + if (ctx != nullptr) { + llama_set_backend_sampler(ctx, id, nullptr); + } + backend_sampler = nullptr; + } + task.reset(); task_prev.reset(); @@ -2368,6 +2385,13 @@ struct server_context { common_sampler_free(slot.smpl); slot.smpl = nullptr; + if (slot.backend_sampler != nullptr) { + if (ctx != nullptr) { + llama_set_backend_sampler(ctx, slot.id, nullptr); + } + slot.backend_sampler = nullptr; + } + llama_free(slot.ctx_dft); slot.ctx_dft = nullptr; @@ -2840,6 +2864,11 @@ struct server_context { SLT_INF(slot, "sampler chain: %s\n", common_sampler_print(slot.smpl).c_str()); } + if (!configure_slot_backend_sampler(slot, task.params.sampling)) { + send_error(task, "Failed to configure backend samplers", ERROR_TYPE_SERVER); + return false; + } + // initialize draft batch // TODO: rework speculative decoding [TAG_SERVER_SPEC_REWORK] if (slot.ctx_dft) { @@ -2857,6 +2886,31 @@ struct server_context { return true; } + bool configure_slot_backend_sampler(server_slot & slot, const common_params_sampling & sampling) { + if (!sampling.backend_sampling) { + if (slot.backend_sampler != nullptr) { + llama_set_backend_sampler(ctx, slot.id, nullptr); + slot.backend_sampler = nullptr; + } + return true; + } + + llama_sampler * backend_chain = common_sampler_backend_init(model, sampling); + if (backend_chain == nullptr) { + SLT_ERR(slot, "%s", "failed to initialize backend sampler\n"); + return false; + } + + if (slot.backend_sampler != nullptr) { + llama_set_backend_sampler(ctx, slot.id, nullptr); + slot.backend_sampler = nullptr; + } + + slot.backend_sampler = backend_chain; + llama_set_backend_sampler(ctx, slot.id, backend_chain); + return true; + } + bool process_token(completion_token_output & result, server_slot & slot) { // remember which tokens were sampled - used for repetition penalties during sampling const std::string token_str = result.text_to_send; From a3eb847d240c0ed3037f6c388e0e4bf9834e9345 Mon Sep 17 00:00:00 2001 From: Daniel Bevenius Date: Mon, 17 Nov 2025 15:32:33 +0100 Subject: [PATCH 004/119] webui : add backend sampling options --- tools/server/public/index.html.gz | Bin 1122488 -> 1126283 bytes .../ChatSettings/ChatSettingsDialog.svelte | 14 ++++++++++++++ .../ChatSettings/ChatSettingsFields.svelte | 10 ++++++++-- .../src/lib/constants/settings-config.ts | 6 ++++++ tools/server/webui/src/lib/services/chat.ts | 5 +++++ .../webui/src/lib/stores/chat.svelte.ts | 6 ++++++ tools/server/webui/src/lib/types/api.d.ts | 2 ++ .../server/webui/src/lib/types/settings.d.ts | 2 ++ 8 files changed, 43 insertions(+), 2 deletions(-) diff --git a/tools/server/public/index.html.gz b/tools/server/public/index.html.gz index 48e341dbd12b3bae525fe9d55f9fc5c5280dd088..f3f73e9069026f3097bace38ecb61d4e5bb3f624 100644 GIT binary patch literal 1126283 zcmV(>K-j+@iwFP!000020PKBxcN;gd=ifV@g5x>aYb7MjwmgAAF zoE(a5kuCAHY*G@b)qeKKCRLg~bpl^XX*aP5NbkA1xSoxtNZ-3%}PLjaG$$H}U4( zh1V~fueg9HJ)2K^UJy{J!)akMT@<{&zW@Lba3y_z?)4U<6+xU#3*+vUSLhA9lYti$ z3v=(nn->;SM)>4|cV2jZ^rR4=fIpoS{0XQ3^yL)81k=^9sYo 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@@ -152,6 +152,16 @@ key: 'samplers', label: 'Samplers', type: 'input' + }, + { + key: 'backend_sampling', + label: 'Backend sampling', + type: 'checkbox' + }, + { + key: 'backend_dist', + label: 'Backend dist sampling', + type: 'checkbox' } ] }, @@ -277,6 +287,10 @@ function handleConfigChange(key: string, value: string | boolean) { localConfig[key] = value; + + if (key === 'backend_sampling' && value === false) { + localConfig.backend_dist = false; + } } function handleClose() { diff --git a/tools/server/webui/src/lib/components/app/chat/ChatSettings/ChatSettingsFields.svelte b/tools/server/webui/src/lib/components/app/chat/ChatSettings/ChatSettingsFields.svelte index d17f7e4229..64b815c92a 100644 --- a/tools/server/webui/src/lib/components/app/chat/ChatSettings/ChatSettingsFields.svelte +++ b/tools/server/webui/src/lib/components/app/chat/ChatSettings/ChatSettingsFields.svelte @@ -198,7 +198,9 @@

{/if} {:else if field.type === 'checkbox'} - {@const isDisabled = field.key === 'pdfAsImage' && !supportsVision()} + {@const pdfDisabled = field.key === 'pdfAsImage' && !supportsVision()} + {@const backendDistDisabled = field.key === 'backend_dist' && !localConfig.backend_sampling} + {@const isDisabled = pdfDisabled || backendDistDisabled}
{field.help || SETTING_CONFIG_INFO[field.key]}

- {:else if field.key === 'pdfAsImage' && !supportsVision()} + {:else if pdfDisabled}

PDF-to-image processing requires a vision-capable model. PDFs will be processed as text.

+ {:else if backendDistDisabled} +

+ Enable GPU sampling to allow GPU dist sampling. +

{/if}
diff --git a/tools/server/webui/src/lib/constants/settings-config.ts b/tools/server/webui/src/lib/constants/settings-config.ts index 7547832d95..9dbf70cc69 100644 --- a/tools/server/webui/src/lib/constants/settings-config.ts +++ b/tools/server/webui/src/lib/constants/settings-config.ts @@ -18,6 +18,8 @@ export const SETTING_CONFIG_DEFAULT: Record = modelSelectorEnabled: false, // make sure these default values are in sync with `common.h` samplers: 'top_k;typ_p;top_p;min_p;temperature', + backend_sampling: false, + backend_dist: false, temperature: 0.8, dynatemp_range: 0.0, dynatemp_exponent: 1.0, @@ -50,6 +52,10 @@ export const SETTING_CONFIG_INFO: Record = { 'On pasting long text, it will be converted to a file. You can control the file length by setting the value of this parameter. Value 0 means disable.', samplers: 'The order at which samplers are applied, in simplified way. Default is "top_k;typ_p;top_p;min_p;temperature": top_k->typ_p->top_p->min_p->temperature', + backend_sampling: + 'Enable backend-based samplers. When enabled, supported samplers run on the accelerator backend for faster sampling.', + backend_dist: + 'Perform the final distribution sampling step on the backend. Requires backend sampling to be enabled.', temperature: 'Controls the randomness of the generated text by affecting the probability distribution of the output tokens. Higher = more random, lower = more focused.', dynatemp_range: diff --git a/tools/server/webui/src/lib/services/chat.ts b/tools/server/webui/src/lib/services/chat.ts index 1908d83909..980d1137e9 100644 --- a/tools/server/webui/src/lib/services/chat.ts +++ b/tools/server/webui/src/lib/services/chat.ts @@ -98,6 +98,8 @@ export class ChatService { dry_penalty_last_n, // Other parameters samplers, + backend_sampling, + backend_dist, custom, timings_per_token } = options; @@ -182,6 +184,9 @@ export class ChatService { : samplers; } + if (backend_sampling !== undefined) requestBody.backend_sampling = backend_sampling; + if (backend_dist !== undefined) requestBody.backend_dist = backend_dist; + if (timings_per_token !== undefined) requestBody.timings_per_token = timings_per_token; if (custom) { diff --git a/tools/server/webui/src/lib/stores/chat.svelte.ts b/tools/server/webui/src/lib/stores/chat.svelte.ts index 5b5a9d74a5..12d0f7d36b 100644 --- a/tools/server/webui/src/lib/stores/chat.svelte.ts +++ b/tools/server/webui/src/lib/stores/chat.svelte.ts @@ -298,6 +298,12 @@ class ChatStore { if (currentConfig.samplers) { apiOptions.samplers = currentConfig.samplers; } + if (currentConfig.backend_sampling !== undefined) { + apiOptions.backend_sampling = Boolean(currentConfig.backend_sampling); + } + if (currentConfig.backend_dist !== undefined) { + apiOptions.backend_dist = Boolean(currentConfig.backend_dist); + } if (currentConfig.custom) { apiOptions.custom = currentConfig.custom; } diff --git a/tools/server/webui/src/lib/types/api.d.ts b/tools/server/webui/src/lib/types/api.d.ts index 1a8bc64989..149d4fb118 100644 --- a/tools/server/webui/src/lib/types/api.d.ts +++ b/tools/server/webui/src/lib/types/api.d.ts @@ -181,6 +181,8 @@ export interface ApiChatCompletionRequest { dry_penalty_last_n?: number; // Sampler configuration samplers?: string[]; + backend_sampling?: boolean; + backend_dist?: boolean; // Custom parameters (JSON string) custom?: Record; timings_per_token?: boolean; diff --git a/tools/server/webui/src/lib/types/settings.d.ts b/tools/server/webui/src/lib/types/settings.d.ts index b85b0597d0..9bba5cfbc2 100644 --- a/tools/server/webui/src/lib/types/settings.d.ts +++ b/tools/server/webui/src/lib/types/settings.d.ts @@ -36,6 +36,8 @@ export interface SettingsChatServiceOptions { dry_penalty_last_n?: number; // Sampler configuration samplers?: string | string[]; + backend_sampling?: boolean; + backend_dist?: boolean; // Custom parameters custom?: string; timings_per_token?: boolean; From 67d3b8e84d3915f01cc7fa50a28cfbe3a4d9c974 Mon Sep 17 00:00:00 2001 From: Daniel Bevenius Date: Mon, 17 Nov 2025 16:03:04 +0100 Subject: [PATCH 005/119] ggml : add initial cumsum implementation for CUDA --- ggml/src/ggml-cuda/cumsum.cu | 69 +++++++++++++++++++++++++++++++++ ggml/src/ggml-cuda/cumsum.cuh | 5 +++ ggml/src/ggml-cuda/ggml-cuda.cu | 5 +++ 3 files changed, 79 insertions(+) create mode 100644 ggml/src/ggml-cuda/cumsum.cu create mode 100644 ggml/src/ggml-cuda/cumsum.cuh diff --git a/ggml/src/ggml-cuda/cumsum.cu b/ggml/src/ggml-cuda/cumsum.cu new file mode 100644 index 0000000000..041dc7cdb5 --- /dev/null +++ b/ggml/src/ggml-cuda/cumsum.cu @@ -0,0 +1,69 @@ +#include "cumsum.cuh" + +#ifdef GGML_CUDA_USE_CUB +#include +using namespace cub; +#endif // GGML_CUDA_USE_CUB + +#include + +__global__ void cumsum_f32_kernel(const float * x, float * dst, int64_t n) { + // TODO: this is a naive implementation just for getting something working. + if (threadIdx.x == 0 && blockIdx.x == 0) { + dst[0] = x[0]; + for (int64_t i = 1; i < n; i++) { + dst[i] = dst[i-1] + x[i]; + } + } +} + +void cumsum_f32_cuda(ggml_cuda_pool & pool, const float * x, float * dst, const int64_t ne, cudaStream_t stream) { +#ifdef GGML_CUDA_USE_CUB + size_t tmp_size = 0; + + // Query how much temp storage CUDA UnBound (CUB) needs + cub::DeviceScan::InclusiveSum( + nullptr, // d_temp_storage (null = just query size) + tmp_size, // reference to size (will be set by CUB) + x, // input pointer + dst, // output pointer + ne, // number of elements + stream // CUDA stream to use + ); + + ggml_cuda_pool_alloc tmp_alloc(pool, tmp_size); + + // Perform the inclusive scan + cub::DeviceScan::InclusiveSum(tmp_alloc.ptr, tmp_size, x, dst, ne, stream); + +#else + GGML_UNUSED(pool); + cumsum_f32_kernel<<<1, 1, 0, stream>>>(x, dst, ne); +#endif // GGML_CUDA_USE_CUB +} + +void ggml_cuda_op_cumsum(ggml_backend_cuda_context & ctx, ggml_tensor * dst) { + const ggml_tensor * src0 = dst->src[0]; + + GGML_ASSERT(src0->type == GGML_TYPE_F32); + GGML_ASSERT( dst->type == GGML_TYPE_F32); + GGML_ASSERT(ggml_is_contiguously_allocated(src0)); + + const float * src0_d = (const float *) src0->data; + float * dst_d = (float *) dst->data; + + const int64_t ne0 = src0->ne[0]; // row length (cumsum computed along this dimension) + const int64_t ne1 = src0->ne[1]; + const int64_t ne2 = src0->ne[2]; + const int64_t ne3 = src0->ne[3]; + const int64_t nrows = ne1 * ne2 * ne3; // total number of rows + + ggml_cuda_pool & pool = ctx.pool(); + cudaStream_t stream = ctx.stream(); + + for (int64_t i = 0; i < nrows; i++) { + const float * src_row = src0_d + i * ne0; + float * dst_row = dst_d + i * ne0; + cumsum_f32_cuda(pool, src_row, dst_row, ne0, stream); + } +} diff --git a/ggml/src/ggml-cuda/cumsum.cuh b/ggml/src/ggml-cuda/cumsum.cuh new file mode 100644 index 0000000000..7fca7e1456 --- /dev/null +++ b/ggml/src/ggml-cuda/cumsum.cuh @@ -0,0 +1,5 @@ +#include "common.cuh" + +void cumsum_f32_cuda(ggml_cuda_pool & pool, const float * x, float * dst, const int64_t ne, cudaStream_t stream); + +void ggml_cuda_op_cumsum(ggml_backend_cuda_context & ctx, ggml_tensor * dst); diff --git a/ggml/src/ggml-cuda/ggml-cuda.cu b/ggml/src/ggml-cuda/ggml-cuda.cu index 7d792e60cf..8648e31413 100644 --- a/ggml/src/ggml-cuda/ggml-cuda.cu +++ b/ggml/src/ggml-cuda/ggml-cuda.cu @@ -19,6 +19,7 @@ #include "ggml-cuda/count-equal.cuh" #include "ggml-cuda/cpy.cuh" #include "ggml-cuda/cross-entropy-loss.cuh" +#include "ggml-cuda/cumsum.cuh" #include "ggml-cuda/diagmask.cuh" #include "ggml-cuda/fattn.cuh" #include "ggml-cuda/getrows.cuh" @@ -2678,6 +2679,9 @@ static bool ggml_cuda_compute_forward(ggml_backend_cuda_context & ctx, struct gg case GGML_OP_SUM: ggml_cuda_op_sum(ctx, dst); break; + case GGML_OP_CUMSUM: + ggml_cuda_op_cumsum(ctx, dst); + break; case GGML_OP_SUM_ROWS: ggml_cuda_op_sum_rows(ctx, dst); break; @@ -4119,6 +4123,7 @@ static bool ggml_backend_cuda_device_supports_op(ggml_backend_dev_t dev, const g case GGML_OP_POOL_2D: case GGML_OP_ACC: return true; + case GGML_OP_CUMSUM: case GGML_OP_SUM: return ggml_is_contiguous_rows(op->src[0]); case GGML_OP_ARGSORT: From 71574f92739e7b0adf3a126969ab7832162f2e7b Mon Sep 17 00:00:00 2001 From: Daniel Bevenius Date: Tue, 18 Nov 2025 07:31:54 +0100 Subject: [PATCH 006/119] sampling : enable all backend sampler tests This commit enables all exisiting backend sampler tests in the test-backend-sampler. Previously, some tests were disabled because there were missing ggml operation implementations. --- tests/test-backend-sampler.cpp | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/tests/test-backend-sampler.cpp b/tests/test-backend-sampler.cpp index 191eebba3e..aa018e645a 100644 --- a/tests/test-backend-sampler.cpp +++ b/tests/test-backend-sampler.cpp @@ -639,10 +639,10 @@ static const backend_test_case BACKEND_TESTS[] = { { "greedy", test_backend_greedy_sampling, true }, { "logit_bias", test_backend_logit_bias_sampling, true }, { "temp", test_backend_temp_sampling, true }, - { "top_k", test_backend_top_k_sampling, false }, - { "multi_sequence", test_backend_multi_sequence_sampling, false }, - { "dist", test_backend_dist_sampling, false }, - { "dist_and_cpu", test_backend_dist_sampling_and_cpu, false }, + { "top_k", test_backend_top_k_sampling, true }, + { "multi_sequence", test_backend_multi_sequence_sampling, true }, + { "dist", test_backend_dist_sampling, true }, + { "dist_and_cpu", test_backend_dist_sampling_and_cpu, true }, { "set_sampler", test_backend_set_sampler, true }, }; From 4b52e5990396753503247ffc1053ba444cbddbc0 Mon Sep 17 00:00:00 2001 From: Georgi Gerganov Date: Tue, 18 Nov 2025 13:53:25 +0200 Subject: [PATCH 007/119] graph : do not include llama-model.h --- common/common.h | 8 ++++---- common/sampling.cpp | 20 +++++++++++--------- src/llama-context.cpp | 9 +++++---- src/llama-graph.cpp | 11 ++++------- src/llama-graph.h | 9 ++++++--- src/llama-model.cpp | 2 +- 6 files changed, 31 insertions(+), 28 deletions(-) diff --git a/common/common.h b/common/common.h index b320d891f5..be34bcb78c 100644 --- a/common/common.h +++ b/common/common.h @@ -189,8 +189,8 @@ struct common_params_sampling { std::vector logit_bias_eog; // pre-calculated logit biases for EOG tokens // Backend sampling flags - bool backend_sampling = false; // enable backend sampling - bool backend_dist = false; // backend performs final sampling (dist) + bool backend_sampling = false; // enable backend sampling + bool backend_dist = false; // backend performs final sampling (dist) // print the parameters into a string std::string print() const; @@ -517,8 +517,8 @@ struct common_params { return !speculative.model.path.empty() || !speculative.model.hf_repo.empty(); } - struct llama_sampler_seq_config * backend_samplers = NULL; - size_t n_backend_samplers = 0; + llama_sampler_seq_config * backend_samplers = NULL; + size_t n_backend_samplers = 0; }; // call once at the start of a program if it uses libcommon diff --git a/common/sampling.cpp b/common/sampling.cpp index 1fc5c7ce0a..ec61c18832 100644 --- a/common/sampling.cpp +++ b/common/sampling.cpp @@ -113,9 +113,9 @@ struct common_sampler { llama_token_data_array cur_p; void set_logits(struct llama_context * ctx, int idx) { - const float * sampled_probs = llama_get_backend_sampled_probs_ith(ctx, idx); - const float * sampled_logits = llama_get_backend_sampled_logits_ith(ctx, idx); - const llama_token * sampled_ids = llama_get_backend_sampled_token_ids_ith(ctx, idx); + const float * sampled_probs = llama_get_backend_sampled_probs_ith (ctx, idx); + const float * sampled_logits = llama_get_backend_sampled_logits_ith (ctx, idx); + const llama_token * sampled_ids = llama_get_backend_sampled_token_ids_ith(ctx, idx); const llama_model * model = llama_get_model(ctx); const llama_vocab * vocab = llama_model_get_vocab(model); @@ -143,11 +143,11 @@ struct common_sampler { cur.reserve(sampled_logits_count); // The backend sampler has filtered the logits so we need to use the sampled ids. if (sampled_ids != nullptr) { - for (llama_token i = 0; i < (int)sampled_logits_count; i++) { + for (uint32_t i = 0; i < sampled_logits_count; i++) { cur.emplace_back(llama_token_data{sampled_ids[i], sampled_logits[i], 0.0f}); } } else { - for (llama_token token_id = 0; token_id < (int)sampled_logits_count; token_id++) { + for (llama_token token_id = 0; token_id < (int) sampled_logits_count; token_id++) { cur.emplace_back(llama_token_data{token_id, sampled_logits[token_id], 0.0f}); } } @@ -414,10 +414,12 @@ void common_perf_print(const struct llama_context * ctx, const struct common_sam llama_token common_sampler_sample(struct common_sampler * gsmpl, struct llama_context * ctx, int idx, bool grammar_first) { // Check if a backend sampler has already sampled a token in which case we // return that token id directly. - const llama_token backend_sampled_token = llama_get_backend_sampled_token_ith(ctx, idx); - if (backend_sampled_token != LLAMA_TOKEN_NULL) { - LOG_DBG("%s: Backend sampler selected token: '%d'. Will not run any CPU samplers\n", __func__, backend_sampled_token); - return backend_sampled_token; + { + const llama_token id = llama_get_backend_sampled_token_ith(ctx, idx); + if (id != LLAMA_TOKEN_NULL) { + LOG_DBG("%s: Backend sampler selected token: '%d'. Will not run any CPU samplers\n", __func__, id); + return id; + } } gsmpl->set_logits(ctx, idx); diff --git a/src/llama-context.cpp b/src/llama-context.cpp index 877116cbfe..f931881c9c 100644 --- a/src/llama-context.cpp +++ b/src/llama-context.cpp @@ -1233,9 +1233,9 @@ int llama_context::decode(const llama_batch & batch_inp) { }; int64_t n_outputs_prev = 0; + // This flag indicates whether a backend sampler has actually sampled a specific - // token, or if it has produced probabilites. If true, we true we can skip - // the normal copying of logits and embeddings. + // token, or if it has produced probabilites. If true, we can skip the normal copying of logits and embeddings. bool backend_has_sampled = false; do { @@ -1655,6 +1655,7 @@ llm_graph_params llama_context::graph_params( /*.gtype =*/ gtype, /*.sched =*/ sched.get(), /*.backend_cpu =*/ backend_cpu, + /*.dev_out =*/ model.dev_output(), /*.cvec =*/ &cvec, /*.loras =*/ &loras, /*.mctx =*/ mctx, @@ -2712,8 +2713,8 @@ float * llama_get_embeddings_seq(llama_context * ctx, llama_seq_id seq_id) { return ctx->get_embeddings_seq(seq_id); } -void llama_set_backend_sampler(llama_context * ctx, llama_seq_id seq_id, llama_sampler * sampler) { - ctx->set_backend_sampler(seq_id, sampler); +void llama_set_backend_sampler(llama_context * ctx, llama_seq_id seq_id, llama_sampler * smpl) { + ctx->set_backend_sampler(seq_id, smpl); } llama_token llama_get_backend_sampled_token_ith(llama_context * ctx, int32_t i) { diff --git a/src/llama-graph.cpp b/src/llama-graph.cpp index 49aab37f33..561e629869 100644 --- a/src/llama-graph.cpp +++ b/src/llama-graph.cpp @@ -3,7 +3,6 @@ #include "llama-impl.h" #include "llama-batch.h" #include "llama-cparams.h" -#include "llama-model.h" #include "llama-kv-cache.h" #include "llama-kv-cache-iswa.h" @@ -610,6 +609,7 @@ llm_graph_context::llm_graph_context(const llm_graph_params & params) : rope_type (hparams.rope_type), sched (params.sched), backend_cpu (params.backend_cpu), + dev_out (params.dev_out), cvec (params.cvec), loras (params.loras), mctx (params.mctx), @@ -2049,8 +2049,7 @@ void llm_graph_context::build_pooling( ggml_build_forward_expand(gf, cur); } -void llm_graph_context::build_sampling(const llama_model & model, const llm_graph_params & params) const { - GGML_UNUSED(params); +void llm_graph_context::build_sampling() const { if (samplers.empty()) { return; } @@ -2074,11 +2073,9 @@ void llm_graph_context::build_sampling(const llama_model & model, const llm_grap ggml_tensor * logits_t = res->t_logits; GGML_ASSERT(res->t_logits != nullptr && "missing t_logits tensor"); - const int n_vocab = llama_vocab_n_tokens(llama_model_get_vocab(&model)); - GGML_ASSERT(logits_t->ne[0] == n_vocab); + const int64_t n_vocab = logits_t->ne[0]; - ggml_backend_dev_t device = model.dev_output(); - ggml_backend_buffer_type_t buft = ggml_backend_dev_buffer_type(device); + ggml_backend_buffer_type_t buft = ggml_backend_dev_buffer_type(dev_out); std::unordered_map active_samplers; diff --git a/src/llama-graph.h b/src/llama-graph.h index bd176e5d38..552c3e724f 100644 --- a/src/llama-graph.h +++ b/src/llama-graph.h @@ -436,6 +436,7 @@ struct llm_graph_params { ggml_backend_sched_t sched; ggml_backend_t backend_cpu; + ggml_backend_dev_t dev_out; const llama_adapter_cvec * cvec; const llama_adapter_loras * loras; @@ -445,8 +446,8 @@ struct llm_graph_params { std::unordered_map samplers; static bool samplers_equal( - const std::unordered_map & lhs, - const std::unordered_map & rhs) { + const std::unordered_map & lhs, + const std::unordered_map & rhs) { if (lhs.size() != rhs.size()) { return false; } @@ -624,6 +625,8 @@ struct llm_graph_context { ggml_backend_t backend_cpu; // TODO: needed by build_attn_mha, figure out a way to remove? + ggml_backend_dev_t dev_out; + const llama_adapter_cvec * cvec; const llama_adapter_loras * loras; const llama_memory_context_i * mctx; @@ -875,7 +878,7 @@ struct llm_graph_context { // sampling (backend sampling) // - void build_sampling(const llama_model & model, const llm_graph_params & params) const; + void build_sampling() const; // // dense (out) diff --git a/src/llama-model.cpp b/src/llama-model.cpp index ca75ce4c9e..1647b85453 100644 --- a/src/llama-model.cpp +++ b/src/llama-model.cpp @@ -7413,7 +7413,7 @@ ggml_cgraph * llama_model::build_graph(const llm_graph_params & params) const { llm->build_pooling(cls, cls_b, cls_out, cls_out_b); // add backend sampling layers (if any) - llm->build_sampling(*this, params); + llm->build_sampling(); // if the gguf model was converted with --sentence-transformers-dense-modules // there will be two additional dense projection layers From 82957a90f21f37b6862a3eb900b54b0de6687e23 Mon Sep 17 00:00:00 2001 From: Daniel Bevenius Date: Tue, 18 Nov 2025 14:54:49 +0100 Subject: [PATCH 008/119] sampling : always expose sampled_ids This commit precomputes and caches the full-vocab token id list in llama_context's constructor, so llama_get_backend_sampled_token_ids_ith always returns a valid pointer. The motivation for this is that this enables both common/sampling.cpp and src/llama-sampling.cpp can simplify their logic. Not all backends samplers that process logits need to set the sampled_tokens_id as they may not change the order of the logits, for example the temperature sampler only scales the logits but does not change their order. Simliar the logit bias sampler only adds bias to specific token ids but does not change the order of the logits. In these cases there will not be a device to host copy of the sampled token ids, and this is the use case where having this precomputed list is useful. --- common/sampling.cpp | 22 ++++------------------ src/llama-context.cpp | 21 +++++++++++++++++---- src/llama-context.h | 1 + src/llama-sampling.cpp | 22 ++++------------------ 4 files changed, 26 insertions(+), 40 deletions(-) diff --git a/common/sampling.cpp b/common/sampling.cpp index ec61c18832..9c707a5bb9 100644 --- a/common/sampling.cpp +++ b/common/sampling.cpp @@ -128,28 +128,14 @@ struct common_sampler { if (sampled_probs) { const uint32_t sampled_probs_count = llama_get_backend_sampled_probs_count_ith(ctx, idx); cur.reserve(sampled_probs_count); - // The backend sampler has filtered the probabilities so we need to use the sampled ids. - if (sampled_ids != nullptr) { - for (uint32_t i = 0; i < sampled_probs_count; ++i) { - cur.emplace_back(llama_token_data{sampled_ids[i], 0.0f, sampled_probs[i]}); - } - } else { - for (llama_token token_id = 0; token_id < (int) sampled_probs_count; token_id++) { - cur.emplace_back(llama_token_data{token_id, 0.0f, sampled_probs[token_id]}); - } + for (uint32_t i = 0; i < sampled_probs_count; ++i) { + cur.emplace_back(llama_token_data{sampled_ids[i], 0.0f, sampled_probs[i]}); } } else if (sampled_logits) { const uint32_t sampled_logits_count = llama_get_backend_sampled_logits_count_ith(ctx, idx); cur.reserve(sampled_logits_count); - // The backend sampler has filtered the logits so we need to use the sampled ids. - if (sampled_ids != nullptr) { - for (uint32_t i = 0; i < sampled_logits_count; i++) { - cur.emplace_back(llama_token_data{sampled_ids[i], sampled_logits[i], 0.0f}); - } - } else { - for (llama_token token_id = 0; token_id < (int) sampled_logits_count; token_id++) { - cur.emplace_back(llama_token_data{token_id, sampled_logits[token_id], 0.0f}); - } + for (uint32_t i = 0; i < sampled_logits_count; i++) { + cur.emplace_back(llama_token_data{sampled_ids[i], sampled_logits[i], 0.0f}); } } else { const auto * logits = llama_get_logits_ith(ctx, idx); diff --git a/src/llama-context.cpp b/src/llama-context.cpp index f931881c9c..25d3528434 100644 --- a/src/llama-context.cpp +++ b/src/llama-context.cpp @@ -430,6 +430,16 @@ llama_context::llama_context( LLAMA_LOG_INFO("%s: graph splits = %d (with bs=%d), %d (with bs=1)\n", __func__, n_splits_pp, n_tokens, n_splits_tg); } } + + // Initialize the full vocabulary token ids for backend samplers. + { + const llama_vocab * vocab = llama_model_get_vocab(&model); + const int n_vocab = llama_vocab_n_tokens(vocab); + sampled_token_ids_full_vocab.resize(n_vocab); + for (int i = 0; i < n_vocab; ++i) { + sampled_token_ids_full_vocab[i] = i; + } + } } llama_context::~llama_context() { @@ -728,15 +738,18 @@ float * llama_context::get_backend_sampled_logits_ith(int32_t idx) { const llama_token * llama_context::get_backend_sampled_token_ids_ith(int32_t idx) { if (idx == -1) { if (sampled_token_ids_map.size() == 1) { - return sampled_token_ids_map.begin()->second.data(); + const auto & vec = sampled_token_ids_map.begin()->second; + if (!vec.empty()) { + return vec.data(); + } } } auto it = sampled_token_ids_map.find(idx); - if (it == sampled_token_ids_map.end() || it->second.empty()) { - return nullptr; + if (it != sampled_token_ids_map.end() && !it->second.empty()) { + return it->second.data(); } - return it->second.data(); + return sampled_token_ids_full_vocab.data(); } size_t llama_context::get_backend_sampled_logits_count(int32_t idx) const { diff --git a/src/llama-context.h b/src/llama-context.h index b9020beff1..aba62e6e38 100644 --- a/src/llama-context.h +++ b/src/llama-context.h @@ -263,6 +263,7 @@ private: std::unordered_map> sampled_logits_map; std::unordered_map> sampled_token_ids_map; + std::vector sampled_token_ids_full_vocab; // embeddings output (2-dimensional array: [n_outputs][n_embd]) // populated only when pooling_type == LLAMA_POOLING_TYPE_NONE diff --git a/src/llama-sampling.cpp b/src/llama-sampling.cpp index dc9227c1a5..d210b826c7 100644 --- a/src/llama-sampling.cpp +++ b/src/llama-sampling.cpp @@ -460,28 +460,14 @@ llama_token llama_sampler_sample(struct llama_sampler * smpl, struct llama_conte if (sampled_probs) { const uint32_t sampled_probs_count = llama_get_backend_sampled_probs_count_ith(ctx, idx); cur.reserve(sampled_probs_count); - // The backend sampler has filtered the probabilities so we need to use the sampled ids. - if (sampled_ids != nullptr) { - for (uint32_t i = 0; i < sampled_probs_count; ++i) { - cur.emplace_back(llama_token_data{sampled_ids[i], 0.0f, sampled_probs[i]}); - } - } else { - for (llama_token token_id = 0; token_id < (int) sampled_probs_count; token_id++) { - cur.emplace_back(llama_token_data{token_id, 0.0f, sampled_probs[token_id]}); - } + for (uint32_t i = 0; i < sampled_probs_count; ++i) { + cur.emplace_back(llama_token_data{sampled_ids[i], 0.0f, sampled_probs[i]}); } } else if (sampled_logits) { const uint32_t sampled_logits_count = llama_get_backend_sampled_logits_count_ith(ctx, idx); cur.reserve(sampled_logits_count); - // The backend sampler has filtered the logits so we need to use the sampled ids. - if (sampled_ids != nullptr) { - for (llama_token i = 0; i < (int)sampled_logits_count; i++) { - cur.emplace_back(llama_token_data{sampled_ids[i], sampled_logits[i], 0.0f}); - } - } else { - for (llama_token token_id = 0; token_id < (int)sampled_logits_count; token_id++) { - cur.emplace_back(llama_token_data{token_id, sampled_logits[token_id], 0.0f}); - } + for (llama_token i = 0; i < (int)sampled_logits_count; i++) { + cur.emplace_back(llama_token_data{sampled_ids[i], sampled_logits[i], 0.0f}); } } else { const auto * logits = llama_get_logits_ith(ctx, idx); From 311c1a347f5ac73382b4f2301e5361b74c707953 Mon Sep 17 00:00:00 2001 From: Daniel Bevenius Date: Tue, 18 Nov 2025 16:01:54 +0100 Subject: [PATCH 009/119] sampling : ensure at most one output token per seq This commit adds a check in the batch allocator to ensure that when backend sampling is enabled, at most one output token is specified per sequence. --- src/llama-batch.cpp | 21 ++++++++++++++++- src/llama-batch.h | 3 ++- src/llama-context.cpp | 5 ++++- tests/test-backend-sampler.cpp | 41 ++++++++++++++++++++++++++++++++++ 4 files changed, 67 insertions(+), 3 deletions(-) diff --git a/src/llama-batch.cpp b/src/llama-batch.cpp index 86a1a4ba18..f0866a9ca1 100644 --- a/src/llama-batch.cpp +++ b/src/llama-batch.cpp @@ -28,7 +28,8 @@ bool llama_batch_allocr::init( const llama_memory_i * memory, uint32_t n_embd, uint32_t n_seq_max, - bool output_all) { + bool output_all, + bool backend_sampling) { clear(); batch = batch_inp; @@ -145,6 +146,24 @@ bool llama_batch_allocr::init( } } + if (backend_sampling) { + std::vector seq_output_count(n_seq_max, 0); + + for (int32_t i = 0; i < batch.n_tokens; ++i) { + if (batch.logits[i] == 0) { + continue; + } + for (int32_t s = 0; s < batch.n_seq_id[i]; ++s) { + const llama_seq_id seq_id = batch.seq_id[i][s]; + seq_output_count[seq_id]++; + if (seq_output_count[seq_id] > 1) { + LLAMA_LOG_ERROR("%s: backend sampling allows at most one output token per sequence (%d)\n", __func__, seq_id); + return false; + } + } + } + } + // // compute stats // diff --git a/src/llama-batch.h b/src/llama-batch.h index 209cf3699d..d8751274f3 100644 --- a/src/llama-batch.h +++ b/src/llama-batch.h @@ -79,7 +79,8 @@ public: const llama_memory_i * memory, uint32_t n_embd, uint32_t n_seq_max, - bool output_all); + bool output_all, + bool backend_sampling = false); const llama_batch & get_batch() const; diff --git a/src/llama-context.cpp b/src/llama-context.cpp index 25d3528434..0b7f3adf9b 100644 --- a/src/llama-context.cpp +++ b/src/llama-context.cpp @@ -1155,7 +1155,10 @@ int llama_context::decode(const llama_batch & batch_inp) { // when computing embeddings, all tokens are output const bool output_all = cparams.embeddings; - if (!balloc->init(batch_inp, vocab, memory.get(), n_embd, cparams.kv_unified ? LLAMA_MAX_SEQ : cparams.n_seq_max, output_all)) { + if (!balloc->init(batch_inp, vocab, memory.get(), n_embd, + cparams.kv_unified ? LLAMA_MAX_SEQ : cparams.n_seq_max, + output_all, + !samplers.empty())) { LLAMA_LOG_ERROR("%s: failed to initialize batch\n", __func__); return -1; } diff --git a/tests/test-backend-sampler.cpp b/tests/test-backend-sampler.cpp index aa018e645a..c6d0d1a38d 100644 --- a/tests/test-backend-sampler.cpp +++ b/tests/test-backend-sampler.cpp @@ -629,6 +629,46 @@ static void test_backend_set_sampler(const char * model_path) { printf("dist sampled token = %d, string='%s'\n", new_backend_token, new_backend_token_str.c_str()); } +static void test_backend_max_outputs(const char * model_path) { + test_model_context test_ctx; + + const int seq_id = 0; + const int32_t seed = 88; + llama_sampler_chain_params backend_chain_params = llama_sampler_chain_default_params(); + llama_sampler * backend_sampler_chain = llama_sampler_chain_init(backend_chain_params); + llama_sampler_chain_add(backend_sampler_chain, llama_sampler_backend_init_dist(seed)); + std::vector backend_sampler_configs = {{ seq_id, backend_sampler_chain }}; + + if (!test_ctx.setup(model_path, backend_sampler_configs)) { + return; + } + + llama_batch batch = llama_batch_init(512, 0, 1); + std::string prompt = "Hello"; + + std::vector tokens; + tokens.push_back(llama_vocab_bos(test_ctx.vocab)); + + std::vector prompt_tokens(32); + int n_tokens = llama_tokenize(test_ctx.vocab, prompt.c_str(), prompt.length(), + prompt_tokens.data(), prompt_tokens.size(), + false, false); + for (int i = 0; i < n_tokens; i++) { + tokens.push_back(prompt_tokens[i]); + } + + for (size_t i = 0; i < tokens.size(); i++) { + // set all tokens as output to trigger error + common_batch_add(batch, tokens[i], i, { seq_id }, true); + } + + printf(">>> test_max_outputs expected error start:\n"); + const int ret = llama_decode(test_ctx.ctx, batch); + GGML_ASSERT(ret != 0 && "llama_decode should not succeed multiple outputs per sequence"); + printf("<<< test_max_outputs expected error end.\n"); + llama_batch_free(batch); +} + struct backend_test_case { const char * name; void (*fn)(const char *); @@ -644,6 +684,7 @@ static const backend_test_case BACKEND_TESTS[] = { { "dist", test_backend_dist_sampling, true }, { "dist_and_cpu", test_backend_dist_sampling_and_cpu, true }, { "set_sampler", test_backend_set_sampler, true }, + { "max_outputs", test_backend_max_outputs, true }, }; struct backend_cli_args { From 26be108be8e34fe48c36cb6224df0f5e5a09c8e9 Mon Sep 17 00:00:00 2001 From: Oliver Simons Date: Tue, 18 Nov 2025 18:17:44 +0100 Subject: [PATCH 010/119] CUDA: Optimize argsort for gpu-based token sampling Argsort is used for top-k currently. WE optimize argsort by 2 things: 1. Use `DeviceRadixSort` for single-row/sequence to parallelize it across our SMs 2. Use `DeviceSegmentedSort` for multi-row/sequence as this is the correct entrypoint (the function chooses different execution paths, it contains `DeviceSegmentedRadixSort` as one of the paths and will choose the best one according to heuristics. https://nvidia.github.io/cccl/cub/api/structcub_1_1DeviceSegmentedSort.html#overview Some perf numbers for a RTX PRO 6000: On the kernel level, tested with `GGML_CUDA_DISABLE_GRAPHS=1 ./test-backend-ops -o ARGSORT perf` Before: ``` ARGSORT(type=f32,ne=[65000,16,1,1],order=0): 4130 runs - 359.24 us/run ARGSORT(type=f32,ne=[200000,1,1,1],order=0): 8192 runs - 861.34 us/run ARGSORT(type=f32,ne=[200000,16,1,1],order=0): 1343 runs - 1020.01 us/run ``` After: ``` ARGSORT(type=f32,ne=[65000,16,1,1],order=0): 4130 runs - 312.41 us/run ARGSORT(type=f32,ne=[200000,1,1,1],order=0): 16384 runs - 63.48 us/run ARGSORT(type=f32,ne=[200000,16,1,1],order=0): 1343 runs - 874.36 us/run ``` --- On the model level, tested with `llama-cli -m gpt-oss-20b-mxfp4.gguf -n 200 -p "What is the Capital of Sweden?" -no-cnv -fa 1 --backend-sampling` Before: ``` llama_perf_sampler_print: sampling time = 0.25 ms / 207 runs ( 0.00 ms per token, 824701.20 tokens per second) llama_perf_context_print: load time = 18215.58 ms llama_perf_context_print: prompt eval time = 28.20 ms / 7 tokens ( 4.03 ms per token, 248.19 tokens per second) llama_perf_context_print: eval time = 714.79 ms / 199 runs ( 3.59 ms per token, 278.40 tokens per second) llama_perf_context_print: total time = 857.62 ms / 206 tokens ``` After ``` llama_perf_sampler_print: sampling time = 0.25 ms / 207 runs ( 0.00 ms per token, 828000.00 tokens per second) llama_perf_context_print: load time = 18366.92 ms llama_perf_context_print: prompt eval time = 35.92 ms / 7 tokens ( 5.13 ms per token, 194.87 tokens per second) llama_perf_context_print: eval time = 532.79 ms / 199 runs ( 2.68 ms per token, 373.50 tokens per second) llama_perf_context_print: total time = 683.65 ms / 206 tokens ``` --- ggml/src/ggml-cuda/argsort.cu | 49 +++++++++++++++++++++++++---------- tests/test-backend-ops.cpp | 2 ++ 2 files changed, 37 insertions(+), 14 deletions(-) diff --git a/ggml/src/ggml-cuda/argsort.cu b/ggml/src/ggml-cuda/argsort.cu index 3722cf3ab2..b8003c48c5 100644 --- a/ggml/src/ggml-cuda/argsort.cu +++ b/ggml/src/ggml-cuda/argsort.cu @@ -49,28 +49,49 @@ static void argsort_f32_i32_cuda_cub(ggml_cuda_pool & pool, size_t temp_storage_bytes = 0; if (order == GGML_SORT_ORDER_ASC) { - DeviceSegmentedRadixSort::SortPairs(nullptr, temp_storage_bytes, temp_keys, temp_keys, // keys (in-place) - temp_indices, dst, // values (indices) - ncols * nrows, nrows, // num items, num segments - d_offsets, d_offsets + 1, 0, sizeof(float) * 8, // all bits - stream); + if (nrows == 1) { + DeviceRadixSort::SortPairs(nullptr, temp_storage_bytes, temp_keys, temp_keys, // keys (in-place) + temp_indices, dst, // values (indices) + ncols, 0, sizeof(float) * 8, stream); + } else { + DeviceSegmentedSort::SortPairs(nullptr, temp_storage_bytes, temp_keys, temp_keys, // keys (in-place) + temp_indices, dst, // values (indices) + ncols * nrows, nrows, // num items, num segments + d_offsets, d_offsets + 1, stream); + } } else { - DeviceSegmentedRadixSort::SortPairsDescending(nullptr, temp_storage_bytes, temp_keys, temp_keys, temp_indices, - dst, ncols * nrows, nrows, d_offsets, d_offsets + 1, 0, - sizeof(float) * 8, stream); + if (nrows == 1) { + DeviceRadixSort::SortPairsDescending(nullptr, temp_storage_bytes, temp_keys, temp_keys, // keys (in-place) + temp_indices, dst, // values (indices) + ncols, 0, sizeof(float) * 8, stream); + } else { + DeviceSegmentedSort::SortPairsDescending(nullptr, temp_storage_bytes, temp_keys, temp_keys, temp_indices, + dst, ncols * nrows, nrows, d_offsets, d_offsets + 1, stream); + } } ggml_cuda_pool_alloc temp_storage_alloc(pool, temp_storage_bytes); void * d_temp_storage = temp_storage_alloc.get(); if (order == GGML_SORT_ORDER_ASC) { - DeviceSegmentedRadixSort::SortPairs(d_temp_storage, temp_storage_bytes, temp_keys, temp_keys, temp_indices, dst, - ncols * nrows, nrows, d_offsets, d_offsets + 1, 0, sizeof(float) * 8, - stream); + if (nrows == 1) { + DeviceRadixSort::SortPairs(d_temp_storage, temp_storage_bytes, temp_keys, temp_keys, // keys (in-place) + temp_indices, dst, // values (indices) + ncols, 0, sizeof(float) * 8, stream); + } else { + DeviceSegmentedSort::SortPairs(d_temp_storage, temp_storage_bytes, temp_keys, temp_keys, temp_indices, dst, + ncols * nrows, nrows, d_offsets, d_offsets + 1, stream); + } } else { - DeviceSegmentedRadixSort::SortPairsDescending(d_temp_storage, temp_storage_bytes, temp_keys, temp_keys, - temp_indices, dst, ncols * nrows, nrows, d_offsets, d_offsets + 1, - 0, sizeof(float) * 8, stream); + if (nrows == 1) { + DeviceRadixSort::SortPairsDescending(d_temp_storage, temp_storage_bytes, temp_keys, temp_keys, // keys (in-place) + temp_indices, dst, // values (indices) + ncols, 0, sizeof(float) * 8, stream); + } else { + DeviceSegmentedSort::SortPairsDescending(d_temp_storage, temp_storage_bytes, temp_keys, temp_keys, + temp_indices, dst, ncols * nrows, nrows, d_offsets, d_offsets + 1, + stream); + } } } #endif // GGML_CUDA_USE_CUB diff --git a/tests/test-backend-ops.cpp b/tests/test-backend-ops.cpp index 267bead8c4..fab8465934 100644 --- a/tests/test-backend-ops.cpp +++ b/tests/test-backend-ops.cpp @@ -7886,6 +7886,8 @@ static std::vector> make_test_cases_perf() { } test_cases.emplace_back(new test_argsort(GGML_TYPE_F32, {65000, 16, 1, 1})); + test_cases.emplace_back(new test_argsort(GGML_TYPE_F32, {200000, 1, 1, 1})); + test_cases.emplace_back(new test_argsort(GGML_TYPE_F32, {200000, 16, 1, 1})); return test_cases; } From 0da7e7dcccfac8a75bf3f65ac54cb4ea6b200c56 Mon Sep 17 00:00:00 2001 From: Daniel Bevenius Date: Wed, 19 Nov 2025 06:59:03 +0100 Subject: [PATCH 011/119] sampling : remove version from sampler chain This commit removes the version field from the sampler chain and instead used the sampler pointer itself for change detection. --- include/llama.h | 1 - src/llama-graph.cpp | 2 +- src/llama-graph.h | 10 +--------- src/llama-sampling.cpp | 7 ------- src/llama-sampling.h | 3 --- 5 files changed, 2 insertions(+), 21 deletions(-) diff --git a/include/llama.h b/include/llama.h index cbf23c7bcf..2bc41f36d8 100644 --- a/include/llama.h +++ b/include/llama.h @@ -1235,7 +1235,6 @@ extern "C" { // after removing a sampler, the chain will no longer own it, and it will not be freed when the chain is freed LLAMA_API struct llama_sampler * llama_sampler_chain_remove( struct llama_sampler * chain, int32_t i); - LLAMA_API uint64_t llama_sampler_chain_get_version(const struct llama_sampler * chain); // available samplers: diff --git a/src/llama-graph.cpp b/src/llama-graph.cpp index 561e629869..fbf4475aa4 100644 --- a/src/llama-graph.cpp +++ b/src/llama-graph.cpp @@ -477,7 +477,7 @@ bool llm_graph_input_sampling::can_reuse(const llm_graph_params & params) { } for (const auto & [seq_id, sampler] : params.samplers) { - if (sampler_versions[seq_id] != llama_sampler_chain_get_version(sampler)) { + if (samplers[seq_id] != sampler) { return false; } } diff --git a/src/llama-graph.h b/src/llama-graph.h index 552c3e724f..f7508046e4 100644 --- a/src/llama-graph.h +++ b/src/llama-graph.h @@ -387,13 +387,7 @@ class llm_graph_input_sampling : public llm_graph_input_i { public: llm_graph_input_sampling(int32_t n_vocab, bool sorted, std::unordered_map samplers) : - n_vocab(n_vocab), sorted_value(sorted), samplers(samplers) { - - sampler_versions.reserve(samplers.size()); - for (const auto & [seq_id, sampler] : samplers) { - sampler_versions[seq_id] = llama_sampler_chain_get_version(sampler); - } - } + n_vocab(n_vocab), sorted_value(sorted), samplers(samplers) { } virtual ~llm_graph_input_sampling() = default; void set_input(const llama_ubatch * ubatch) override; @@ -404,8 +398,6 @@ public: ggml_tensor * size = nullptr; // I32 [1] ggml_tensor * sorted = nullptr; // I32 [1] - // Track sampler chain version for reuse - std::unordered_map sampler_versions; std::unordered_map samplers; }; diff --git a/src/llama-sampling.cpp b/src/llama-sampling.cpp index d210b826c7..456e050201 100644 --- a/src/llama-sampling.cpp +++ b/src/llama-sampling.cpp @@ -639,7 +639,6 @@ struct llama_sampler * llama_sampler_chain_init(struct llama_sampler_chain_param void llama_sampler_chain_add(struct llama_sampler * chain, struct llama_sampler * smpl) { auto * p = (llama_sampler_chain *) chain->ctx; p->samplers.push_back(smpl); - p->version++; } struct llama_sampler * llama_sampler_chain_get(const struct llama_sampler * chain, int32_t i) { @@ -661,7 +660,6 @@ struct llama_sampler * llama_sampler_chain_remove(struct llama_sampler * chain, auto * result = p->samplers[i]; p->samplers.erase(p->samplers.begin() + i); - p->version++; return result; } @@ -672,11 +670,6 @@ int llama_sampler_chain_n(const struct llama_sampler * chain) { return p->samplers.size(); } -uint64_t llama_sampler_chain_get_version(const struct llama_sampler * chain) { - const auto * p = (const llama_sampler_chain *) chain->ctx; - return p->version; -} - // // samplers // diff --git a/src/llama-sampling.h b/src/llama-sampling.h index d92311f58a..759dd7dcb7 100644 --- a/src/llama-sampling.h +++ b/src/llama-sampling.h @@ -21,9 +21,6 @@ struct llama_sampler_chain { mutable int64_t t_sample_us; mutable int32_t n_sample; - - // simple version tracking for GPU sampling graph can_reuse - uint64_t version = 0; }; struct llama_sampler * llama_sampler_init_dry_testing( From 51fee298222be59730499e0c5dbad2922b60b8fb Mon Sep 17 00:00:00 2001 From: Daniel Bevenius Date: Wed, 19 Nov 2025 07:14:11 +0100 Subject: [PATCH 012/119] sampling : always populate logits for sampled probs This commit updates common/sampler.cpp set_logits and src/llama-sampling.cpp llama_sampler_sample to always populate the logits field when backend sampled probabilities are available. The motivation for this is that this ensure that CPU sampler always have access to the logits values even when probabilites have been produced by backend samplers. --- common/sampling.cpp | 2 +- src/llama-sampling.cpp | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/common/sampling.cpp b/common/sampling.cpp index 9c707a5bb9..9813762eca 100644 --- a/common/sampling.cpp +++ b/common/sampling.cpp @@ -129,7 +129,7 @@ struct common_sampler { const uint32_t sampled_probs_count = llama_get_backend_sampled_probs_count_ith(ctx, idx); cur.reserve(sampled_probs_count); for (uint32_t i = 0; i < sampled_probs_count; ++i) { - cur.emplace_back(llama_token_data{sampled_ids[i], 0.0f, sampled_probs[i]}); + cur.emplace_back(llama_token_data{sampled_ids[i], sampled_logits[i], sampled_probs[i]}); } } else if (sampled_logits) { const uint32_t sampled_logits_count = llama_get_backend_sampled_logits_count_ith(ctx, idx); diff --git a/src/llama-sampling.cpp b/src/llama-sampling.cpp index 456e050201..2cffa524cd 100644 --- a/src/llama-sampling.cpp +++ b/src/llama-sampling.cpp @@ -461,7 +461,7 @@ llama_token llama_sampler_sample(struct llama_sampler * smpl, struct llama_conte const uint32_t sampled_probs_count = llama_get_backend_sampled_probs_count_ith(ctx, idx); cur.reserve(sampled_probs_count); for (uint32_t i = 0; i < sampled_probs_count; ++i) { - cur.emplace_back(llama_token_data{sampled_ids[i], 0.0f, sampled_probs[i]}); + cur.emplace_back(llama_token_data{sampled_ids[i], sampled_logits[i], sampled_probs[i]}); } } else if (sampled_logits) { const uint32_t sampled_logits_count = llama_get_backend_sampled_logits_count_ith(ctx, idx); From 7e98ebcc6b2e0ceaa62350cf92c1d353ea61eff5 Mon Sep 17 00:00:00 2001 From: Daniel Bevenius Date: Wed, 19 Nov 2025 09:31:33 +0100 Subject: [PATCH 013/119] sampling : simplify backend sampling logic decode This commit tries to simplify the backend sampling logic in llama_context::decode. --- src/llama-context.cpp | 114 +++++++++++++++++++++++++----------------- 1 file changed, 67 insertions(+), 47 deletions(-) diff --git a/src/llama-context.cpp b/src/llama-context.cpp index 0b7f3adf9b..8485416c3e 100644 --- a/src/llama-context.cpp +++ b/src/llama-context.cpp @@ -1133,6 +1133,54 @@ int llama_context::encode(const llama_batch & batch_inp) { return 0; } +static std::unordered_map build_seq_to_batch_idx(const llama_ubatch & ubatch) { + std::unordered_map seq_to_batch_idx; + for (uint32_t i = 0; i < ubatch.n_tokens; i++) { + if (ubatch.output[i]) { + seq_to_batch_idx[ubatch.seq_id[i][0]] = i; + } + } + return seq_to_batch_idx; +} + +static void copy_tensor_async_int( + const std::unordered_map & tensor_map, + std::unordered_map & output_map, + const std::unordered_map & seq_to_batch_idx, + ggml_backend_sched_t sched) { + for (const auto & [seq_id, tensor] : tensor_map) { + const int32_t idx = seq_to_batch_idx.at(seq_id); + ggml_backend_t backend = ggml_backend_sched_get_tensor_backend(sched, tensor); + ggml_backend_tensor_get_async(backend, tensor, &output_map[idx], 0, sizeof(output_map[idx])); + } +} + +static void copy_tensor_async_floats( + const std::unordered_map & tensor_map, + std::unordered_map> & output_map, + const std::unordered_map & seq_to_batch_idx, + ggml_backend_sched_t sched) { + for (const auto & [seq_id, tensor] : tensor_map) { + const int32_t idx = seq_to_batch_idx.at(seq_id); + ggml_backend_t backend = ggml_backend_sched_get_tensor_backend(sched, tensor); + output_map[idx].resize(ggml_nelements(tensor)); + ggml_backend_tensor_get_async(backend, tensor, output_map[idx].data(), 0, ggml_nbytes(tensor)); + } +} + +static void copy_tensor_async_token_ids( + const std::unordered_map & tensor_map, + std::unordered_map> & output_map, + const std::unordered_map & seq_to_batch_idx, + ggml_backend_sched_t sched) { + for (const auto & [seq_id, tensor] : tensor_map) { + const int32_t idx = seq_to_batch_idx.at(seq_id); + ggml_backend_t backend = ggml_backend_sched_get_tensor_backend(sched, tensor); + output_map[idx].resize(ggml_nelements(tensor)); + ggml_backend_tensor_get_async(backend, tensor, output_map[idx].data(), 0, ggml_nbytes(tensor)); + } +} + int llama_context::decode(const llama_batch & batch_inp) { GGML_ASSERT((!batch_inp.token && batch_inp.embd) || (batch_inp.token && !batch_inp.embd)); // NOLINT @@ -1154,11 +1202,12 @@ int llama_context::decode(const llama_batch & batch_inp) { // when computing embeddings, all tokens are output const bool output_all = cparams.embeddings; + const bool has_backend_samplers = !samplers.empty(); if (!balloc->init(batch_inp, vocab, memory.get(), n_embd, cparams.kv_unified ? LLAMA_MAX_SEQ : cparams.n_seq_max, output_all, - !samplers.empty())) { + has_backend_samplers)) { LLAMA_LOG_ERROR("%s: failed to initialize batch\n", __func__); return -1; } @@ -1312,56 +1361,27 @@ int llama_context::decode(const llama_batch & batch_inp) { // ggml_graph_dump_dot(gf, NULL, "llama.dot"); //} - std::unordered_map seq_to_idx; - for (uint32_t i = 0; i < ubatch.n_tokens; i++) { - if (ubatch.output[i]) { - llama_seq_id seq_id = ubatch.seq_id[i][0]; - seq_to_idx[seq_id] = i; - } - } + if (has_backend_samplers) { + const auto seq_to_batch_idx = build_seq_to_batch_idx(ubatch); - // extract sampled tokens - for (const auto & [seq_id, t_token] : res->t_sampled_tokens) { - auto idx_it = seq_to_idx.find(seq_id); - GGML_ASSERT(idx_it != seq_to_idx.end()); - const int32_t idx = idx_it->second; - ggml_backend_t backend = ggml_backend_sched_get_tensor_backend(sched.get(), t_token); - ggml_backend_tensor_get_async(backend, t_token, &sampled_tokens_map[idx], 0, sizeof(llama_token)); - } - - for (const auto & [seq_id, t_ids] : res->t_sampled_token_ids) { - auto idx_it = seq_to_idx.find(seq_id); - GGML_ASSERT(idx_it != seq_to_idx.end()); - const int32_t idx = idx_it->second; - ggml_backend_t backend = ggml_backend_sched_get_tensor_backend(sched.get(), t_ids); - sampled_token_ids_map[idx].resize(ggml_nelements(t_ids)); - ggml_backend_tensor_get_async(backend, t_ids, sampled_token_ids_map[idx].data(), 0, ggml_nbytes(t_ids)); - } - - if (res->t_sampled_tokens.empty()) { - for (const auto & [seq_id, t_logits] : res->t_sampled_logits) { - auto idx_it = seq_to_idx.find(seq_id); - GGML_ASSERT(idx_it != seq_to_idx.end()); - const int32_t idx = idx_it->second; - ggml_backend_t backend = ggml_backend_sched_get_tensor_backend(sched.get(), t_logits); - sampled_logits_map[idx].resize(ggml_nelements(t_logits)); - ggml_backend_tensor_get_async(backend, t_logits, sampled_logits_map[idx].data(), 0, ggml_nbytes(t_logits)); + // If a backend sampler has sampled a token we only want to copy the + // sampled tokens and avoid copying logits and probabilites. + if (!res->t_sampled_tokens.empty()) { + // async copy the sampled tokens from the backend to the host. + copy_tensor_async_int(res->t_sampled_tokens, sampled_tokens_map, seq_to_batch_idx, sched.get()); + } else { + // async copy the sampled logits/probs from the backend to the host. + copy_tensor_async_floats(res->t_sampled_logits, sampled_logits_map, seq_to_batch_idx, sched.get()); + copy_tensor_async_floats(res->t_sampled_probs, sampled_probs_map, seq_to_batch_idx, sched.get()); } - // extract sampled probabilities - for (const auto & [seq_id, t_probs] : res->t_sampled_probs) { - auto idx_it = seq_to_idx.find(seq_id); - GGML_ASSERT(idx_it != seq_to_idx.end()); - const int32_t idx = idx_it->second; - ggml_backend_t backend = ggml_backend_sched_get_tensor_backend(sched.get(), t_probs); - sampled_probs_map[idx].resize(ggml_nelements(t_probs)); - ggml_backend_tensor_get_async(backend, t_probs, sampled_probs_map[idx].data(), 0, ggml_nbytes(t_probs)); - } - } + // async copy the filtered token ids from the backend to the host. + // These are needed for: + // 1) Backend dist sampler to map indices to vocab token ids. + // 2) CPU samplers to associate filtered logits with their token ids. + copy_tensor_async_token_ids(res->t_sampled_token_ids, sampled_token_ids_map, seq_to_batch_idx, sched.get()); - backend_has_sampled = !res->t_sampled_tokens.empty() || !res->t_sampled_probs.empty() || !res->t_sampled_logits.empty(); - - if (!backend_has_sampled) { + } else { auto * t_logits = res->get_logits(); auto * t_embd = cparams.embeddings ? res->get_embd() : nullptr; From d74eb61aa7a45ee63a6ac63a281d3f6e6985c6db Mon Sep 17 00:00:00 2001 From: Daniel Bevenius Date: Wed, 19 Nov 2025 11:29:26 +0100 Subject: [PATCH 014/119] squash! sampling : simplify backend sampling logic decode Fix condition to check if backend actually sampled tokens, not just that backend samplers are available. --- src/llama-context.cpp | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/src/llama-context.cpp b/src/llama-context.cpp index 8485416c3e..15ca80a735 100644 --- a/src/llama-context.cpp +++ b/src/llama-context.cpp @@ -1361,7 +1361,9 @@ int llama_context::decode(const llama_batch & batch_inp) { // ggml_graph_dump_dot(gf, NULL, "llama.dot"); //} - if (has_backend_samplers) { + const bool backend_has_sampled = !res->t_sampled_tokens.empty() || !res->t_sampled_probs.empty() || !res->t_sampled_logits.empty(); + + if (has_backend_samplers && backend_has_sampled) { const auto seq_to_batch_idx = build_seq_to_batch_idx(ubatch); // If a backend sampler has sampled a token we only want to copy the @@ -1381,7 +1383,9 @@ int llama_context::decode(const llama_batch & batch_inp) { // 2) CPU samplers to associate filtered logits with their token ids. copy_tensor_async_token_ids(res->t_sampled_token_ids, sampled_token_ids_map, seq_to_batch_idx, sched.get()); - } else { + } + + if (!backend_has_sampled) { auto * t_logits = res->get_logits(); auto * t_embd = cparams.embeddings ? res->get_embd() : nullptr; From 38f408c2530871a24a96b318b13f89836e3b10a3 Mon Sep 17 00:00:00 2001 From: Georgi Gerganov Date: Wed, 19 Nov 2025 13:43:29 +0200 Subject: [PATCH 015/119] common : fix regression caused by extra memory allocations during sampling --- common/sampling.cpp | 15 ++++++--------- 1 file changed, 6 insertions(+), 9 deletions(-) diff --git a/common/sampling.cpp b/common/sampling.cpp index 9813762eca..bccec35dac 100644 --- a/common/sampling.cpp +++ b/common/sampling.cpp @@ -122,27 +122,24 @@ struct common_sampler { const int n_vocab = llama_vocab_n_tokens(vocab); - // Use the member variable instead of allocating locally - cur.clear(); - if (sampled_probs) { const uint32_t sampled_probs_count = llama_get_backend_sampled_probs_count_ith(ctx, idx); - cur.reserve(sampled_probs_count); + cur.resize(sampled_probs_count); for (uint32_t i = 0; i < sampled_probs_count; ++i) { - cur.emplace_back(llama_token_data{sampled_ids[i], sampled_logits[i], sampled_probs[i]}); + cur[i] = llama_token_data{sampled_ids[i], sampled_logits[i], sampled_probs[i]}; } } else if (sampled_logits) { const uint32_t sampled_logits_count = llama_get_backend_sampled_logits_count_ith(ctx, idx); - cur.reserve(sampled_logits_count); + cur.resize(sampled_logits_count); for (uint32_t i = 0; i < sampled_logits_count; i++) { - cur.emplace_back(llama_token_data{sampled_ids[i], sampled_logits[i], 0.0f}); + cur[i] = llama_token_data{sampled_ids[i], sampled_logits[i], 0.0f}; } } else { const auto * logits = llama_get_logits_ith(ctx, idx); GGML_ASSERT(logits != nullptr); - cur.reserve(n_vocab); + cur.resize(n_vocab); for (llama_token token_id = 0; token_id < n_vocab; token_id++) { - cur.emplace_back(llama_token_data{token_id, logits[token_id], 0.0f}); + cur[token_id] = llama_token_data{token_id, logits[token_id], 0.0f}; } } From 18ed4d8f962c46b819f517c3eef2e90678c3939f Mon Sep 17 00:00:00 2001 From: Daniel Bevenius Date: Wed, 19 Nov 2025 15:10:15 +0100 Subject: [PATCH 016/119] squash! sampling : simplify backend sampling logic decode The commit fixes a variable shadowing issue in the `llama_context::decode` function which was introduced in a previous refactoring. --- src/llama-context.cpp | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/llama-context.cpp b/src/llama-context.cpp index 15ca80a735..5868f6246f 100644 --- a/src/llama-context.cpp +++ b/src/llama-context.cpp @@ -1361,7 +1361,7 @@ int llama_context::decode(const llama_batch & batch_inp) { // ggml_graph_dump_dot(gf, NULL, "llama.dot"); //} - const bool backend_has_sampled = !res->t_sampled_tokens.empty() || !res->t_sampled_probs.empty() || !res->t_sampled_logits.empty(); + backend_has_sampled = !res->t_sampled_tokens.empty() || !res->t_sampled_probs.empty() || !res->t_sampled_logits.empty(); if (has_backend_samplers && backend_has_sampled) { const auto seq_to_batch_idx = build_seq_to_batch_idx(ubatch); From ed4345bdd9d55f3a21ac95f562bb2eb2212c9a8b Mon Sep 17 00:00:00 2001 From: Daniel Bevenius Date: Thu, 20 Nov 2025 07:56:33 +0100 Subject: [PATCH 017/119] squash! common : fix regression caused by extra memory allocations during sampling Apply the same changes to llama-sampling.cpp, llama_sampler_sample as were applied in commit 38f408c25. --- src/llama-sampling.cpp | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/src/llama-sampling.cpp b/src/llama-sampling.cpp index 2cffa524cd..11679c6c9e 100644 --- a/src/llama-sampling.cpp +++ b/src/llama-sampling.cpp @@ -459,22 +459,22 @@ llama_token llama_sampler_sample(struct llama_sampler * smpl, struct llama_conte if (sampled_probs) { const uint32_t sampled_probs_count = llama_get_backend_sampled_probs_count_ith(ctx, idx); - cur.reserve(sampled_probs_count); + cur.resize(sampled_probs_count); for (uint32_t i = 0; i < sampled_probs_count; ++i) { - cur.emplace_back(llama_token_data{sampled_ids[i], sampled_logits[i], sampled_probs[i]}); + cur[i] = llama_token_data{sampled_ids[i], sampled_logits[i], sampled_probs[i]}; } } else if (sampled_logits) { const uint32_t sampled_logits_count = llama_get_backend_sampled_logits_count_ith(ctx, idx); - cur.reserve(sampled_logits_count); + cur.resize(sampled_logits_count); for (llama_token i = 0; i < (int)sampled_logits_count; i++) { - cur.emplace_back(llama_token_data{sampled_ids[i], sampled_logits[i], 0.0f}); + cur[i] = llama_token_data{sampled_ids[i], sampled_logits[i], 0.0f}; } } else { const auto * logits = llama_get_logits_ith(ctx, idx); GGML_ASSERT(logits != nullptr); - cur.reserve(n_vocab); + cur.resize(n_vocab); for (llama_token token_id = 0; token_id < n_vocab; token_id++) { - cur.emplace_back(llama_token_data{token_id, logits[token_id], 0.0f}); + cur[token_id] = llama_token_data{token_id, logits[token_id], 0.0f}; } } From 0d28b16bdcda2e0973202989e6385864f4e85b5a Mon Sep 17 00:00:00 2001 From: Daniel Bevenius Date: Thu, 20 Nov 2025 14:31:37 +0100 Subject: [PATCH 018/119] sampling : introduce sampling_info struct This commit introduces a sampling_info struct to encapsulate all backend sampling related data within the llama_context class. It also updates to use more descriptive names for sampled tokens and candidates in the backend sampler ggml data structure. --- include/llama.h | 4 +- src/llama-backend-sampler.cpp | 18 +++--- src/llama-context.cpp | 103 +++++++++++++++++----------------- src/llama-context.h | 21 ++++--- src/llama-graph.cpp | 26 ++++----- src/llama-graph.h | 4 +- 6 files changed, 91 insertions(+), 85 deletions(-) diff --git a/include/llama.h b/include/llama.h index 2bc41f36d8..9c4862ad89 100644 --- a/include/llama.h +++ b/include/llama.h @@ -213,8 +213,8 @@ extern "C" { struct llama_sampler_ggml_data { struct ggml_tensor * logits; struct ggml_tensor * probs; - struct ggml_tensor * sampled_token; - struct ggml_tensor * filtered_ids; + struct ggml_tensor * sampled; + struct ggml_tensor * candidates; }; typedef bool (*llama_progress_callback)(float progress, void * user_data); diff --git a/src/llama-backend-sampler.cpp b/src/llama-backend-sampler.cpp index 42c8d85aeb..cd6b8bb752 100644 --- a/src/llama-backend-sampler.cpp +++ b/src/llama-backend-sampler.cpp @@ -15,7 +15,7 @@ static void llama_sampler_backend_greedy_apply_ggml( GGML_UNUSED(smpl); struct ggml_tensor * argmax_result = ggml_argmax(ctx, ggml_data->logits); ggml_set_name(argmax_result, "argmax_result"); - ggml_data->sampled_token = argmax_result; + ggml_data->sampled = argmax_result; } static const char * llama_sampler_backend_greedy_sampler_name(const struct llama_sampler *) { @@ -149,7 +149,7 @@ static void llama_sampler_backend_top_k_apply_ggml( fprintf(stderr, "CPU backend will be used instead which defeats the purpose of having backend samplers\n"); } - ggml_data->filtered_ids = top_k; + ggml_data->candidates = top_k; struct ggml_tensor * logits_rows = ggml_reshape_2d(ctx, ggml_data->logits, 1, ggml_data->logits->ne[0]); struct ggml_tensor * top_k_rows = ggml_get_rows(ctx, logits_rows, top_k); @@ -303,19 +303,19 @@ static void llama_sampler_backend_dist_apply_ggml( struct ggml_tensor * idx = ggml_cast(ctx, ggml_scale_bias(ctx, idxf, -1.0f, mask->ne[0]), GGML_TYPE_I32); ggml_set_name(idx, "dist_index_i32"); - // Map back to original vocab ids if a filtered id tensor is available. + // Map back to original vocab ids if a candidates tensor is available. struct ggml_tensor * sampled_token = idx; - if (ggml_data->filtered_ids != nullptr) { - struct ggml_tensor * filtered_ids = ggml_data->filtered_ids; - struct ggml_tensor * filtered_ids_reshaped = ggml_view_2d(ctx, filtered_ids, 1, ggml_nelements(filtered_ids), - ggml_type_size(filtered_ids->type), 0); + if (ggml_data->candidates != nullptr) { + struct ggml_tensor * candidates = ggml_data->candidates; + struct ggml_tensor * candidates_reshaped = ggml_view_2d(ctx, candidates, 1, ggml_nelements(candidates), + ggml_type_size(candidates->type), 0); - sampled_token = ggml_get_rows(ctx, filtered_ids_reshaped, idx); + sampled_token = ggml_get_rows(ctx, candidates_reshaped, idx); ggml_set_name(sampled_token, "dist_sampled_token"); } ggml_set_output(sampled_token); - ggml_data->sampled_token = sampled_token; + ggml_data->sampled = sampled_token; } static const char * llama_sampler_backend_dist_name(const struct llama_sampler *) { diff --git a/src/llama-context.cpp b/src/llama-context.cpp index 5868f6246f..7bebf58b9e 100644 --- a/src/llama-context.cpp +++ b/src/llama-context.cpp @@ -60,11 +60,11 @@ llama_context::llama_context( // backend samplers if (params.samplers != nullptr && params.n_samplers > 0) { - samplers.reserve(params.n_samplers); + sampling.samplers.reserve(params.n_samplers); for (size_t i = 0; i < params.n_samplers; ++i) { const auto & config = params.samplers[i]; - samplers[config.seq_id] = config.sampler; + sampling.samplers[config.seq_id] = config.sampler; } } @@ -435,9 +435,9 @@ llama_context::llama_context( { const llama_vocab * vocab = llama_model_get_vocab(&model); const int n_vocab = llama_vocab_n_tokens(vocab); - sampled_token_ids_full_vocab.resize(n_vocab); + sampling.token_ids_full_vocab.resize(n_vocab); for (int i = 0; i < n_vocab; ++i) { - sampled_token_ids_full_vocab[i] = i; + sampling.token_ids_full_vocab[i] = i; } } } @@ -445,7 +445,7 @@ llama_context::llama_context( llama_context::~llama_context() { ggml_opt_free(opt_ctx); // TODO: perhaps use a smart pointer for samplers - for (auto const& [seq_id, sampler] : samplers) { + for (auto const& [seq_id, sampler] : sampling.samplers) { llama_sampler_free(sampler); } } @@ -635,7 +635,7 @@ float * llama_context::get_embeddings() { } llama_token * llama_context::get_backend_sampled_tokens() { - return sampled_tokens; + return sampling.sampled; } float * llama_context::get_embeddings_ith(int32_t i) { @@ -691,15 +691,15 @@ llama_token llama_context::get_backend_sampled_token_ith(int32_t idx) { // Handle special case where idx == -1 (single sequence exists) which is // a valid index when using common_sampler_sample. if (idx == -1) { - if (sampled_tokens_map.size() == 1) { - auto it = sampled_tokens_map.begin(); + if (sampling.map_sampled.size() == 1) { + auto it = sampling.map_sampled.begin(); return it->second; } return LLAMA_TOKEN_NULL; } - auto it = sampled_tokens_map.find(idx); - if (it == sampled_tokens_map.end()) { + auto it = sampling.map_sampled.find(idx); + if (it == sampling.map_sampled.end()) { return LLAMA_TOKEN_NULL; } @@ -708,13 +708,13 @@ llama_token llama_context::get_backend_sampled_token_ith(int32_t idx) { float * llama_context::get_backend_sampled_probs_ith(int32_t idx) { if (idx == -1) { - if (sampled_probs_map.size() == 1) { - return sampled_probs_map.begin()->second.data(); + if (sampling.map_probs.size() == 1) { + return sampling.map_probs.begin()->second.data(); } } - auto it = sampled_probs_map.find(idx); - if (it == sampled_probs_map.end()) { + auto it = sampling.map_probs.find(idx); + if (it == sampling.map_probs.end()) { return nullptr; } @@ -723,12 +723,12 @@ float * llama_context::get_backend_sampled_probs_ith(int32_t idx) { float * llama_context::get_backend_sampled_logits_ith(int32_t idx) { if (idx == -1) { - if (sampled_logits_map.size() == 1) { - return sampled_logits_map.begin()->second.data(); + if (sampling.map_logits.size() == 1) { + return sampling.map_logits.begin()->second.data(); } } - auto it = sampled_logits_map.find(idx); - if (it == sampled_logits_map.end()) { + auto it = sampling.map_logits.find(idx); + if (it == sampling.map_logits.end()) { return nullptr; } @@ -737,29 +737,29 @@ float * llama_context::get_backend_sampled_logits_ith(int32_t idx) { const llama_token * llama_context::get_backend_sampled_token_ids_ith(int32_t idx) { if (idx == -1) { - if (sampled_token_ids_map.size() == 1) { - const auto & vec = sampled_token_ids_map.begin()->second; + if (sampling.map_cadidates.size() == 1) { + const auto & vec = sampling.map_cadidates.begin()->second; if (!vec.empty()) { return vec.data(); } } } - auto it = sampled_token_ids_map.find(idx); - if (it != sampled_token_ids_map.end() && !it->second.empty()) { + auto it = sampling.map_cadidates.find(idx); + if (it != sampling.map_cadidates.end() && !it->second.empty()) { return it->second.data(); } - return sampled_token_ids_full_vocab.data(); + return sampling.token_ids_full_vocab.data(); } size_t llama_context::get_backend_sampled_logits_count(int32_t idx) const { if (idx == -1) { - if (sampled_logits_map.size() == 1) { - return sampled_logits_map.begin()->second.size(); + if (sampling.map_logits.size() == 1) { + return sampling.map_logits.begin()->second.size(); } } - auto it = sampled_logits_map.find(idx); - if (it == sampled_logits_map.end()) { + auto it = sampling.map_logits.find(idx); + if (it == sampling.map_logits.end()) { return 0; } @@ -768,14 +768,14 @@ size_t llama_context::get_backend_sampled_logits_count(int32_t idx) const { size_t llama_context::get_backend_sampled_probs_count(int32_t idx) const { if (idx == -1) { - if (sampled_probs_map.size() == 1) { - return sampled_probs_map.begin()->second.size(); + if (sampling.map_probs.size() == 1) { + return sampling.map_probs.begin()->second.size(); } return 0; } - auto it = sampled_probs_map.find(idx); - if (it == sampled_probs_map.end()) { + auto it = sampling.map_probs.find(idx); + if (it == sampling.map_probs.end()) { return 0; } @@ -841,8 +841,8 @@ void llama_context::set_warmup(bool value) { void llama_context::set_backend_sampler(llama_seq_id seq_id, llama_sampler * sampler) { LLAMA_LOG_DEBUG("%s: seq_id = %d, sampler = %p\n", __func__, (int) seq_id, (void *) sampler); - auto it = samplers.find(seq_id); - if (it != samplers.end()) { + auto it = sampling.samplers.find(seq_id); + if (it != sampling.samplers.end()) { // If the sampler to be set is the same that is already set, do nothing. if (it->second == sampler) { return; @@ -853,7 +853,7 @@ void llama_context::set_backend_sampler(llama_seq_id seq_id, llama_sampler * sam // If sampler is nullptr, we remove the samppler chain for this seq_id. // chain for this seq_id. if (sampler == nullptr) { - samplers.erase(it); + sampling.samplers.erase(it); return; } @@ -865,7 +865,7 @@ void llama_context::set_backend_sampler(llama_seq_id seq_id, llama_sampler * sam // If there is no sampler for this seq_id and the caller provides a non-null // sampler, we set it. if (sampler != nullptr) { - samplers[seq_id] = sampler; + sampling.samplers[seq_id] = sampler; } } @@ -1202,7 +1202,7 @@ int llama_context::decode(const llama_batch & batch_inp) { // when computing embeddings, all tokens are output const bool output_all = cparams.embeddings; - const bool has_backend_samplers = !samplers.empty(); + const bool has_backend_samplers = !sampling.samplers.empty(); if (!balloc->init(batch_inp, vocab, memory.get(), n_embd, cparams.kv_unified ? LLAMA_MAX_SEQ : cparams.n_seq_max, @@ -1235,10 +1235,10 @@ int llama_context::decode(const llama_batch & batch_inp) { // TODO: this clear of the buffer can easily be forgotten - need something better embd_seq.clear(); - sampled_probs_map.clear(); - sampled_logits_map.clear(); - sampled_tokens_map.clear(); - sampled_token_ids_map.clear(); + sampling.map_probs.clear(); + sampling.map_logits.clear(); + sampling.map_sampled.clear(); + sampling.map_cadidates.clear(); output_swaps.clear(); bool did_optimize = false; @@ -1361,27 +1361,27 @@ int llama_context::decode(const llama_batch & batch_inp) { // ggml_graph_dump_dot(gf, NULL, "llama.dot"); //} - backend_has_sampled = !res->t_sampled_tokens.empty() || !res->t_sampled_probs.empty() || !res->t_sampled_logits.empty(); + backend_has_sampled = !res->t_sampled.empty() || !res->t_sampled_probs.empty() || !res->t_sampled_logits.empty(); if (has_backend_samplers && backend_has_sampled) { const auto seq_to_batch_idx = build_seq_to_batch_idx(ubatch); // If a backend sampler has sampled a token we only want to copy the // sampled tokens and avoid copying logits and probabilites. - if (!res->t_sampled_tokens.empty()) { + if (!res->t_sampled.empty()) { // async copy the sampled tokens from the backend to the host. - copy_tensor_async_int(res->t_sampled_tokens, sampled_tokens_map, seq_to_batch_idx, sched.get()); + copy_tensor_async_int(res->t_sampled, sampling.map_sampled, seq_to_batch_idx, sched.get()); } else { // async copy the sampled logits/probs from the backend to the host. - copy_tensor_async_floats(res->t_sampled_logits, sampled_logits_map, seq_to_batch_idx, sched.get()); - copy_tensor_async_floats(res->t_sampled_probs, sampled_probs_map, seq_to_batch_idx, sched.get()); + copy_tensor_async_floats(res->t_sampled_logits, sampling.map_logits, seq_to_batch_idx, sched.get()); + copy_tensor_async_floats(res->t_sampled_probs, sampling.map_probs, seq_to_batch_idx, sched.get()); } - // async copy the filtered token ids from the backend to the host. + // async copy the candidate token ids from the backend to the host. // These are needed for: // 1) Backend dist sampler to map indices to vocab token ids. - // 2) CPU samplers to associate filtered logits with their token ids. - copy_tensor_async_token_ids(res->t_sampled_token_ids, sampled_token_ids_map, seq_to_batch_idx, sched.get()); + // 2) CPU samplers to associate candidate logits with their token ids. + copy_tensor_async_token_ids(res->t_candidates, sampling.map_cadidates, seq_to_batch_idx, sched.get()); } @@ -1589,8 +1589,9 @@ uint32_t llama_context::output_reserve(int32_t n_outputs) { logits = has_logits ? output_base : nullptr; embd = has_embd ? output_base + logits_size : nullptr; - sampled_tokens = !samplers.empty() ? s_output_base : nullptr; - sampled_probs = !samplers.empty() ? embd : nullptr; + + sampling.sampled = !sampling.samplers.empty() ? s_output_base : nullptr; + sampling.probs = !sampling.samplers.empty() ? embd : nullptr; // set all ids as invalid (negative) std::fill(output_ids.begin(), output_ids.end(), -1); @@ -1700,7 +1701,7 @@ llm_graph_params llama_context::graph_params( /*.loras =*/ &loras, /*.mctx =*/ mctx, /*.cross =*/ &cross, - /*.samplers =*/ samplers, + /*.samplers =*/ sampling.samplers, /*.n_outputs =*/ n_outputs, /*.cb =*/ graph_get_cb(), /*.res =*/ res, diff --git a/src/llama-context.h b/src/llama-context.h index aba62e6e38..8e6a111e61 100644 --- a/src/llama-context.h +++ b/src/llama-context.h @@ -254,16 +254,21 @@ private: size_t logits_size = 0; // capacity (of floats) for logits float * logits = nullptr; - std::unordered_map samplers; - llama_token * sampled_tokens = nullptr; - std::unordered_map sampled_tokens_map; + struct sampling_info { + std::unordered_map samplers; - float * sampled_probs = nullptr; - std::unordered_map> sampled_probs_map; + llama_token * sampled = nullptr; + float * probs = nullptr; - std::unordered_map> sampled_logits_map; - std::unordered_map> sampled_token_ids_map; - std::vector sampled_token_ids_full_vocab; + std::unordered_map map_sampled; + std::unordered_map> map_probs; + std::unordered_map> map_logits; + std::unordered_map> map_cadidates; + + std::vector token_ids_full_vocab; + }; + + sampling_info sampling; // embeddings output (2-dimensional array: [n_outputs][n_embd]) // populated only when pooling_type == LLAMA_POOLING_TYPE_NONE diff --git a/src/llama-graph.cpp b/src/llama-graph.cpp index fbf4475aa4..8af9188d05 100644 --- a/src/llama-graph.cpp +++ b/src/llama-graph.cpp @@ -504,10 +504,10 @@ void llm_graph_result::reset() { t_logits = nullptr; t_embd = nullptr; t_embd_pooled = nullptr; - t_sampled_tokens.clear(); + t_sampled.clear(); t_sampled_probs.clear(); t_sampled_logits.clear(); - t_sampled_token_ids.clear(); + t_candidates.clear(); params = {}; @@ -2098,17 +2098,17 @@ void llm_graph_context::build_sampling() const { ggml_format_name(logits_seq, "logits_seq_%d", seq_id); struct llama_sampler_ggml_data ggml_data = { - /*.logits =*/ logits_seq, - /*.probs =*/ nullptr, - /*.sampled_token =*/ nullptr, - /*.filtered_ids =*/ nullptr, + /*.logits =*/ logits_seq, + /*.probs =*/ nullptr, + /*.sampled =*/ nullptr, + /*.candidates =*/ nullptr, }; llama_sampler_apply_ggml(sampler, ctx0, gf, &ggml_data); - if (ggml_data.sampled_token != nullptr) { - res->t_sampled_tokens[seq_id] = ggml_data.sampled_token; - ggml_build_forward_expand(gf, ggml_data.sampled_token); + if (ggml_data.sampled != nullptr) { + res->t_sampled[seq_id] = ggml_data.sampled; + ggml_build_forward_expand(gf, ggml_data.sampled); } if (ggml_data.probs != nullptr) { @@ -2121,16 +2121,16 @@ void llm_graph_context::build_sampling() const { ggml_build_forward_expand(gf, res->t_sampled_logits[seq_id]); } - if (ggml_data.filtered_ids != nullptr) { - res->t_sampled_token_ids[seq_id] = ggml_data.filtered_ids; - ggml_build_forward_expand(gf, ggml_data.filtered_ids); + if (ggml_data.candidates != nullptr) { + res->t_candidates[seq_id] = ggml_data.candidates; + ggml_build_forward_expand(gf, ggml_data.candidates); } } // TODO: Call llama_sampler_accept_ggml after all samplers have been applied. /* for (const auto & [seq_id, sampler] : samplers) { - if (auto it = res->t_sampled_tokens.find(seq_id); it != res->t_sampled_tokens.end()) { + if (auto it = res->t_sampled.find(seq_id); it != res->t_sampled.end()) { ggml_tensor * selected_token = it->second; if (selected_token != nullptr) { llama_sampler_accept_ggml(sampler, ctx0, gf, selected_token); diff --git a/src/llama-graph.h b/src/llama-graph.h index f7508046e4..6797d78a20 100644 --- a/src/llama-graph.h +++ b/src/llama-graph.h @@ -543,8 +543,8 @@ public: ggml_tensor * t_embd_pooled = nullptr; std::unordered_map t_sampled_logits; - std::unordered_map t_sampled_token_ids; - std::unordered_map t_sampled_tokens; + std::unordered_map t_candidates; + std::unordered_map t_sampled; std::unordered_map t_sampled_probs; std::vector inputs; From c1625620f6d2af9581b0138ff70103219d8d103b Mon Sep 17 00:00:00 2001 From: Daniel Bevenius Date: Fri, 21 Nov 2025 08:44:25 +0100 Subject: [PATCH 019/119] sampling : return early if backend sampling is disabled --- common/sampling.cpp | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/common/sampling.cpp b/common/sampling.cpp index bccec35dac..ebe61f32ca 100644 --- a/common/sampling.cpp +++ b/common/sampling.cpp @@ -309,15 +309,15 @@ struct common_sampler * common_sampler_init(const struct llama_model * model, co } struct llama_sampler * common_sampler_backend_init(const struct llama_model * model, const struct common_params_sampling & params) { + if (!params.backend_sampling) { + return nullptr; + } const llama_vocab * vocab = llama_model_get_vocab(model); llama_sampler_chain_params chain_params = llama_sampler_chain_default_params(); chain_params.no_perf = params.no_perf; struct llama_sampler * chain = llama_sampler_chain_init(chain_params); - if (!params.backend_sampling) { - return chain; // return empty chain - } const bool enable_temp = params.temp > 0.0f && sampler_enabled(params, COMMON_SAMPLER_TYPE_TEMPERATURE); const bool enable_top_k = params.top_k > 0 && sampler_enabled(params, COMMON_SAMPLER_TYPE_TOP_K); From 61ffe41dc1cdafb2c71b650c4265c22ec769f88b Mon Sep 17 00:00:00 2001 From: Daniel Bevenius Date: Fri, 21 Nov 2025 14:02:16 +0100 Subject: [PATCH 020/119] sampling : use pinned memory for backend sampling buffers --- common/build-info.cpp | 4 + common/sampling.cpp | 6 +- include/llama.h | 17 +- src/llama-context.cpp | 409 +++++++++++++++++++++++++-------- src/llama-context.h | 30 ++- src/llama-sampling.cpp | 2 +- tests/test-backend-sampler.cpp | 10 + 7 files changed, 358 insertions(+), 120 deletions(-) create mode 100644 common/build-info.cpp diff --git a/common/build-info.cpp b/common/build-info.cpp new file mode 100644 index 0000000000..6e8240fbb1 --- /dev/null +++ b/common/build-info.cpp @@ -0,0 +1,4 @@ +int LLAMA_BUILD_NUMBER = 5590; +char const *LLAMA_COMMIT = "0d398442"; +char const *LLAMA_COMPILER = "cc (Ubuntu 13.3.0-6ubuntu2~24.04) 13.3.0"; +char const *LLAMA_BUILD_TARGET = "x86_64-linux-gnu"; diff --git a/common/sampling.cpp b/common/sampling.cpp index ebe61f32ca..ae2276c712 100644 --- a/common/sampling.cpp +++ b/common/sampling.cpp @@ -113,9 +113,9 @@ struct common_sampler { llama_token_data_array cur_p; void set_logits(struct llama_context * ctx, int idx) { - const float * sampled_probs = llama_get_backend_sampled_probs_ith (ctx, idx); - const float * sampled_logits = llama_get_backend_sampled_logits_ith (ctx, idx); - const llama_token * sampled_ids = llama_get_backend_sampled_token_ids_ith(ctx, idx); + const float * sampled_probs = llama_get_backend_sampled_probs_ith (ctx, idx); + const float * sampled_logits = llama_get_backend_sampled_logits_ith (ctx, idx); + const llama_token * sampled_ids = llama_get_backend_sampled_candidates_ith(ctx, idx); const llama_model * model = llama_get_model(ctx); const llama_vocab * vocab = llama_model_get_vocab(model); diff --git a/include/llama.h b/include/llama.h index 9c4862ad89..9fbce771d7 100644 --- a/include/llama.h +++ b/include/llama.h @@ -974,20 +974,23 @@ extern "C" { // The index matches llama_get_backend_sampled_token_ith(). // Returns NULL if no probabilites were generated. LLAMA_API float * llama_get_backend_sampled_probs_ith(struct llama_context * ctx, int32_t i); + // + // Get the number of backend sampled probabilites for the ith token. + LLAMA_API uint32_t llama_get_backend_sampled_probs_count_ith(struct llama_context * ctx, int32_t i); // Get the backend sampled logits for the ith token // Returns NULL if no logits were sampled. LLAMA_API float * llama_get_backend_sampled_logits_ith(struct llama_context * ctx, int32_t i); - - // Get the backend sampled token ids associated with the sampled logits for the ith token - // Returns NULL if no logits were sampled. - LLAMA_API llama_token * llama_get_backend_sampled_token_ids_ith(struct llama_context * ctx, int32_t i); - + // // Get the number of backend sampled logits for the ith token. LLAMA_API uint32_t llama_get_backend_sampled_logits_count_ith(struct llama_context * ctx, int32_t i); - // Get the number of backend sampled probabilites for the ith token. - LLAMA_API uint32_t llama_get_backend_sampled_probs_count_ith(struct llama_context * ctx, int32_t i); + // Get the backend sampled candidates (token ids) for the ith token + // Returns NULL if no candidates were sampled. + LLAMA_API llama_token * llama_get_backend_sampled_candidates_ith(struct llama_context * ctx, int32_t i); + // + // Get the number of backend sampled candidates for the ith token. + LLAMA_API uint32_t llama_get_backend_sampled_candidates_count_ith(struct llama_context * ctx, int32_t i); // // Vocab diff --git a/src/llama-context.cpp b/src/llama-context.cpp index 7bebf58b9e..1694e44720 100644 --- a/src/llama-context.cpp +++ b/src/llama-context.cpp @@ -588,6 +588,35 @@ float * llama_context::get_logits() { return logits; } +int64_t llama_context::resolve_output_row(int32_t i) const { + int64_t j = -1; + + // support negative indices (last output row) + if (i < 0) { + j = n_outputs + i; + if (j < 0) { + throw std::runtime_error(format("negative index out of range [0, %d)", n_outputs)); + } + } else if ((size_t) i >= output_ids.size()) { + throw std::runtime_error(format("out of range [0, %zu)", output_ids.size())); + } else { + // use output_ids to translate the batch token index into a row number + // that holds this token's data. + j = output_ids[i]; + } + + if (j < 0) { + // the batch token was not configured to output anything + throw std::runtime_error(format("batch.logits[%d] != true", i)); + } + + if (j >= n_outputs) { + throw std::runtime_error(format("corrupt output buffer (j=%" PRId64 ", n_outputs=%d)", j, n_outputs)); + } + + return j; +} + float * llama_context::get_logits_ith(int32_t i) { int64_t j = -1; @@ -688,100 +717,135 @@ float * llama_context::get_embeddings_seq(llama_seq_id seq_id) { } llama_token llama_context::get_backend_sampled_token_ith(int32_t idx) { - // Handle special case where idx == -1 (single sequence exists) which is - // a valid index when using common_sampler_sample. - if (idx == -1) { - if (sampling.map_sampled.size() == 1) { - auto it = sampling.map_sampled.begin(); - return it->second; - } + output_reorder(); + + if (sampling.sampled == nullptr) { return LLAMA_TOKEN_NULL; } - auto it = sampling.map_sampled.find(idx); - if (it == sampling.map_sampled.end()) { + try { + const int64_t row = resolve_output_row(idx); + GGML_ASSERT(row < (int64_t) sampling.sampled_size); + return sampling.sampled[row]; + } catch (const std::exception & err) { + LLAMA_LOG_ERROR("%s: invalid backend sampled token id %d, reason: %s\n", __func__, idx, err.what()); return LLAMA_TOKEN_NULL; } - - return it->second; } float * llama_context::get_backend_sampled_probs_ith(int32_t idx) { - if (idx == -1) { - if (sampling.map_probs.size() == 1) { - return sampling.map_probs.begin()->second.data(); - } - } + output_reorder(); - auto it = sampling.map_probs.find(idx); - if (it == sampling.map_probs.end()) { + if (sampling.probs == nullptr) { return nullptr; } - return it->second.data(); + try { + const int64_t row = resolve_output_row(idx); + if ((size_t) row >= sampling.probs_count.size() || sampling.probs_count[row] == 0) { + return nullptr; + } + return sampling.probs + row*model.vocab.n_tokens(); + } catch (const std::exception & err) { + LLAMA_LOG_ERROR("%s: invalid backend sampled probs id %d, reason: %s\n", __func__, idx, err.what()); + return nullptr; + } } float * llama_context::get_backend_sampled_logits_ith(int32_t idx) { - if (idx == -1) { - if (sampling.map_logits.size() == 1) { - return sampling.map_logits.begin()->second.data(); - } - } - auto it = sampling.map_logits.find(idx); - if (it == sampling.map_logits.end()) { + output_reorder(); + + if (sampling.logits == nullptr) { return nullptr; } - return it->second.data(); + try { + const int64_t row = resolve_output_row(idx); + if ((size_t) row >= sampling.logits_count.size() || sampling.logits_count[row] == 0) { + return nullptr; + } + return sampling.logits + row*model.vocab.n_tokens(); + } catch (const std::exception & err) { + LLAMA_LOG_ERROR("%s: invalid backend sampled logits id %d, reason: %s\n", __func__, idx, err.what()); + return nullptr; + } } -const llama_token * llama_context::get_backend_sampled_token_ids_ith(int32_t idx) { - if (idx == -1) { - if (sampling.map_cadidates.size() == 1) { - const auto & vec = sampling.map_cadidates.begin()->second; - if (!vec.empty()) { - return vec.data(); - } +const llama_token * llama_context::get_backend_sampled_candidates_ith(int32_t idx) { + output_reorder(); + + try { + const int64_t row = resolve_output_row(idx); + if (sampling.candidates != nullptr && + (size_t) row < sampling.candidates_count.size() && + sampling.candidates_count[row] > 0) { + return sampling.candidates + row*model.vocab.n_tokens(); } - } - auto it = sampling.map_cadidates.find(idx); - if (it != sampling.map_cadidates.end() && !it->second.empty()) { - return it->second.data(); + } catch (const std::exception & err) { + // fallback to full vocab list } return sampling.token_ids_full_vocab.data(); } -size_t llama_context::get_backend_sampled_logits_count(int32_t idx) const { - if (idx == -1) { - if (sampling.map_logits.size() == 1) { - return sampling.map_logits.begin()->second.size(); - } - } - auto it = sampling.map_logits.find(idx); - if (it == sampling.map_logits.end()) { +size_t llama_context::get_backend_sampled_candidates_count(int32_t idx) { + output_reorder(); + + if (sampling.candidates == nullptr) { return 0; } - return it->second.size(); + try { + const int64_t row = resolve_output_row(idx); + if ((size_t) row >= sampling.candidates_count.size()) { + return 0; + } + return sampling.candidates_count[row]; + } catch (const std::exception & err) { + LLAMA_LOG_ERROR("%s: invalid backend sampled candidates count id %d, reason: %s\n", __func__, idx, err.what()); + return 0; + } } -size_t llama_context::get_backend_sampled_probs_count(int32_t idx) const { - if (idx == -1) { - if (sampling.map_probs.size() == 1) { - return sampling.map_probs.begin()->second.size(); +size_t llama_context::get_backend_sampled_logits_count(int32_t idx) { + output_reorder(); + + if (sampling.logits == nullptr) { + return 0; + } + + try { + const int64_t row = resolve_output_row(idx); + if ((size_t) row >= sampling.logits_count.size()) { + return 0; } + return sampling.logits_count[row]; + } catch (const std::exception & err) { + LLAMA_LOG_ERROR("%s: invalid backend sampled logits count id %d, reason: %s\n", __func__, idx, err.what()); return 0; } - - auto it = sampling.map_probs.find(idx); - if (it == sampling.map_probs.end()) { - return 0; - } - - return it->second.size(); } +size_t llama_context::get_backend_sampled_probs_count(int32_t idx) { + output_reorder(); + + if (sampling.probs == nullptr) { + return 0; + } + + try { + const int64_t row = resolve_output_row(idx); + if ((size_t) row >= sampling.probs_count.size()) { + return 0; + } + return sampling.probs_count[row]; + } catch (const std::exception & err) { + LLAMA_LOG_ERROR("%s: invalid backend sampled probs count id %d, reason: %s\n", __func__, idx, err.what()); + return 0; + } +} + + void llama_context::attach_threadpool( ggml_threadpool_t threadpool, ggml_threadpool_t threadpool_batch) { @@ -1133,51 +1197,94 @@ int llama_context::encode(const llama_batch & batch_inp) { return 0; } -static std::unordered_map build_seq_to_batch_idx(const llama_ubatch & ubatch) { - std::unordered_map seq_to_batch_idx; - for (uint32_t i = 0; i < ubatch.n_tokens; i++) { - if (ubatch.output[i]) { - seq_to_batch_idx[ubatch.seq_id[i][0]] = i; +static std::unordered_map build_seq_to_output_row(const llama_ubatch & ubatch, uint32_t row_offset) { + std::unordered_map seq_to_row; + // how many output tokens we have seen so far for this ubatch. + uint32_t local = 0; + for (uint32_t i = 0; i < ubatch.n_tokens; ++i) { + // skip tokens that are not output. + if (!ubatch.output[i]) { + continue; } + + const llama_seq_id seq_id = ubatch.seq_id[i][0]; + // row_offset is the number of output tokens before this ubatch. + seq_to_row[seq_id] = row_offset + local; + ++local; } - return seq_to_batch_idx; + return seq_to_row; } -static void copy_tensor_async_int( +static void copy_tensor_async_ints( const std::unordered_map & tensor_map, - std::unordered_map & output_map, - const std::unordered_map & seq_to_batch_idx, + llama_token * sampled, + size_t sampled_size, + const std::unordered_map & seq_to_row, ggml_backend_sched_t sched) { + if (sampled == nullptr || sampled_size == 0) { + return; + } + for (const auto & [seq_id, tensor] : tensor_map) { - const int32_t idx = seq_to_batch_idx.at(seq_id); + auto it = seq_to_row.find(seq_id); + GGML_ASSERT(it != seq_to_row.end()); + const uint32_t row = it->second; + GGML_ASSERT(row < sampled_size); + ggml_backend_t backend = ggml_backend_sched_get_tensor_backend(sched, tensor); - ggml_backend_tensor_get_async(backend, tensor, &output_map[idx], 0, sizeof(output_map[idx])); + ggml_backend_tensor_get_async(backend, tensor, sampled + row, 0, sizeof(sampled[row])); } } static void copy_tensor_async_floats( const std::unordered_map & tensor_map, - std::unordered_map> & output_map, - const std::unordered_map & seq_to_batch_idx, + float * dst, + size_t stride, + std::vector & counts, + const std::unordered_map & seq_to_row, ggml_backend_sched_t sched) { + if (dst == nullptr || stride == 0) { + return; + } + for (const auto & [seq_id, tensor] : tensor_map) { - const int32_t idx = seq_to_batch_idx.at(seq_id); + auto it = seq_to_row.find(seq_id); + GGML_ASSERT(it != seq_to_row.end()); + const uint32_t row = it->second; + GGML_ASSERT(row < counts.size()); + ggml_backend_t backend = ggml_backend_sched_get_tensor_backend(sched, tensor); - output_map[idx].resize(ggml_nelements(tensor)); - ggml_backend_tensor_get_async(backend, tensor, output_map[idx].data(), 0, ggml_nbytes(tensor)); + float * row_ptr = dst + (size_t) row * stride; + ggml_backend_tensor_get_async(backend, tensor, row_ptr, 0, ggml_nbytes(tensor)); + + // Update the actual number of logits/probabilities that were written for this row. + counts[row] = ggml_nelements(tensor); } } -static void copy_tensor_async_token_ids( +static void copy_tensor_async_candidates( const std::unordered_map & tensor_map, - std::unordered_map> & output_map, - const std::unordered_map & seq_to_batch_idx, + llama_token * dst, + size_t stride, + std::vector & counts, + const std::unordered_map & seq_to_row, ggml_backend_sched_t sched) { + if (dst == nullptr || stride == 0) { + return; + } + for (const auto & [seq_id, tensor] : tensor_map) { - const int32_t idx = seq_to_batch_idx.at(seq_id); + auto it = seq_to_row.find(seq_id); + GGML_ASSERT(it != seq_to_row.end()); + const uint32_t row = it->second; + GGML_ASSERT(row < counts.size()); + ggml_backend_t backend = ggml_backend_sched_get_tensor_backend(sched, tensor); - output_map[idx].resize(ggml_nelements(tensor)); - ggml_backend_tensor_get_async(backend, tensor, output_map[idx].data(), 0, ggml_nbytes(tensor)); + llama_token * row_ptr = dst + (size_t) row * stride; + ggml_backend_tensor_get_async(backend, tensor, row_ptr, 0, ggml_nbytes(tensor)); + + // Update the actual number of candidates that were written. + counts[row] = ggml_nelements(tensor); } } @@ -1235,10 +1342,6 @@ int llama_context::decode(const llama_batch & batch_inp) { // TODO: this clear of the buffer can easily be forgotten - need something better embd_seq.clear(); - sampling.map_probs.clear(); - sampling.map_logits.clear(); - sampling.map_sampled.clear(); - sampling.map_cadidates.clear(); output_swaps.clear(); bool did_optimize = false; @@ -1364,24 +1467,24 @@ int llama_context::decode(const llama_batch & batch_inp) { backend_has_sampled = !res->t_sampled.empty() || !res->t_sampled_probs.empty() || !res->t_sampled_logits.empty(); if (has_backend_samplers && backend_has_sampled) { - const auto seq_to_batch_idx = build_seq_to_batch_idx(ubatch); + const auto seq_to_output_row = build_seq_to_output_row(ubatch, n_outputs_prev); // If a backend sampler has sampled a token we only want to copy the // sampled tokens and avoid copying logits and probabilites. if (!res->t_sampled.empty()) { // async copy the sampled tokens from the backend to the host. - copy_tensor_async_int(res->t_sampled, sampling.map_sampled, seq_to_batch_idx, sched.get()); + copy_tensor_async_ints(res->t_sampled, sampling.sampled, sampling.sampled_size, seq_to_output_row, sched.get()); } else { // async copy the sampled logits/probs from the backend to the host. - copy_tensor_async_floats(res->t_sampled_logits, sampling.map_logits, seq_to_batch_idx, sched.get()); - copy_tensor_async_floats(res->t_sampled_probs, sampling.map_probs, seq_to_batch_idx, sched.get()); + copy_tensor_async_floats(res->t_sampled_logits, sampling.logits, n_vocab, sampling.logits_count, seq_to_output_row, sched.get()); + copy_tensor_async_floats(res->t_sampled_probs, sampling.probs, n_vocab, sampling.probs_count, seq_to_output_row, sched.get()); } // async copy the candidate token ids from the backend to the host. // These are needed for: // 1) Backend dist sampler to map indices to vocab token ids. // 2) CPU samplers to associate candidate logits with their token ids. - copy_tensor_async_token_ids(res->t_candidates, sampling.map_cadidates, seq_to_batch_idx, sched.get()); + copy_tensor_async_candidates(res->t_candidates, sampling.candidates, n_vocab, sampling.candidates_count, seq_to_output_row, sched.get()); } @@ -1471,7 +1574,7 @@ int llama_context::decode(const llama_batch & batch_inp) { n_outputs = n_outputs_all; // set output mappings - if (n_outputs > 0 && !backend_has_sampled) { + if (n_outputs > 0) { bool sorted_output = true; auto & out_ids = balloc->get_out_ids(); @@ -1546,8 +1649,31 @@ uint32_t llama_context::output_reserve(int32_t n_outputs) { has_embd = true; } - logits_size = has_logits ? n_vocab*n_outputs_max : 0; - embd_size = has_embd ? n_embd*n_outputs_max : 0; + const bool backend_sampling = !sampling.samplers.empty(); + size_t backend_float_count = 0; + size_t backend_token_count = 0; + + if (!backend_sampling) { + logits_size = has_logits ? n_vocab*n_outputs_max : 0; + embd_size = has_embd ? n_embd*n_outputs_max : 0; + + // reset backend sampling values. + sampling.logits_size = 0; + sampling.probs_size = 0; + sampling.sampled_size = 0; + sampling.candidates_size = 0; + } else { + logits_size = 0; + embd_size = 0; + + sampling.logits_size = n_vocab*n_outputs_max; + sampling.probs_size = n_vocab*n_outputs_max; + sampling.sampled_size = n_outputs_max; + sampling.candidates_size = n_vocab*n_outputs_max; + + backend_float_count = sampling.logits_size + sampling.probs_size; + backend_token_count = sampling.sampled_size + sampling.candidates_size; + } if (output_ids.empty()) { // init, never resized afterwards @@ -1555,7 +1681,8 @@ uint32_t llama_context::output_reserve(int32_t n_outputs) { } const size_t prev_size = buf_output ? ggml_backend_buffer_get_size(buf_output.get()) : 0; - const size_t new_size = (logits_size + embd_size) * sizeof(float); + const size_t new_size = (logits_size + embd_size + backend_float_count) * sizeof(float) + + backend_token_count * sizeof(llama_token); // alloc only when more than the current capacity is required // TODO: also consider shrinking the buffer @@ -1585,13 +1712,57 @@ uint32_t llama_context::output_reserve(int32_t n_outputs) { } float * output_base = (float *) ggml_backend_buffer_get_base(buf_output.get()); - llama_token * s_output_base = (llama_token *) ggml_backend_buffer_get_base(buf_output.get()); - logits = has_logits ? output_base : nullptr; - embd = has_embd ? output_base + logits_size : nullptr; + logits = nullptr; + embd = nullptr; - sampling.sampled = !sampling.samplers.empty() ? s_output_base : nullptr; - sampling.probs = !sampling.samplers.empty() ? embd : nullptr; + // reset sampling pointers. + sampling.logits = nullptr; + sampling.probs = nullptr; + sampling.sampled = nullptr; + sampling.candidates = nullptr; + + if (!backend_sampling) { + logits = has_logits ? output_base : nullptr; + embd = has_embd ? output_base + logits_size : nullptr; + } else { + size_t offset = 0; + uint8_t * base = (uint8_t *) output_base; + + if (sampling.logits_size > 0) { + sampling.logits = (float *) (base + offset); + offset += sampling.logits_size * sizeof(float); + } + if (sampling.probs_size > 0) { + sampling.probs = (float *) (base + offset); + offset += sampling.probs_size * sizeof(float); + } + if (sampling.sampled_size > 0) { + sampling.sampled = (llama_token *) (base + offset); + offset += sampling.sampled_size * sizeof(llama_token); + } + if (sampling.candidates_size > 0) { + sampling.candidates = (llama_token *) (base + offset); + offset += sampling.candidates_size * sizeof(llama_token); + } + + const size_t n_rows = (size_t) n_outputs_max; + if (sampling.outputs_capacity < n_rows) { + sampling.outputs_capacity = n_rows; + + sampling.logits_count.assign(n_rows, 0); + sampling.probs_count.assign(n_rows, 0); + sampling.candidates_count.assign(n_rows, 0); + } else { + std::fill(sampling.logits_count.begin(), sampling.logits_count.end(), 0); + std::fill(sampling.probs_count.begin(), sampling.probs_count.end(), 0); + std::fill(sampling.candidates_count.begin(), sampling.candidates_count.end(), 0); + } + + if (sampling.sampled && sampling.sampled_size > 0) { + std::fill_n(sampling.sampled, sampling.sampled_size, LLAMA_TOKEN_NULL); + } + } // set all ids as invalid (negative) std::fill(output_ids.begin(), output_ids.end(), -1); @@ -1620,6 +1791,38 @@ void llama_context::output_reorder() { std::swap(embd[i0*n_embd + k], embd[i1*n_embd + k]); } } + + if (sampling.logits && sampling.logits_size > 0) { + for (uint64_t k = 0; k < n_vocab; ++k) { + std::swap(sampling.logits[i0*n_vocab + k], sampling.logits[i1*n_vocab + k]); + } + } + + if (sampling.probs && sampling.probs_size > 0) { + for (uint64_t k = 0; k < n_vocab; ++k) { + std::swap(sampling.probs[i0*n_vocab + k], sampling.probs[i1*n_vocab + k]); + } + } + + if (sampling.candidates && sampling.candidates_size > 0) { + for (uint64_t k = 0; k < n_vocab; ++k) { + std::swap(sampling.candidates[i0*n_vocab + k], sampling.candidates[i1*n_vocab + k]); + } + } + + if (sampling.sampled && sampling.sampled_size > 0) { + std::swap(sampling.sampled[i0], sampling.sampled[i1]); + } + + if (!sampling.logits_count.empty()) { + std::swap(sampling.logits_count[i0], sampling.logits_count[i1]); + } + if (!sampling.probs_count.empty()) { + std::swap(sampling.probs_count[i0], sampling.probs_count[i1]); + } + if (!sampling.candidates_count.empty()) { + std::swap(sampling.candidates_count[i0], sampling.candidates_count[i1]); + } } output_swaps.clear(); @@ -2776,10 +2979,16 @@ float * llama_get_backend_sampled_logits_ith(llama_context * ctx, int32_t i) { return ctx->get_backend_sampled_logits_ith(i); } -llama_token * llama_get_backend_sampled_token_ids_ith(llama_context * ctx, int32_t i) { +llama_token * llama_get_backend_sampled_candidates_ith(llama_context * ctx, int32_t i) { ctx->synchronize(); - return const_cast(ctx->get_backend_sampled_token_ids_ith(i)); + return const_cast(ctx->get_backend_sampled_candidates_ith(i)); +} + +uint32_t llama_get_backend_sampled_candidates_count_ith(llama_context * ctx, int32_t i) { + ctx->synchronize(); + + return static_cast(ctx->get_backend_sampled_candidates_count(i)); } uint32_t llama_get_backend_sampled_logits_count_ith(llama_context * ctx, int32_t i) { diff --git a/src/llama-context.h b/src/llama-context.h index 8e6a111e61..2bdbf8a553 100644 --- a/src/llama-context.h +++ b/src/llama-context.h @@ -70,11 +70,13 @@ struct llama_context { llama_token get_backend_sampled_token_ith(int32_t idx); float * get_backend_sampled_logits_ith(int32_t idx); - const llama_token * get_backend_sampled_token_ids_ith(int32_t idx); - size_t get_backend_sampled_logits_count(int32_t idx) const; + size_t get_backend_sampled_logits_count(int32_t idx); float * get_backend_sampled_probs_ith(int32_t idx); - size_t get_backend_sampled_probs_count(int32_t idx) const; + size_t get_backend_sampled_probs_count(int32_t idx); + + const llama_token * get_backend_sampled_candidates_ith(int32_t idx); + size_t get_backend_sampled_candidates_count(int32_t idx); void attach_threadpool( ggml_threadpool_t threadpool, @@ -201,6 +203,7 @@ private: uint32_t output_reserve(int32_t n_outputs); void output_reorder(); + int64_t resolve_output_row(int32_t i) const; // // graph @@ -257,13 +260,22 @@ private: struct sampling_info { std::unordered_map samplers; - llama_token * sampled = nullptr; - float * probs = nullptr; + float * logits = nullptr; + size_t logits_size = 0; - std::unordered_map map_sampled; - std::unordered_map> map_probs; - std::unordered_map> map_logits; - std::unordered_map> map_cadidates; + llama_token * sampled = nullptr; + size_t sampled_size = 0; + + float * probs = nullptr; + size_t probs_size = 0; + + llama_token * candidates = nullptr; + size_t candidates_size = 0; + + size_t outputs_capacity = 0; + std::vector logits_count; + std::vector probs_count; + std::vector candidates_count; std::vector token_ids_full_vocab; }; diff --git a/src/llama-sampling.cpp b/src/llama-sampling.cpp index 11679c6c9e..c126b70226 100644 --- a/src/llama-sampling.cpp +++ b/src/llama-sampling.cpp @@ -442,7 +442,7 @@ llama_token llama_sampler_sample(struct llama_sampler * smpl, struct llama_conte const llama_token sampled_token = llama_get_backend_sampled_token_ith(ctx, idx); const float * sampled_probs = llama_get_backend_sampled_probs_ith(ctx, idx); const float * sampled_logits = llama_get_backend_sampled_logits_ith(ctx, idx); - const llama_token * sampled_ids = llama_get_backend_sampled_token_ids_ith(ctx, idx); + const llama_token * sampled_ids = llama_get_backend_sampled_candidates_ith(ctx, idx); // If a backend sampler has already sampled a token, return it. if (sampled_token != LLAMA_TOKEN_NULL) { diff --git a/tests/test-backend-sampler.cpp b/tests/test-backend-sampler.cpp index c6d0d1a38d..2ed13688c9 100644 --- a/tests/test-backend-sampler.cpp +++ b/tests/test-backend-sampler.cpp @@ -325,6 +325,13 @@ static void test_backend_top_k_sampling(const char * model_path) { printf("top_k logit[%zu] = %.6f\n", i, logits[i]); } + llama_token * candidates = llama_get_backend_sampled_candidates_ith(test_ctx.ctx, batch_idx); + uint32_t n_candidates = llama_get_backend_sampled_candidates_count_ith(test_ctx.ctx, batch_idx); + for (size_t i = 0; i < n_candidates; ++i) { + printf("top_k candidate[%zu] = %d : %s\n", i, candidates[i], + test_ctx.token_to_piece(candidates[i], false).c_str()); + } + // Sample using CPU sampler for verification that it is possible to do hybrid // sampling, first top_k on the backend and then dist on the CPU. struct llama_sampler_chain_params chain_params = llama_sampler_chain_default_params(); @@ -370,6 +377,9 @@ static void test_backend_temp_sampling(const char * model_path) { int32_t batch_idx_0 = test_ctx.idx_for_seq(0); int32_t batch_idx_1 = test_ctx.idx_for_seq(1); + int n_logits = llama_get_backend_sampled_logits_count_ith(test_ctx.ctx, batch_idx_0); + GGML_ASSERT(n_logits == test_ctx.n_vocab); + // Sample from sequence 0 using CPU sampler struct llama_sampler_chain_params chain_params_0 = llama_sampler_chain_default_params(); struct llama_sampler * chain_0 = llama_sampler_chain_init(chain_params_0); From 9b2439347fa9e4a031ad0618e7728b4f74f882ae Mon Sep 17 00:00:00 2001 From: Daniel Bevenius Date: Fri, 21 Nov 2025 14:26:52 +0100 Subject: [PATCH 021/119] common, tools : refactor model loading to support backend samplers This commit refactors the model loading process in common/common.cpp to enable backend sampler to be configure prior to the llama_context creation. The motivation for this change is that just being able to set/reset the backend samplers after the llama_context has been created will cause a resize to occur in llama_context::output_reserve which we want to avoid. --- common/common.cpp | 24 ++++++++++++++++++++++-- common/common.h | 8 ++++++++ tools/main/main.cpp | 23 +++++++++++++++++------ 3 files changed, 47 insertions(+), 8 deletions(-) diff --git a/common/common.cpp b/common/common.cpp index c31619ac36..40dea7fd4b 100644 --- a/common/common.cpp +++ b/common/common.cpp @@ -943,14 +943,26 @@ std::vector fs_list_files(const std::string & path) { // Model utils // -struct common_init_result common_init_from_params(common_params & params) { - common_init_result iparams; +llama_model * common_load_model_from_params(common_params & params) { auto mparams = common_model_params_to_llama(params); llama_model * model = llama_model_load_from_file(params.model.path.c_str(), mparams); if (model == NULL) { LOG_ERR("%s: failed to load model '%s', try reducing --n-gpu-layers if you're running out of VRAM\n", __func__, params.model.path.c_str()); + return nullptr; + } + + return model; +} + +struct common_init_result common_init_context_from_model( + llama_model * model, + common_params & params) { + common_init_result iparams; + + if (model == NULL) { + LOG_ERR("%s: model is NULL\n", __func__); return iparams; } @@ -1125,6 +1137,14 @@ struct common_init_result common_init_from_params(common_params & params) { return iparams; } +struct common_init_result common_init_from_params(common_params & params) { + llama_model * model = common_load_model_from_params(params); + if (model == NULL) { + return common_init_result(); + } + return common_init_context_from_model(model, params); +} + std::string get_model_endpoint() { const char * model_endpoint_env = getenv("MODEL_ENDPOINT"); // We still respect the use of environment-variable "HF_ENDPOINT" for backward-compatibility. diff --git a/common/common.h b/common/common.h index be34bcb78c..5d289a116b 100644 --- a/common/common.h +++ b/common/common.h @@ -640,6 +640,14 @@ struct common_init_result { struct common_init_result common_init_from_params(common_params & params); +// Load model only (allows creating backend samplers before context initialization) +llama_model * common_load_model_from_params(common_params & params); + +// Initialize context from an already-loaded model (allows pre-configuring backend samplers) +struct common_init_result common_init_context_from_model( + llama_model * model, + common_params & params); + struct llama_model_params common_model_params_to_llama ( common_params & params); struct llama_context_params common_context_params_to_llama(const common_params & params); struct ggml_threadpool_params ggml_threadpool_params_from_cpu_params(const cpu_params & params); diff --git a/tools/main/main.cpp b/tools/main/main.cpp index f1d0fd4b60..06185e47eb 100644 --- a/tools/main/main.cpp +++ b/tools/main/main.cpp @@ -137,18 +137,29 @@ int main(int argc, char ** argv) { // load the model and apply lora adapter, if any LOG_INF("%s: load the model and apply lora adapter, if any\n", __func__); - common_init_result llama_init = common_init_from_params(params); - - model = llama_init.model.get(); - ctx = llama_init.context.get(); + model = common_load_model_from_params(params); if (model == NULL) { LOG_ERR("%s: error: unable to load model\n", __func__); return 1; } - // Configure backend sampler chain - llama_set_backend_sampler(ctx, 0, common_sampler_backend_init(model, sparams)); + // Configure backend sampler if configured + llama_sampler * backend_sampler = common_sampler_backend_init(model, sparams); + if (backend_sampler) { + llama_sampler_seq_config sampler_config = { 0, backend_sampler }; + params.backend_samplers = &sampler_config; + params.n_backend_samplers = 1; + } + + common_init_result llama_init = common_init_context_from_model(model, params); + ctx = llama_init.context.get(); + model = llama_init.model.get(); // Update pointer (now managed by llama_init) + + if (ctx == NULL) { + LOG_ERR("%s: error: unable to create context\n", __func__); + return 1; + } auto * mem = llama_get_memory(ctx); From 65500d05ab955750774c232bb5d5c6202b228a36 Mon Sep 17 00:00:00 2001 From: Daniel Bevenius Date: Sun, 23 Nov 2025 11:27:54 +0100 Subject: [PATCH 022/119] sampling : add stride variable for clarity --- src/llama-context.cpp | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/src/llama-context.cpp b/src/llama-context.cpp index 1694e44720..081d2aad7d 100644 --- a/src/llama-context.cpp +++ b/src/llama-context.cpp @@ -1468,6 +1468,7 @@ int llama_context::decode(const llama_batch & batch_inp) { if (has_backend_samplers && backend_has_sampled) { const auto seq_to_output_row = build_seq_to_output_row(ubatch, n_outputs_prev); + const auto stride = n_vocab; // If a backend sampler has sampled a token we only want to copy the // sampled tokens and avoid copying logits and probabilites. @@ -1476,15 +1477,15 @@ int llama_context::decode(const llama_batch & batch_inp) { copy_tensor_async_ints(res->t_sampled, sampling.sampled, sampling.sampled_size, seq_to_output_row, sched.get()); } else { // async copy the sampled logits/probs from the backend to the host. - copy_tensor_async_floats(res->t_sampled_logits, sampling.logits, n_vocab, sampling.logits_count, seq_to_output_row, sched.get()); - copy_tensor_async_floats(res->t_sampled_probs, sampling.probs, n_vocab, sampling.probs_count, seq_to_output_row, sched.get()); + copy_tensor_async_floats(res->t_sampled_logits, sampling.logits, stride, sampling.logits_count, seq_to_output_row, sched.get()); + copy_tensor_async_floats(res->t_sampled_probs, sampling.probs, stride, sampling.probs_count, seq_to_output_row, sched.get()); } // async copy the candidate token ids from the backend to the host. // These are needed for: // 1) Backend dist sampler to map indices to vocab token ids. // 2) CPU samplers to associate candidate logits with their token ids. - copy_tensor_async_candidates(res->t_candidates, sampling.candidates, n_vocab, sampling.candidates_count, seq_to_output_row, sched.get()); + copy_tensor_async_candidates(res->t_candidates, sampling.candidates, stride, sampling.candidates_count, seq_to_output_row, sched.get()); } From ae23d2d2c169711b0e9af41361ed0e50ffb626fa Mon Sep 17 00:00:00 2001 From: Daniel Bevenius Date: Sun, 23 Nov 2025 11:28:19 +0100 Subject: [PATCH 023/119] sampling: clarify candidate ids usage in comments --- src/llama-context.cpp | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/src/llama-context.cpp b/src/llama-context.cpp index 081d2aad7d..c03a23e701 100644 --- a/src/llama-context.cpp +++ b/src/llama-context.cpp @@ -1482,9 +1482,7 @@ int llama_context::decode(const llama_batch & batch_inp) { } // async copy the candidate token ids from the backend to the host. - // These are needed for: - // 1) Backend dist sampler to map indices to vocab token ids. - // 2) CPU samplers to associate candidate logits with their token ids. + // These are needed by CPU samplers to map probability/logit indices to vocab token ids. copy_tensor_async_candidates(res->t_candidates, sampling.candidates, stride, sampling.candidates_count, seq_to_output_row, sched.get()); } From 9e273f7aa4584b05bc9eef30569957805c495b07 Mon Sep 17 00:00:00 2001 From: Daniel Bevenius Date: Sun, 23 Nov 2025 13:08:08 +0100 Subject: [PATCH 024/119] sampling : fix copying both sampled tokens and logits/probs from backend This commit fixes the issue where both sampled tokens and logits/probs were not being copied correctly from the backend to the host when multiple backend samplers were used. A test for this scenario has also been added to ensure that both types of data are copied correctly when different backend samplers are employed. --- src/llama-context.cpp | 18 +++++------ tests/test-backend-sampler.cpp | 57 ++++++++++++++++++++++++++++++++++ 2 files changed, 65 insertions(+), 10 deletions(-) diff --git a/src/llama-context.cpp b/src/llama-context.cpp index c03a23e701..9ccd8f3998 100644 --- a/src/llama-context.cpp +++ b/src/llama-context.cpp @@ -1470,16 +1470,14 @@ int llama_context::decode(const llama_batch & batch_inp) { const auto seq_to_output_row = build_seq_to_output_row(ubatch, n_outputs_prev); const auto stride = n_vocab; - // If a backend sampler has sampled a token we only want to copy the - // sampled tokens and avoid copying logits and probabilites. - if (!res->t_sampled.empty()) { - // async copy the sampled tokens from the backend to the host. - copy_tensor_async_ints(res->t_sampled, sampling.sampled, sampling.sampled_size, seq_to_output_row, sched.get()); - } else { - // async copy the sampled logits/probs from the backend to the host. - copy_tensor_async_floats(res->t_sampled_logits, sampling.logits, stride, sampling.logits_count, seq_to_output_row, sched.get()); - copy_tensor_async_floats(res->t_sampled_probs, sampling.probs, stride, sampling.probs_count, seq_to_output_row, sched.get()); - } + // async copy the sampled tokens from the backend to the host. + copy_tensor_async_ints(res->t_sampled, sampling.sampled, sampling.sampled_size, seq_to_output_row, sched.get()); + + // async copy the sampled logits from the backend to the host. + copy_tensor_async_floats(res->t_sampled_logits, sampling.logits, stride, sampling.logits_count, seq_to_output_row, sched.get()); + + // async copy the sampled probablities from the backend to the host. + copy_tensor_async_floats(res->t_sampled_probs, sampling.probs, stride, sampling.probs_count, seq_to_output_row, sched.get()); // async copy the candidate token ids from the backend to the host. // These are needed by CPU samplers to map probability/logit indices to vocab token ids. diff --git a/tests/test-backend-sampler.cpp b/tests/test-backend-sampler.cpp index 2ed13688c9..ebbb6e039e 100644 --- a/tests/test-backend-sampler.cpp +++ b/tests/test-backend-sampler.cpp @@ -573,6 +573,62 @@ static void test_backend_logit_bias_sampling(const char * model_path) { GGML_ASSERT(backend_token == bias_token); } +// This test verifies that it is possible to have two different backend sampler, +// one that used the backend dist sampler, and another that uses CPU dist sampler. +static void test_backend_mixed_sampling(const char * model_path) { + test_model_context test_ctx; + + struct llama_sampler_chain_params chain_params_0 = llama_sampler_chain_default_params(); + struct llama_sampler * sampler_chain_0 = llama_sampler_chain_init(chain_params_0); + llama_sampler_chain_add(sampler_chain_0, llama_sampler_backend_init_dist(88)); + + int k = 40; + struct llama_sampler_chain_params chain_params_1 = llama_sampler_chain_default_params(); + struct llama_sampler * sampler_chain_1 = llama_sampler_chain_init(chain_params_1); + llama_sampler_chain_add(sampler_chain_1, llama_sampler_backend_init_top_k(k)); + + std::vector backend_sampler_configs = { + { 0, sampler_chain_0 }, + { 1, sampler_chain_1 } + }; + + if (!test_ctx.setup(model_path, backend_sampler_configs)) { + return; + } + + std::map prompts = { + {0, "Hello"}, + {1, "Some"} + }; + + if (!test_ctx.decode(prompts)) { + return; + } + + // Verfiy sequence 0 that used the dist backend sampler. + { + int32_t batch_idx = test_ctx.idx_for_seq(0); + llama_token token = llama_get_backend_sampled_token_ith(test_ctx.ctx, batch_idx); + const std::string token_str = test_ctx.token_to_piece(token, false); + printf("sampled token id=%d, string='%s'\n", token, token_str.c_str()); + GGML_ASSERT(token >= 0 && token < test_ctx.n_vocab); + GGML_ASSERT(llama_get_backend_sampled_logits_ith(test_ctx.ctx, batch_idx) == nullptr); + GGML_ASSERT(llama_get_backend_sampled_logits_count_ith(test_ctx.ctx, batch_idx) == 0); + } + + // Verfiy sequence 0 that used the top-k backend sampler. + { + int32_t batch_idx = test_ctx.idx_for_seq(1); + float * logits = llama_get_backend_sampled_logits_ith(test_ctx.ctx, batch_idx); + GGML_ASSERT(logits != nullptr); + size_t n_logits = llama_get_backend_sampled_logits_count_ith(test_ctx.ctx, batch_idx); + GGML_ASSERT(n_logits == (size_t) k); + GGML_ASSERT(llama_get_backend_sampled_token_ith(test_ctx.ctx, batch_idx) == LLAMA_TOKEN_NULL); + } + + printf("backend mixed sampling test PASSED\n"); +} + static void test_backend_set_sampler(const char * model_path) { test_model_context test_ctx; @@ -695,6 +751,7 @@ static const backend_test_case BACKEND_TESTS[] = { { "dist_and_cpu", test_backend_dist_sampling_and_cpu, true }, { "set_sampler", test_backend_set_sampler, true }, { "max_outputs", test_backend_max_outputs, true }, + { "mixed", test_backend_mixed_sampling, true }, }; struct backend_cli_args { From 50d21aa4a4a4b63dc1023d34066d89f1331f6b8f Mon Sep 17 00:00:00 2001 From: Daniel Bevenius Date: Mon, 24 Nov 2025 07:18:39 +0100 Subject: [PATCH 025/119] tests : cleanup test-backend-sampler.cpp --- tests/test-backend-sampler.cpp | 150 +++++++++++++++++++-------------- 1 file changed, 85 insertions(+), 65 deletions(-) diff --git a/tests/test-backend-sampler.cpp b/tests/test-backend-sampler.cpp index ebbb6e039e..19e9855aed 100644 --- a/tests/test-backend-sampler.cpp +++ b/tests/test-backend-sampler.cpp @@ -16,38 +16,40 @@ #include struct test_model_context { - llama_model * model = nullptr; - llama_context * ctx = nullptr; - const llama_vocab * vocab = nullptr; - int n_vocab = 0; + llama_model * model = nullptr; + llama_context * ctx = nullptr; + const llama_vocab * vocab = nullptr; + int n_vocab = 0; + std::unordered_map seq_positions; std::unordered_map last_batch_info; - bool setup_model(const char * model_path) { + bool load_model(const char * model_path) { if (model != nullptr) { return true; } llama_backend_init(); - llama_model_params mparams = llama_model_default_params(); - model = llama_model_load_from_file(model_path, mparams); + model = llama_model_load_from_file(model_path, llama_model_default_params()); if (model == nullptr) { fprintf(stderr, "Warning: failed to load model '%s', skipping test\n", model_path); cleanup(); return false; } - vocab = llama_model_get_vocab(model); + vocab = llama_model_get_vocab(model); + n_vocab = llama_vocab_n_tokens(vocab); + fprintf(stderr, "Vocabulary size: %d\n", n_vocab); return true; } bool setup(const char * model_path, std::vector & configs) { if (model == nullptr) { - setup_model(model_path); + load_model(model_path); } - if (model != nullptr && ctx != nullptr) { + if (ctx != nullptr) { return true; } @@ -73,10 +75,6 @@ struct test_model_context { } llama_set_warmup(ctx, false); - vocab = llama_model_get_vocab(model); - n_vocab = llama_vocab_n_tokens(vocab); - fprintf(stderr, "Vocabulary size: %d\n", n_vocab); - return true; } @@ -130,15 +128,15 @@ struct test_model_context { printf("Batch contents:\n"); - printf(" n_tokens: %d\n", batch.n_tokens); + printf("n_tokens: %d\n", batch.n_tokens); for (int i = 0; i < batch.n_tokens; i++) { - printf(" token[%d]: tok=%-5d, pos=%d, n_seq_id=%d, seq_ids=[", i, batch.token[i], batch.pos[i], batch.n_seq_id[i]); + printf("token[%d]: tok=%-5d, pos=%d, n_seq_id=%d, seq_ids=[", i, batch.token[i], batch.pos[i], batch.n_seq_id[i]); - for (int j = 0; j < batch.n_seq_id[i]; j++) { - printf("%d%s", batch.seq_id[i][j], j < batch.n_seq_id[i]-1 ? ", " : ""); + for (int j = 0; j < batch.n_seq_id[i]; j++) { + printf("%d%s", batch.seq_id[i][j], j < batch.n_seq_id[i]-1 ? ", " : ""); + } + printf("], logits=%d\n", batch.logits[i]); } - printf("], logits=%d\n", batch.logits[i]); -} if (llama_decode(ctx, batch) != 0) { fprintf(stderr, "Warning: llama_decode failed\n"); @@ -151,7 +149,6 @@ struct test_model_context { if (batch.logits[i]) { llama_seq_id seq_id = batch.seq_id[i][0]; last_batch_info[seq_id] = i; - printf("seq %d : batch idx %d\n", seq_id, i); } } @@ -249,10 +246,15 @@ struct test_model_context { } void cleanup() { - if (ctx) llama_free(ctx); - if (model) llama_model_free(model); + if (ctx) { + llama_free(ctx); + } + if (model) { + llama_model_free(model); + } llama_backend_free(); - ctx = nullptr; + + ctx = nullptr; model = nullptr; vocab = nullptr; } @@ -374,36 +376,44 @@ static void test_backend_temp_sampling(const char * model_path) { return; } - int32_t batch_idx_0 = test_ctx.idx_for_seq(0); - int32_t batch_idx_1 = test_ctx.idx_for_seq(1); + // Verfify sequence 0 + { + int32_t batch_idx = test_ctx.idx_for_seq(0); + int n_logits = llama_get_backend_sampled_logits_count_ith(test_ctx.ctx, batch_idx); + GGML_ASSERT(n_logits == test_ctx.n_vocab); - int n_logits = llama_get_backend_sampled_logits_count_ith(test_ctx.ctx, batch_idx_0); - GGML_ASSERT(n_logits == test_ctx.n_vocab); + // Sample from sequence 0 using CPU sampler + struct llama_sampler_chain_params chain_params = llama_sampler_chain_default_params(); + struct llama_sampler * chain = llama_sampler_chain_init(chain_params); + llama_sampler_chain_add(chain, llama_sampler_init_dist(18)); - // Sample from sequence 0 using CPU sampler - struct llama_sampler_chain_params chain_params_0 = llama_sampler_chain_default_params(); - struct llama_sampler * chain_0 = llama_sampler_chain_init(chain_params_0); - llama_sampler_chain_add(chain_0, llama_sampler_init_dist(18)); + llama_token token = llama_sampler_sample(chain, test_ctx.ctx, batch_idx); + const std::string token_str = test_ctx.token_to_piece(token, false); + printf("Sequence 0 sampled token id:%d, string: '%s'\n", token, token_str.c_str()); + GGML_ASSERT(token >= 0 && token < test_ctx.n_vocab); - llama_token token_0 = llama_sampler_sample(chain_0, test_ctx.ctx, batch_idx_0); - const std::string token_0_str = test_ctx.token_to_piece(token_0, false); - printf("Sequence 0 sampled token id:%d, string: '%s'\n", token_0, token_0_str.c_str()); - GGML_ASSERT(token_0 >= 0 && token_0 < test_ctx.n_vocab); + llama_sampler_free(chain); + } - // Sample from sequence 1 using CPU sampler - struct llama_sampler_chain_params chain_params_1 = llama_sampler_chain_default_params(); - struct llama_sampler * chain_1 = llama_sampler_chain_init(chain_params_1); - llama_sampler_chain_add(chain_1, llama_sampler_init_dist(18)); + // Verfify sequence 1 + { + int32_t batch_idx = test_ctx.idx_for_seq(1); - llama_token token_1 = llama_sampler_sample(chain_1, test_ctx.ctx, batch_idx_1); - const std::string token_1_str = test_ctx.token_to_piece(token_1, false); - printf("Sequence 1 sampled token id:%d, string: '%s'\n", token_1, token_1_str.c_str()); - GGML_ASSERT(token_1 >= 0 && token_1 < test_ctx.n_vocab); + // Sample from sequence 1 using CPU sampler + struct llama_sampler_chain_params chain_params = llama_sampler_chain_default_params(); + struct llama_sampler * chain = llama_sampler_chain_init(chain_params); + llama_sampler_chain_add(chain, llama_sampler_init_dist(18)); + + llama_token token = llama_sampler_sample(chain, test_ctx.ctx, batch_idx); + const std::string token_str = test_ctx.token_to_piece(token, false); + printf("Sequence 1 sampled token id:%d, string: '%s'\n", token, token_str.c_str()); + GGML_ASSERT(token >= 0 && token < test_ctx.n_vocab); + + llama_sampler_free(chain); + } printf("backend temp sampling test PASSED\n"); - llama_sampler_free(chain_0); - llama_sampler_free(chain_1); } static void test_backend_multi_sequence_sampling(const char * model_path) { @@ -436,17 +446,23 @@ static void test_backend_multi_sequence_sampling(const char * model_path) { return; } - int32_t batch_idx_0 = test_ctx.idx_for_seq(0); - llama_token seq0_token = llama_get_backend_sampled_token_ith(test_ctx.ctx, batch_idx_0); - const std::string seq0_token_str = test_ctx.token_to_piece(seq0_token, false); - printf("Seq 0 sampled token id=%d, string='%s'\n", seq0_token, seq0_token_str.c_str()); - GGML_ASSERT(seq0_token >= 0 && seq0_token < test_ctx.n_vocab); + // Verfiy sequence 0 + { + int32_t batch_idx = test_ctx.idx_for_seq(0); + llama_token token = llama_get_backend_sampled_token_ith(test_ctx.ctx, batch_idx); + const std::string token_str = test_ctx.token_to_piece(token, false); + printf("Seq 0 sampled token id=%d, string='%s'\n", token, token_str.c_str()); + GGML_ASSERT(token >= 0 && token < test_ctx.n_vocab); + } - int32_t batch_idx_1 = test_ctx.idx_for_seq(1); - llama_token seq1_token = llama_get_backend_sampled_token_ith(test_ctx.ctx, batch_idx_1); - const std::string seq1_token_str = test_ctx.token_to_piece(seq1_token, false); - printf("Seq 1 sampled token id=%d, string='%s'\n", seq1_token, seq1_token_str.c_str()); - GGML_ASSERT(seq1_token >= 0 && seq1_token < test_ctx.n_vocab); + // Verify sequence 1 + { + int32_t batch_idx= test_ctx.idx_for_seq(1); + llama_token token = llama_get_backend_sampled_token_ith(test_ctx.ctx, batch_idx); + const std::string token_str = test_ctx.token_to_piece(token, false); + printf("Seq 1 sampled token id=%d, string='%s'\n", token, token_str.c_str()); + GGML_ASSERT(token >= 0 && token < test_ctx.n_vocab); + } // Generate tokens for each sequence printf("\nMulti-sequence generation:\n"); @@ -473,26 +489,29 @@ static void test_backend_multi_sequence_sampling(const char * model_path) { static void test_backend_dist_sampling(const char * model_path) { test_model_context test_ctx; + const int seq_id = 189; const int32_t seed = 88; struct llama_sampler_chain_params backend_chain_params = llama_sampler_chain_default_params(); struct llama_sampler * backend_sampler_chain = llama_sampler_chain_init(backend_chain_params); llama_sampler_chain_add(backend_sampler_chain, llama_sampler_backend_init_dist(seed)); - std::vector backend_sampler_configs = {{ 0, backend_sampler_chain }}; + std::vector backend_sampler_configs = {{ seq_id, backend_sampler_chain }}; if (!test_ctx.setup(model_path, backend_sampler_configs)) { return; } - if (!test_ctx.decode({{0, "Hello"}})) { + if (!test_ctx.decode({{seq_id, "Some"}})) { return; } - llama_token token = llama_get_backend_sampled_token_ith(test_ctx.ctx, test_ctx.idx_for_seq(0)); - printf("greedy sampled id:%d, string:'%s'\n", token, test_ctx.token_to_piece(token, false).c_str()); + int32_t batch_idx = test_ctx.idx_for_seq(seq_id); + llama_token token = llama_get_backend_sampled_token_ith(test_ctx.ctx, batch_idx); + printf("dist sampled id:%d, string:'%s'\n", token, test_ctx.token_to_piece(token, false).c_str()); GGML_ASSERT(token >= 0 && token < test_ctx.n_vocab); + GGML_ASSERT(llama_get_backend_sampled_logits_ith(test_ctx.ctx, batch_idx) == nullptr); token = llama_get_backend_sampled_token_ith(test_ctx.ctx, -1); - printf("greedy sampled id:%d, string:'%s'\n", token, test_ctx.token_to_piece(token, false).c_str()); + printf("dist sampled id:%d, string:'%s'\n", token, test_ctx.token_to_piece(token, false).c_str()); GGML_ASSERT(token >= 0 && token < test_ctx.n_vocab); } @@ -510,7 +529,7 @@ static void test_backend_dist_sampling_and_cpu(const char * model_path) { return; } - if (!test_ctx.decode({{seq_id, "Hello"}})) { + if (!test_ctx.decode({{seq_id, "Some"}})) { return; } @@ -523,14 +542,15 @@ static void test_backend_dist_sampling_and_cpu(const char * model_path) { llama_token backend_token = llama_get_backend_sampled_token_ith(test_ctx.ctx, batch_idx); llama_token cpu_token = llama_sampler_sample(chain, test_ctx.ctx, batch_idx); + printf("dist & cpu sampled id:%d, string:'%s'\n", cpu_token, test_ctx.token_to_piece(cpu_token, false).c_str()); GGML_ASSERT(backend_token == cpu_token); } static void test_backend_logit_bias_sampling(const char * model_path) { test_model_context test_ctx; - // Calling setup_model to ensure vocab is loaded and can be accessed - if (!test_ctx.setup_model(model_path)) { + // Calling load_model to ensure vocab is loaded and can be accessed + if (!test_ctx.load_model(model_path)) { return; } @@ -616,7 +636,7 @@ static void test_backend_mixed_sampling(const char * model_path) { GGML_ASSERT(llama_get_backend_sampled_logits_count_ith(test_ctx.ctx, batch_idx) == 0); } - // Verfiy sequence 0 that used the top-k backend sampler. + // Verfiy sequence 1 that used the top-k backend sampler. { int32_t batch_idx = test_ctx.idx_for_seq(1); float * logits = llama_get_backend_sampled_logits_ith(test_ctx.ctx, batch_idx); From d88ba1813cdf5e6893c546965c37c4187f944144 Mon Sep 17 00:00:00 2001 From: Daniel Bevenius Date: Mon, 24 Nov 2025 09:31:14 +0100 Subject: [PATCH 026/119] common : remove build-info.cpp from commit [no ci] This file was generated during the build process and should not be included in previous commits. --- common/build-info.cpp | 4 ---- 1 file changed, 4 deletions(-) delete mode 100644 common/build-info.cpp diff --git a/common/build-info.cpp b/common/build-info.cpp deleted file mode 100644 index 6e8240fbb1..0000000000 --- a/common/build-info.cpp +++ /dev/null @@ -1,4 +0,0 @@ -int LLAMA_BUILD_NUMBER = 5590; -char const *LLAMA_COMMIT = "0d398442"; -char const *LLAMA_COMPILER = "cc (Ubuntu 13.3.0-6ubuntu2~24.04) 13.3.0"; -char const *LLAMA_BUILD_TARGET = "x86_64-linux-gnu"; From 4a90583d7d6f0786f2b8e501860d248835ad0c73 Mon Sep 17 00:00:00 2001 From: Daniel Bevenius Date: Mon, 24 Nov 2025 13:26:18 +0100 Subject: [PATCH 027/119] sampling : cleanup and clarify output_reserve --- src/llama-context.cpp | 37 ++++++++++++++++++++----------------- 1 file changed, 20 insertions(+), 17 deletions(-) diff --git a/src/llama-context.cpp b/src/llama-context.cpp index 9ccd8f3998..0ed729f498 100644 --- a/src/llama-context.cpp +++ b/src/llama-context.cpp @@ -1723,40 +1723,41 @@ uint32_t llama_context::output_reserve(int32_t n_outputs) { logits = has_logits ? output_base : nullptr; embd = has_embd ? output_base + logits_size : nullptr; } else { + // Allocate worst case (full vocabulary size) for backend sampled + // data in the pinned memory buffer. size_t offset = 0; uint8_t * base = (uint8_t *) output_base; - if (sampling.logits_size > 0) { - sampling.logits = (float *) (base + offset); - offset += sampling.logits_size * sizeof(float); - } - if (sampling.probs_size > 0) { - sampling.probs = (float *) (base + offset); - offset += sampling.probs_size * sizeof(float); - } - if (sampling.sampled_size > 0) { - sampling.sampled = (llama_token *) (base + offset); - offset += sampling.sampled_size * sizeof(llama_token); - } - if (sampling.candidates_size > 0) { - sampling.candidates = (llama_token *) (base + offset); - offset += sampling.candidates_size * sizeof(llama_token); - } + sampling.logits = (float *) (base + offset); + offset += sampling.logits_size * sizeof(float); + sampling.probs = (float *) (base + offset); + offset += sampling.probs_size * sizeof(float); + + sampling.sampled = (llama_token *) (base + offset); + offset += sampling.sampled_size * sizeof(llama_token); + + sampling.candidates = (llama_token *) (base + offset); + offset += sampling.candidates_size * sizeof(llama_token); + + // The count vectors keep track of the actual number of logits/probs/candidates + // copied from the backend for each output row. const size_t n_rows = (size_t) n_outputs_max; if (sampling.outputs_capacity < n_rows) { + // The output size has increased, so resize and reset the count vectors. sampling.outputs_capacity = n_rows; sampling.logits_count.assign(n_rows, 0); sampling.probs_count.assign(n_rows, 0); sampling.candidates_count.assign(n_rows, 0); } else { + // The output size has not increased so just reset the counts to zero. std::fill(sampling.logits_count.begin(), sampling.logits_count.end(), 0); std::fill(sampling.probs_count.begin(), sampling.probs_count.end(), 0); std::fill(sampling.candidates_count.begin(), sampling.candidates_count.end(), 0); } - if (sampling.sampled && sampling.sampled_size > 0) { + if (sampling.sampled) { std::fill_n(sampling.sampled, sampling.sampled_size, LLAMA_TOKEN_NULL); } } @@ -1814,9 +1815,11 @@ void llama_context::output_reorder() { if (!sampling.logits_count.empty()) { std::swap(sampling.logits_count[i0], sampling.logits_count[i1]); } + if (!sampling.probs_count.empty()) { std::swap(sampling.probs_count[i0], sampling.probs_count[i1]); } + if (!sampling.candidates_count.empty()) { std::swap(sampling.candidates_count[i0], sampling.candidates_count[i1]); } From 8eb9b4769d948225af04ec628fc3156d409395d5 Mon Sep 17 00:00:00 2001 From: Daniel Bevenius Date: Mon, 24 Nov 2025 13:53:29 +0100 Subject: [PATCH 028/119] sampling : remove redundant checks for stride and size [no ci] --- src/llama-context.cpp | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/src/llama-context.cpp b/src/llama-context.cpp index 0ed729f498..dabe64986e 100644 --- a/src/llama-context.cpp +++ b/src/llama-context.cpp @@ -1221,7 +1221,7 @@ static void copy_tensor_async_ints( size_t sampled_size, const std::unordered_map & seq_to_row, ggml_backend_sched_t sched) { - if (sampled == nullptr || sampled_size == 0) { + if (sampled == nullptr) { return; } @@ -1243,7 +1243,7 @@ static void copy_tensor_async_floats( std::vector & counts, const std::unordered_map & seq_to_row, ggml_backend_sched_t sched) { - if (dst == nullptr || stride == 0) { + if (dst == nullptr) { return; } @@ -1269,7 +1269,7 @@ static void copy_tensor_async_candidates( std::vector & counts, const std::unordered_map & seq_to_row, ggml_backend_sched_t sched) { - if (dst == nullptr || stride == 0) { + if (dst == nullptr) { return; } From 25f33806d35032a3ebc5eddfc3eeae6538e6c9c3 Mon Sep 17 00:00:00 2001 From: Daniel Bevenius Date: Mon, 24 Nov 2025 15:03:41 +0100 Subject: [PATCH 029/119] sampling : add debug log when backend sampler selects token This commit adds a debug log statement in the llama_sampler_sample to indicate when a backend sampler has selected a token for a given index. The modification helps in tracing the sampling process and understanding the flow of control when backend samplers are used. --- src/llama-sampling.cpp | 1 + 1 file changed, 1 insertion(+) diff --git a/src/llama-sampling.cpp b/src/llama-sampling.cpp index 621438a9cf..5c3214f029 100644 --- a/src/llama-sampling.cpp +++ b/src/llama-sampling.cpp @@ -446,6 +446,7 @@ llama_token llama_sampler_sample(struct llama_sampler * smpl, struct llama_conte // If a backend sampler has already sampled a token, return it. if (sampled_token != LLAMA_TOKEN_NULL) { + LLAMA_LOG_DEBUG("%s: Backend sampler selected token for idx %d. Skipping CPU samplers\n", __func__, idx); return sampled_token; } From d0bea21a3cfcf14f4b70a6d194b1f50008aa2f09 Mon Sep 17 00:00:00 2001 From: Daniel Bevenius Date: Mon, 24 Nov 2025 16:37:22 +0100 Subject: [PATCH 030/119] examples : update batched to use backend sampling This commit updates the batched example to demonstrate how to use backend samplers. --- examples/batched/README.md | 12 ++++++++++++ examples/batched/batched.cpp | 13 +++++++++++++ 2 files changed, 25 insertions(+) diff --git a/examples/batched/README.md b/examples/batched/README.md index 6013aab01f..5f2c59e1d6 100644 --- a/examples/batched/README.md +++ b/examples/batched/README.md @@ -42,3 +42,15 @@ llama_print_timings: prompt eval time = 4089.11 ms / 118 tokens ( 34.65 ms llama_print_timings: eval time = 0.00 ms / 1 runs ( 0.00 ms per token, inf tokens per second) llama_print_timings: total time = 4156.04 ms ``` + +### Using backend samplers +It is possible to run this example using backend samplers so that sampling is +performed on the backend device, like a GPU. +```bash +./llama-batched \ + -m models/Qwen2.5-VL-3B-Instruct-Q8_0.gguf -p "Hello my name is" \ + -np 4 -kvu \ + --backend_sampling --top-k 80 --backend_dist +``` +The `--verbose` flag can be added to see more detailed output and also show +that the backend samplers are being used. diff --git a/examples/batched/batched.cpp b/examples/batched/batched.cpp index 1a5de5928a..e9d1fc95c2 100644 --- a/examples/batched/batched.cpp +++ b/examples/batched/batched.cpp @@ -2,6 +2,7 @@ #include "common.h" #include "log.h" #include "llama.h" +#include "sampling.h" #include #include @@ -64,6 +65,18 @@ int main(int argc, char ** argv) { ctx_params.n_ctx = n_kv_req; ctx_params.n_batch = std::max(n_predict, n_parallel); + std::vector sampler_configs(n_parallel); + if (params.sampling.backend_sampling) { + for (int32_t i = 0; i < n_parallel; ++i) { + llama_sampler * backend_sampler = common_sampler_backend_init(model, params.sampling); + if (backend_sampler) { + sampler_configs[i] = { i, backend_sampler }; + } + } + ctx_params.samplers = sampler_configs.data(); + ctx_params.n_samplers = n_parallel; + } + llama_context * ctx = llama_init_from_model(model, ctx_params); auto sparams = llama_sampler_chain_default_params(); From e2d4f0829c0d332997f79925fee7a6398731ce5c Mon Sep 17 00:00:00 2001 From: Georgi Gerganov Date: Mon, 24 Nov 2025 19:51:32 +0200 Subject: [PATCH 031/119] llama-cli : fix dangling reference to sampler config --- common/common.cpp | 5 +++-- tools/main/main.cpp | 3 ++- 2 files changed, 5 insertions(+), 3 deletions(-) diff --git a/common/common.cpp b/common/common.cpp index 6a6f5fec3d..8f2dfd8215 100644 --- a/common/common.cpp +++ b/common/common.cpp @@ -976,8 +976,6 @@ struct common_init_result common_init_context_from_model( const llama_vocab * vocab = llama_model_get_vocab(model); auto cparams = common_context_params_to_llama(params); - cparams.samplers = params.backend_samplers; - cparams.n_samplers = params.n_backend_samplers; llama_context * lctx = llama_init_from_model(model, cparams); if (lctx == NULL) { @@ -1247,6 +1245,9 @@ struct llama_context_params common_context_params_to_llama(const common_params & cparams.type_k = params.cache_type_k; cparams.type_v = params.cache_type_v; + cparams.samplers = params.backend_samplers; + cparams.n_samplers = params.n_backend_samplers; + return cparams; } diff --git a/tools/main/main.cpp b/tools/main/main.cpp index 64855b646f..cae778e551 100644 --- a/tools/main/main.cpp +++ b/tools/main/main.cpp @@ -146,8 +146,9 @@ int main(int argc, char ** argv) { // Configure backend sampler if configured llama_sampler * backend_sampler = common_sampler_backend_init(model, sparams); + llama_sampler_seq_config sampler_config = { 0, backend_sampler }; + if (backend_sampler) { - llama_sampler_seq_config sampler_config = { 0, backend_sampler }; params.backend_samplers = &sampler_config; params.n_backend_samplers = 1; } From b26c7069fbbbe8709808dd6b04bbc8bc96baecf1 Mon Sep 17 00:00:00 2001 From: Georgi Gerganov Date: Mon, 24 Nov 2025 20:25:44 +0200 Subject: [PATCH 032/119] common : initialize backend samplers --- common/common.cpp | 37 ++++++++++++------------------------- common/common.h | 14 +++----------- tools/main/main.cpp | 17 +---------------- 3 files changed, 16 insertions(+), 52 deletions(-) diff --git a/common/common.cpp b/common/common.cpp index 8f2dfd8215..8e7cbfe1da 100644 --- a/common/common.cpp +++ b/common/common.cpp @@ -950,26 +950,14 @@ std::vector fs_list_files(const std::string & path) { // Model utils // -llama_model * common_load_model_from_params(common_params & params) { +struct common_init_result common_init_from_params(common_params & params) { + common_init_result iparams; auto mparams = common_model_params_to_llama(params); llama_model * model = llama_model_load_from_file(params.model.path.c_str(), mparams); if (model == NULL) { LOG_ERR("%s: failed to load model '%s', try reducing --n-gpu-layers if you're running out of VRAM\n", __func__, params.model.path.c_str()); - return nullptr; - } - - return model; -} - -struct common_init_result common_init_context_from_model( - llama_model * model, - common_params & params) { - common_init_result iparams; - - if (model == NULL) { - LOG_ERR("%s: model is NULL\n", __func__); return iparams; } @@ -977,6 +965,16 @@ struct common_init_result common_init_context_from_model( auto cparams = common_context_params_to_llama(params); + // backend sampling initialization + if (params.sampling.backend_sampling) { + iparams.samplers_seq_config.resize(cparams.n_seq_max); + for (int i = 0; i < (int) cparams.n_seq_max; ++i) { + iparams.samplers_seq_config[i] = { i, common_sampler_backend_init(model, params.sampling) }; + } + cparams.samplers = iparams.samplers_seq_config.data(); + cparams.n_samplers = cparams.n_seq_max; + } + llama_context * lctx = llama_init_from_model(model, cparams); if (lctx == NULL) { LOG_ERR("%s: failed to create context with model '%s', try reducing --n-gpu-layers if you're running out of VRAM\n", @@ -1142,14 +1140,6 @@ struct common_init_result common_init_context_from_model( return iparams; } -struct common_init_result common_init_from_params(common_params & params) { - llama_model * model = common_load_model_from_params(params); - if (model == NULL) { - return common_init_result(); - } - return common_init_context_from_model(model, params); -} - std::string get_model_endpoint() { const char * model_endpoint_env = getenv("MODEL_ENDPOINT"); // We still respect the use of environment-variable "HF_ENDPOINT" for backward-compatibility. @@ -1245,9 +1235,6 @@ struct llama_context_params common_context_params_to_llama(const common_params & cparams.type_k = params.cache_type_k; cparams.type_v = params.cache_type_v; - cparams.samplers = params.backend_samplers; - cparams.n_samplers = params.n_backend_samplers; - return cparams; } diff --git a/common/common.h b/common/common.h index 01e6dfe59b..8c04715709 100644 --- a/common/common.h +++ b/common/common.h @@ -523,9 +523,6 @@ struct common_params { bool has_speculative() const { return !speculative.model.path.empty() || !speculative.model.hf_repo.empty(); } - - llama_sampler_seq_config * backend_samplers = NULL; - size_t n_backend_samplers = 0; }; // call once at the start of a program if it uses libcommon @@ -643,18 +640,13 @@ struct common_init_result { llama_context_ptr context; std::vector lora; + + std::vector samplers; + std::vector samplers_seq_config; }; struct common_init_result common_init_from_params(common_params & params); -// Load model only (allows creating backend samplers before context initialization) -llama_model * common_load_model_from_params(common_params & params); - -// Initialize context from an already-loaded model (allows pre-configuring backend samplers) -struct common_init_result common_init_context_from_model( - llama_model * model, - common_params & params); - struct llama_model_params common_model_params_to_llama ( common_params & params); struct llama_context_params common_context_params_to_llama(const common_params & params); struct ggml_threadpool_params ggml_threadpool_params_from_cpu_params(const cpu_params & params); diff --git a/tools/main/main.cpp b/tools/main/main.cpp index cae778e551..263387f417 100644 --- a/tools/main/main.cpp +++ b/tools/main/main.cpp @@ -138,22 +138,7 @@ int main(int argc, char ** argv) { // load the model and apply lora adapter, if any LOG_INF("%s: load the model and apply lora adapter, if any\n", __func__); - model = common_load_model_from_params(params); - if (model == NULL) { - LOG_ERR("%s: error: unable to load model\n", __func__); - return 1; - } - - // Configure backend sampler if configured - llama_sampler * backend_sampler = common_sampler_backend_init(model, sparams); - llama_sampler_seq_config sampler_config = { 0, backend_sampler }; - - if (backend_sampler) { - params.backend_samplers = &sampler_config; - params.n_backend_samplers = 1; - } - - common_init_result llama_init = common_init_context_from_model(model, params); + common_init_result llama_init = common_init_from_params(params); ctx = llama_init.context.get(); model = llama_init.model.get(); // Update pointer (now managed by llama_init) From 883a87043a5987ac46a6519d23d754b93b6535af Mon Sep 17 00:00:00 2001 From: Georgi Gerganov Date: Mon, 24 Nov 2025 21:46:57 +0200 Subject: [PATCH 033/119] samplers : add missing cont --- src/llama-backend-sampler.cpp | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/src/llama-backend-sampler.cpp b/src/llama-backend-sampler.cpp index cd6b8bb752..361e48ed68 100644 --- a/src/llama-backend-sampler.cpp +++ b/src/llama-backend-sampler.cpp @@ -149,7 +149,8 @@ static void llama_sampler_backend_top_k_apply_ggml( fprintf(stderr, "CPU backend will be used instead which defeats the purpose of having backend samplers\n"); } - ggml_data->candidates = top_k; + // TODO: temporary cont until https://github.com/ggml-org/llama.cpp/pull/17365 is merged + ggml_data->candidates = ggml_cont(ctx, top_k); struct ggml_tensor * logits_rows = ggml_reshape_2d(ctx, ggml_data->logits, 1, ggml_data->logits->ne[0]); struct ggml_tensor * top_k_rows = ggml_get_rows(ctx, logits_rows, top_k); From a02adf42116485b399162d0b2f776d621d9ff95e Mon Sep 17 00:00:00 2001 From: Daniel Bevenius Date: Mon, 24 Nov 2025 21:00:03 +0100 Subject: [PATCH 034/119] sampling : add assertions for contiguous tensors in async copy functions --- src/llama-context.cpp | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/src/llama-context.cpp b/src/llama-context.cpp index dabe64986e..f4ffe620c3 100644 --- a/src/llama-context.cpp +++ b/src/llama-context.cpp @@ -1231,6 +1231,8 @@ static void copy_tensor_async_ints( const uint32_t row = it->second; GGML_ASSERT(row < sampled_size); + GGML_ASSERT(ggml_is_contiguous(tensor) && "sampled tokens tensor must be contiguous for async copy"); + ggml_backend_t backend = ggml_backend_sched_get_tensor_backend(sched, tensor); ggml_backend_tensor_get_async(backend, tensor, sampled + row, 0, sizeof(sampled[row])); } @@ -1253,6 +1255,8 @@ static void copy_tensor_async_floats( const uint32_t row = it->second; GGML_ASSERT(row < counts.size()); + GGML_ASSERT(ggml_is_contiguous(tensor) && "logits/probs tensor must be contiguous for async copy"); + ggml_backend_t backend = ggml_backend_sched_get_tensor_backend(sched, tensor); float * row_ptr = dst + (size_t) row * stride; ggml_backend_tensor_get_async(backend, tensor, row_ptr, 0, ggml_nbytes(tensor)); @@ -1279,6 +1283,8 @@ static void copy_tensor_async_candidates( const uint32_t row = it->second; GGML_ASSERT(row < counts.size()); + GGML_ASSERT(ggml_is_contiguous(tensor) && "candidates tensor must be contiguous for async copy"); + ggml_backend_t backend = ggml_backend_sched_get_tensor_backend(sched, tensor); llama_token * row_ptr = dst + (size_t) row * stride; ggml_backend_tensor_get_async(backend, tensor, row_ptr, 0, ggml_nbytes(tensor)); From 0f17ccdee7e8cd8d1d452f45d2f9d1cc8448276f Mon Sep 17 00:00:00 2001 From: Daniel Bevenius Date: Tue, 25 Nov 2025 08:12:42 +0100 Subject: [PATCH 035/119] examples : add info about hybrid sampling in batched [no ci] --- examples/batched/README.md | 15 ++++++++++++++- 1 file changed, 14 insertions(+), 1 deletion(-) diff --git a/examples/batched/README.md b/examples/batched/README.md index de2aa41fba..f10639220e 100644 --- a/examples/batched/README.md +++ b/examples/batched/README.md @@ -53,4 +53,17 @@ performed on the backend device, like a GPU. --backend_sampling --top-k 80 --backend_dist ``` The `--verbose` flag can be added to see more detailed output and also show -that the backend samplers are being used. +that the backend samplers are being used. The above example will perform distribution +sampling on the backend device and only transfer the sampled token ids back to the host. + +It is also possible to perform partial sampling on the backend, and then allow CPU samplers +to process those results further. This is sometimes referred to as hybrid sampling. +For an example of this we can remove `--backend_dist` from the above command: +```bash +./llama-batched \ + -m models/Qwen2.5-VL-3B-Instruct-Q8_0.gguf -p "Hello my name is" \ + -np 4 -kvu \ + --backend_sampling --top-k 80 -v +``` +This will perform the top-k filtering on the backend device, and then transfer the filtered logits +back to the host for sampling. From 9e5e09d087db1038e69c4b040d42ec290eaa7675 Mon Sep 17 00:00:00 2001 From: Daniel Bevenius Date: Tue, 25 Nov 2025 13:45:02 +0100 Subject: [PATCH 036/119] sampling : remove backend-dist option (wip) This commit removes the `--backend-dist` option and instead uses the configured --samplers chain to determine which samplers run on the backend. Backend sampling is still enabled using With `--backend_sampling`, and the sampler chain, either explictly specified using `--samplers` or the default, is automatically analyzed to determine which samplers can run on the backend. The system finds the longest contiguous chain of backend supported samplers from the start of the sampler sequence. For example: * If the chain is `top-k -> temperature -> top-p`, and both `top-k` and `temperature` are backend-supported but `top-p` is not, then `top-k` and `temperature` will run on the backend, while `top-p` and subsequent samplers run on the CPU. * If all configured samplers are supported, the final distribution sampling will also happen on the backend, transferring only the sampled token IDs back to the host. * If the sampler chain starts with an unsupported sampler (e.g., `penalties`), all sampling runs on the CPU. Note that this is currently the case with the default sampler so to use backend sampling it is required to specify a sampler chain. See below for an example. The following shows how llama-cli can be run with backend sampling: ```console $ llama-cli -m models/Qwen2.5-VL-3B-Instruct-Q8_0.gguf \ --prompt 'What is the capital of Sweden?' \ -n 20 \ -no-cnv \ --verbose-prompt \ -ngl 40 \ --backend-sampling \ --samplers 'top_k;temperature' ``` In this case the all sampling will happen on the backend since both `top_k` and `temperature` are supported backend samplers. To enable a partial backend sampling (hybrid sampling), for example running `top_k` and `temperature` on the backend and `typ_p` on the CPU the following sampler chain could be specified: ```console $ llama-cli -m models/Qwen2.5-VL-3B-Instruct-Q8_0.gguf \ --prompt 'What is the capital of Sweden?' \ -n 20 \ -no-cnv \ --verbose-prompt \ -ngl 40 \ --backend-sampling \ --samplers 'top_k;temperature;top_p' ``` If this looks good then I'll follow up with updates the llama-cli and llama-server documentation to reflect these changes. --- common/arg.cpp | 8 - common/common.cpp | 15 +- common/common.h | 2 - common/sampling.cpp | 196 +++++++++++++++--- examples/batched/README.md | 47 +++-- tools/server/public/index.html.gz | Bin 1123267 -> 1126465 bytes tools/server/server-task.cpp | 4 - tools/server/server.cpp | 12 +- .../app/chat/ChatSettings/ChatSettings.svelte | 9 - .../ChatSettings/ChatSettingsFields.svelte | 7 +- .../src/lib/constants/settings-config.ts | 3 - tools/server/webui/src/lib/services/chat.ts | 2 - .../webui/src/lib/stores/chat.svelte.ts | 3 - tools/server/webui/src/lib/types/api.d.ts | 1 - .../server/webui/src/lib/types/settings.d.ts | 1 - 15 files changed, 214 insertions(+), 96 deletions(-) diff --git a/common/arg.cpp b/common/arg.cpp index c7d4b22c9b..e29c3619b6 100644 --- a/common/arg.cpp +++ b/common/arg.cpp @@ -1520,14 +1520,6 @@ common_params_context common_params_parser_init(common_params & params, llama_ex params.sampling.backend_sampling = true; } ).set_sparam()); - add_opt(common_arg( - {"--backend-dist"}, - "perform final (distribution) sampling on backend (default: disabled)", - [](common_params & params) { - params.sampling.backend_dist = true; - params.sampling.backend_sampling = true; - } - ).set_sparam()); add_opt(common_arg( {"--pooling"}, "{none,mean,cls,last,rank}", "pooling type for embeddings, use model default if unspecified", diff --git a/common/common.cpp b/common/common.cpp index ff07ba4f23..bf81370730 100644 --- a/common/common.cpp +++ b/common/common.cpp @@ -1021,12 +1021,17 @@ struct common_init_result common_init_from_params(common_params & params) { // backend sampling initialization if (params.sampling.backend_sampling) { - iparams.samplers_seq_config.resize(cparams.n_seq_max); - for (int i = 0; i < (int) cparams.n_seq_max; ++i) { - iparams.samplers_seq_config[i] = { i, common_sampler_backend_init(model, params.sampling) }; + llama_sampler * backend_chain = common_sampler_backend_init(model, params.sampling); + if (backend_chain != nullptr) { + iparams.samplers_seq_config.resize(cparams.n_seq_max); + for (int i = 0; i < (int) cparams.n_seq_max; ++i) { + iparams.samplers_seq_config[i] = { i, llama_sampler_clone(backend_chain) }; + } + cparams.samplers = iparams.samplers_seq_config.data(); + cparams.n_samplers = cparams.n_seq_max; + + llama_sampler_free(backend_chain); } - cparams.samplers = iparams.samplers_seq_config.data(); - cparams.n_samplers = cparams.n_seq_max; } llama_context * lctx = llama_init_from_model(model, cparams); diff --git a/common/common.h b/common/common.h index e48fe336ea..8e78ab32ea 100644 --- a/common/common.h +++ b/common/common.h @@ -213,9 +213,7 @@ struct common_params_sampling { std::vector logit_bias; // logit biases to apply std::vector logit_bias_eog; // pre-calculated logit biases for EOG tokens - // Backend sampling flags bool backend_sampling = false; // enable backend sampling - bool backend_dist = false; // backend performs final sampling (dist) // print the parameters into a string std::string print() const; diff --git a/common/sampling.cpp b/common/sampling.cpp index 0a2be6bf7d..c116771981 100644 --- a/common/sampling.cpp +++ b/common/sampling.cpp @@ -105,7 +105,8 @@ struct common_sampler { common_params_sampling params; struct llama_sampler * grmr; - struct llama_sampler * chain; + struct llama_sampler * chain; // CPU sampling chain + struct llama_sampler * backend_chain; // Backend sampling chain ring_buffer prev; @@ -118,6 +119,9 @@ struct common_sampler { llama_sampler_reset(grmr); llama_sampler_reset(chain); + if (backend_chain) { + llama_sampler_reset(backend_chain); + } } void set_logits(struct llama_context * ctx, int idx) { @@ -165,6 +169,20 @@ static bool sampler_enabled(const struct common_params_sampling & params, enum c return std::find(params.samplers.begin(), params.samplers.end(), type) != params.samplers.end(); } +static bool sampler_backend_supported(enum common_sampler_type type) { + switch (type) { + case COMMON_SAMPLER_TYPE_TOP_K: + case COMMON_SAMPLER_TYPE_TEMPERATURE: + return true; + default: + return false; + } +} + +static bool has_logit_bias(const struct common_params_sampling & params) { + return !params.logit_bias.empty(); +} + std::string common_params_sampling::print() const { char result[1024]; @@ -249,22 +267,86 @@ struct common_sampler * common_sampler_init(const struct llama_model * model, co } auto * result = new common_sampler { - /* .params = */ params, - /* .grmr = */ grmr, - /* .chain = */ llama_sampler_chain_init(lparams), - /* .prev = */ ring_buffer(std::max(32, params.n_prev)), - /* .cur = */ {}, - /* .cur_p = */ {}, + /* .params = */ params, + /* .grmr = */ grmr, + /* .chain = */ llama_sampler_chain_init(lparams), + /* .backend_chain = */ nullptr, + /* .prev = */ ring_buffer(std::max(32, params.n_prev)), + /* .cur = */ {}, + /* .cur_p = */ {}, }; - llama_sampler_chain_add(result->chain, - llama_sampler_init_logit_bias( - llama_vocab_n_tokens(vocab), - params.logit_bias.size(), - params.logit_bias.data())); + size_t backend_sampler_count = 0; + if (params.backend_sampling && params.mirostat == 0) { + if (has_logit_bias(params)) { + backend_sampler_count++; + } + + // Find the longest contiguous chain of backend-supported samplers from the start + for (const auto & sampler_type : params.samplers) { + if (sampler_backend_supported(sampler_type)) { + backend_sampler_count++; + } else { + break; + } + } + } + + // If the samplers combination is supported then we can build the backend chain. + if (backend_sampler_count > 0 || (params.backend_sampling && has_logit_bias(params))) { + llama_sampler_chain_params backend_params = llama_sampler_chain_default_params(); + backend_params.no_perf = params.no_perf; + result->backend_chain = llama_sampler_chain_init(backend_params); + + if (has_logit_bias(params)) { + llama_sampler_chain_add(result->backend_chain, + llama_sampler_backend_init_logit_bias( + llama_vocab_n_tokens(vocab), + params.logit_bias.size(), + params.logit_bias.data())); + } + + size_t backend_idx = 0; + for (const auto & sampler_type : params.samplers) { + if (backend_idx >= backend_sampler_count - has_logit_bias(params)) { + break; + } + + switch (sampler_type) { + case COMMON_SAMPLER_TYPE_TOP_K: + if (params.top_k > 0) { + llama_sampler_chain_add(result->backend_chain, llama_sampler_backend_init_top_k(params.top_k)); + } + backend_idx++; + break; + case COMMON_SAMPLER_TYPE_TEMPERATURE: + if (params.temp > 0.0f) { + llama_sampler_chain_add(result->backend_chain, llama_sampler_backend_init_temp(params.temp)); + } + backend_idx++; + break; + default: + GGML_ASSERT(false && "unsupported backend sampler"); + } + } + } + + size_t cpu_start_idx = backend_sampler_count - has_logit_bias(params); + bool cpu_has_samplers = cpu_start_idx < params.samplers.size(); + + // Build CPU chain + if (!params.backend_sampling || !has_logit_bias(params)) { + llama_sampler_chain_add(result->chain, + llama_sampler_init_logit_bias( + llama_vocab_n_tokens(vocab), + params.logit_bias.size(), + params.logit_bias.data())); + } if (params.mirostat == 0) { - for (const auto & cnstr : params.samplers) { + // Add remaining CPU samplers + for (size_t i = cpu_start_idx; i < params.samplers.size(); i++) { + const auto & cnstr = params.samplers[i]; switch (cnstr) { case COMMON_SAMPLER_TYPE_DRY: { @@ -308,7 +390,13 @@ struct common_sampler * common_sampler_init(const struct llama_model * model, co GGML_ASSERT(false && "unknown sampler type"); } } - llama_sampler_chain_add(result->chain, llama_sampler_init_dist(params.seed)); + + // If all samplers are on backend, add dist to backend; otherwise add to CPU + if (result->backend_chain && !cpu_has_samplers) { + llama_sampler_chain_add(result->backend_chain, llama_sampler_backend_init_dist(params.seed)); + } else { + llama_sampler_chain_add(result->chain, llama_sampler_init_dist(params.seed)); + } } else if (params.mirostat == 1) { llama_sampler_chain_add(result->chain, llama_sampler_init_temp(params.temp)); llama_sampler_chain_add(result->chain, llama_sampler_init_mirostat(llama_vocab_n_tokens(vocab), params.seed, params.mirostat_tau, params.mirostat_eta, 100)); @@ -323,36 +411,74 @@ struct common_sampler * common_sampler_init(const struct llama_model * model, co } struct llama_sampler * common_sampler_backend_init(const struct llama_model * model, const struct common_params_sampling & params) { - if (!params.backend_sampling) { + if (!params.backend_sampling || params.mirostat != 0) { return nullptr; } + const llama_vocab * vocab = llama_model_get_vocab(model); + // Determine the split point for backend sampling using the same logic as common_sampler_init + size_t backend_sampler_count = 0; + if (has_logit_bias(params)) { + backend_sampler_count++; + } + + // Find the longest contiguous chain of backend-supported samplers from the start + for (const auto & sampler_type : params.samplers) { + if (sampler_backend_supported(sampler_type)) { + backend_sampler_count++; + } else { + break; + } + } + + if (backend_sampler_count == 0 && !has_logit_bias(params)) { + return nullptr; + } + llama_sampler_chain_params chain_params = llama_sampler_chain_default_params(); chain_params.no_perf = params.no_perf; struct llama_sampler * chain = llama_sampler_chain_init(chain_params); - const bool enable_temp = params.temp > 0.0f && sampler_enabled(params, COMMON_SAMPLER_TYPE_TEMPERATURE); - const bool enable_top_k = params.top_k > 0 && sampler_enabled(params, COMMON_SAMPLER_TYPE_TOP_K); - const bool enable_dist = params.backend_dist; - - if (!params.logit_bias.empty()) { + // Add logit_bias to backend chain if present + if (has_logit_bias(params)) { llama_sampler_chain_add(chain, llama_sampler_backend_init_logit_bias( llama_vocab_n_tokens(vocab), params.logit_bias.size(), params.logit_bias.data())); } - if (enable_temp) { - llama_sampler_chain_add(chain, llama_sampler_backend_init_temp(params.temp)); + size_t backend_idx = 0; + for (const auto & sampler_type : params.samplers) { + if (backend_idx >= backend_sampler_count - has_logit_bias(params)) { + break; + } + + switch (sampler_type) { + case COMMON_SAMPLER_TYPE_TOP_K: + if (params.top_k > 0) { + llama_sampler_chain_add(chain, llama_sampler_backend_init_top_k(params.top_k)); + } + backend_idx++; + break; + case COMMON_SAMPLER_TYPE_TEMPERATURE: + if (params.temp > 0.0f) { + llama_sampler_chain_add(chain, llama_sampler_backend_init_temp(params.temp)); + } + backend_idx++; + break; + default: + GGML_ASSERT(false && "unsupported backend sampler"); + } } - if (enable_top_k) { - llama_sampler_chain_add(chain, llama_sampler_backend_init_top_k(params.top_k)); - } + // Determine if we should add dist sampler to backend chain + // Only add it if all samplers from params.samplers are on the backend + size_t cpu_start_idx = backend_sampler_count - has_logit_bias(params); + bool cpu_has_samplers = cpu_start_idx < params.samplers.size(); - if (enable_dist) { + if (!cpu_has_samplers) { llama_sampler_chain_add(chain, llama_sampler_backend_init_dist(params.seed)); } @@ -362,9 +488,12 @@ struct llama_sampler * common_sampler_backend_init(const struct llama_model * mo void common_sampler_free(struct common_sampler * gsmpl) { if (gsmpl) { llama_sampler_free(gsmpl->grmr); - llama_sampler_free(gsmpl->chain); + if (gsmpl->backend_chain) { + llama_sampler_free(gsmpl->backend_chain); + } + delete gsmpl; } } @@ -387,12 +516,13 @@ void common_sampler_reset(struct common_sampler * gsmpl) { struct common_sampler * common_sampler_clone(common_sampler * gsmpl) { return new common_sampler { - /* .params = */ gsmpl->params, - /* .grmr = */ llama_sampler_clone(gsmpl->grmr), - /* .chain = */ llama_sampler_clone(gsmpl->chain), - /* .prev = */ gsmpl->prev, - /* .cur = */ gsmpl->cur, - /* .cur_p = */ gsmpl->cur_p, + /* .params = */ gsmpl->params, + /* .grmr = */ llama_sampler_clone(gsmpl->grmr), + /* .chain = */ llama_sampler_clone(gsmpl->chain), + /* .backend_chain = */ gsmpl->backend_chain ? llama_sampler_clone(gsmpl->backend_chain) : nullptr, + /* .prev = */ gsmpl->prev, + /* .cur = */ gsmpl->cur, + /* .cur_p = */ gsmpl->cur_p, }; } diff --git a/examples/batched/README.md b/examples/batched/README.md index f10639220e..a68b45b290 100644 --- a/examples/batched/README.md +++ b/examples/batched/README.md @@ -45,25 +45,38 @@ llama_print_timings: total time = 4156.04 ms ### Using backend samplers It is possible to run this example using backend samplers so that sampling is -performed on the backend device, like a GPU. +performed on a backend device, like a GPU. ```bash ./llama-batched \ -m models/Qwen2.5-VL-3B-Instruct-Q8_0.gguf -p "Hello my name is" \ - -np 4 -kvu \ - --backend_sampling --top-k 80 --backend_dist + -np 4 \ + -kvu \ + --backend_sampling \ + --samplers 'top_k;temperature' \ + --top-k 80 ``` -The `--verbose` flag can be added to see more detailed output and also show -that the backend samplers are being used. The above example will perform distribution -sampling on the backend device and only transfer the sampled token ids back to the host. +The samplers specified with `--samplers` must be supported by the backend and +this is why we are explicitly specifying only `top_k` and `temperature` here as +at the time of writing these are supported. -It is also possible to perform partial sampling on the backend, and then allow CPU samplers -to process those results further. This is sometimes referred to as hybrid sampling. -For an example of this we can remove `--backend_dist` from the above command: -```bash -./llama-batched \ - -m models/Qwen2.5-VL-3B-Instruct-Q8_0.gguf -p "Hello my name is" \ - -np 4 -kvu \ - --backend_sampling --top-k 80 -v -``` -This will perform the top-k filtering on the backend device, and then transfer the filtered logits -back to the host for sampling. +The `--verbose` flag can be added to see more detailed output and also show +that the backend samplers are being used. + +With `--backend_sampling` enabled, the sampler chain is automatically analyzed +to determine which samplers can run on the backend. The system finds the longest +contiguous chain of backend-supported samplers from the start of the sampler +sequence. For example: +* If the chain is `top-k -> temperature -> top-p`, and both `top-k` and + `temperature` are backend-supported but `top-p` is not, then `top-k` and + `temperature` will run on the backend, while `top-p` and subsequent samplers + run on the CPU. +* If all configured samplers are supported, the final distribution sampling will + also happen on the backend, transferring only the sampled token IDs back to the + host. +* If the sampler chain starts with an unsupported sampler (e.g., `penalties`), + all sampling runs on the CPU. + +**Note:** The default sampler chain includes `penalties` as the first sampler, +which is not backend-supported yet. 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    - Enable GPU sampling to allow GPU dist sampling. -

    {/if} diff --git a/tools/server/webui/src/lib/constants/settings-config.ts b/tools/server/webui/src/lib/constants/settings-config.ts index 67323bb720..f8187bbf49 100644 --- a/tools/server/webui/src/lib/constants/settings-config.ts +++ b/tools/server/webui/src/lib/constants/settings-config.ts @@ -20,7 +20,6 @@ export const SETTING_CONFIG_DEFAULT: Record = // make sure these default values are in sync with `common.h` samplers: 'top_k;typ_p;top_p;min_p;temperature', backend_sampling: false, - backend_dist: false, temperature: 0.8, dynatemp_range: 0.0, dynatemp_exponent: 1.0, @@ -56,8 +55,6 @@ export const SETTING_CONFIG_INFO: Record = { 'The order at which samplers are applied, in simplified way. Default is "top_k;typ_p;top_p;min_p;temperature": top_k->typ_p->top_p->min_p->temperature', backend_sampling: 'Enable backend-based samplers. When enabled, supported samplers run on the accelerator backend for faster sampling.', - backend_dist: - 'Perform the final distribution sampling step on the backend. Requires backend sampling to be enabled.', temperature: 'Controls the randomness of the generated text by affecting the probability distribution of the output tokens. Higher = more random, lower = more focused.', dynatemp_range: diff --git a/tools/server/webui/src/lib/services/chat.ts b/tools/server/webui/src/lib/services/chat.ts index 5cda8c8868..66134a524e 100644 --- a/tools/server/webui/src/lib/services/chat.ts +++ b/tools/server/webui/src/lib/services/chat.ts @@ -99,7 +99,6 @@ export class ChatService { // Other parameters samplers, backend_sampling, - backend_dist, custom, timings_per_token } = options; @@ -185,7 +184,6 @@ export class ChatService { } if (backend_sampling !== undefined) requestBody.backend_sampling = backend_sampling; - if (backend_dist !== undefined) requestBody.backend_dist = backend_dist; if (timings_per_token !== undefined) requestBody.timings_per_token = timings_per_token; diff --git a/tools/server/webui/src/lib/stores/chat.svelte.ts b/tools/server/webui/src/lib/stores/chat.svelte.ts index e00994bc46..d8978558e1 100644 --- a/tools/server/webui/src/lib/stores/chat.svelte.ts +++ b/tools/server/webui/src/lib/stores/chat.svelte.ts @@ -301,9 +301,6 @@ class ChatStore { if (currentConfig.backend_sampling !== undefined) { apiOptions.backend_sampling = Boolean(currentConfig.backend_sampling); } - if (currentConfig.backend_dist !== undefined) { - apiOptions.backend_dist = Boolean(currentConfig.backend_dist); - } if (currentConfig.custom) { apiOptions.custom = currentConfig.custom; } diff --git a/tools/server/webui/src/lib/types/api.d.ts b/tools/server/webui/src/lib/types/api.d.ts index 149d4fb118..592923b653 100644 --- a/tools/server/webui/src/lib/types/api.d.ts +++ b/tools/server/webui/src/lib/types/api.d.ts @@ -182,7 +182,6 @@ export interface ApiChatCompletionRequest { // Sampler configuration samplers?: string[]; backend_sampling?: boolean; - backend_dist?: boolean; // Custom parameters (JSON string) custom?: Record; timings_per_token?: boolean; diff --git a/tools/server/webui/src/lib/types/settings.d.ts b/tools/server/webui/src/lib/types/settings.d.ts index e68d107faa..25b232582b 100644 --- a/tools/server/webui/src/lib/types/settings.d.ts +++ b/tools/server/webui/src/lib/types/settings.d.ts @@ -38,7 +38,6 @@ export interface SettingsChatServiceOptions { // Sampler configuration samplers?: string | string[]; backend_sampling?: boolean; - backend_dist?: boolean; // Custom parameters custom?: string; timings_per_token?: boolean; From f23b306cc5f76941d07c433f9d3a789b1b8b0988 Mon Sep 17 00:00:00 2001 From: Oliver Simons Date: Fri, 21 Nov 2025 12:01:32 +0100 Subject: [PATCH 037/119] CUDA: Add top-k implementation --- cmake/CPM.cmake | 25 +++++++ ggml/src/ggml-cuda/CMakeLists.txt | 17 +++++ ggml/src/ggml-cuda/argsort.cu | 26 ++++---- ggml/src/ggml-cuda/argsort.cuh | 16 +++++ ggml/src/ggml-cuda/ggml-cuda.cu | 6 ++ ggml/src/ggml-cuda/top-k.cu | 104 ++++++++++++++++++++++++++++++ ggml/src/ggml-cuda/top-k.cuh | 3 + tests/test-backend-ops.cpp | 5 ++ 8 files changed, 189 insertions(+), 13 deletions(-) create mode 100644 cmake/CPM.cmake create mode 100644 ggml/src/ggml-cuda/top-k.cu create mode 100644 ggml/src/ggml-cuda/top-k.cuh diff --git a/cmake/CPM.cmake b/cmake/CPM.cmake new file mode 100644 index 0000000000..978a1b7e39 --- /dev/null +++ b/cmake/CPM.cmake @@ -0,0 +1,25 @@ +# SPDX-License-Identifier: MIT +# +# SPDX-FileCopyrightText: Copyright (c) 2019-2023 Lars Melchior and contributors + +# TODO: Remove this file once CCCL 3.2 is released & bundled with the CUDA Toolkit +set(CPM_DOWNLOAD_VERSION 0.42.0) +set(CPM_HASH_SUM "2020b4fc42dba44817983e06342e682ecfc3d2f484a581f11cc5731fbe4dce8a") + +if(CPM_SOURCE_CACHE) + set(CPM_DOWNLOAD_LOCATION "${CPM_SOURCE_CACHE}/cpm/CPM_${CPM_DOWNLOAD_VERSION}.cmake") +elseif(DEFINED ENV{CPM_SOURCE_CACHE}) + set(CPM_DOWNLOAD_LOCATION "$ENV{CPM_SOURCE_CACHE}/cpm/CPM_${CPM_DOWNLOAD_VERSION}.cmake") +else() + set(CPM_DOWNLOAD_LOCATION "${CMAKE_BINARY_DIR}/cmake/CPM_${CPM_DOWNLOAD_VERSION}.cmake") +endif() + +# Expand relative path. This is important if the provided path contains a tilde (~) +get_filename_component(CPM_DOWNLOAD_LOCATION ${CPM_DOWNLOAD_LOCATION} ABSOLUTE) + +file(DOWNLOAD + https://github.com/cpm-cmake/CPM.cmake/releases/download/v${CPM_DOWNLOAD_VERSION}/CPM.cmake + ${CPM_DOWNLOAD_LOCATION} EXPECTED_HASH SHA256=${CPM_HASH_SUM} +) + +include(${CPM_DOWNLOAD_LOCATION}) diff --git a/ggml/src/ggml-cuda/CMakeLists.txt b/ggml/src/ggml-cuda/CMakeLists.txt index 67af1d8ccc..05a9b49e83 100644 --- a/ggml/src/ggml-cuda/CMakeLists.txt +++ b/ggml/src/ggml-cuda/CMakeLists.txt @@ -2,6 +2,17 @@ cmake_minimum_required(VERSION 3.18) # for CMAKE_CUDA_ARCHITECTURES find_package(CUDAToolkit) +# Remove once CCCL 3.2 has been released and bundled with CUDA Toolkit +if (GGML_CUDA_CUB_3DOT2) + include(../../../cmake/CPM.cmake) + # This will automatically clone CCCL from GitHub and make the exported cmake targets available + CPMAddPackage( + NAME CCCL + GITHUB_REPOSITORY nvidia/cccl + GIT_TAG v3.2.0-rc0 # Fetches the latest commit on the main branch + ) +endif() + if (CUDAToolkit_FOUND) message(STATUS "CUDA Toolkit found") @@ -102,6 +113,9 @@ if (CUDAToolkit_FOUND) # As of 12.3.1 CUDA Toolkit for Windows does not offer a static cublas library target_link_libraries(ggml-cuda PRIVATE CUDA::cudart_static CUDA::cublas) else () + if (GGML_CUDA_CUB_3DOT2) + target_link_libraries(ggml-cuda PRIVATE CCCL::CCCL) + endif() if (CUDAToolkit_VERSION VERSION_GREATER_EQUAL "10.1") target_link_libraries(ggml-cuda PRIVATE CUDA::cudart_static CUDA::cublas_static CUDA::cublasLt_static) else() @@ -109,6 +123,9 @@ if (CUDAToolkit_FOUND) endif() endif() else() + if (GGML_CUDA_CUB_3DOT2) + target_link_libraries(ggml-cuda PRIVATE CCCL::CCCL) + endif() target_link_libraries(ggml-cuda PRIVATE CUDA::cudart CUDA::cublas) endif() diff --git a/ggml/src/ggml-cuda/argsort.cu b/ggml/src/ggml-cuda/argsort.cu index b8003c48c5..eb83e6547a 100644 --- a/ggml/src/ggml-cuda/argsort.cu +++ b/ggml/src/ggml-cuda/argsort.cu @@ -22,13 +22,13 @@ static __global__ void init_offsets(int * offsets, const int ncols, const int nr } #ifdef GGML_CUDA_USE_CUB -static void argsort_f32_i32_cuda_cub(ggml_cuda_pool & pool, - const float * x, - int * dst, - const int ncols, - const int nrows, - ggml_sort_order order, - cudaStream_t stream) { +void argsort_f32_i32_cuda_cub(ggml_cuda_pool & pool, + const float * x, + int * dst, + const int ncols, + const int nrows, + ggml_sort_order order, + cudaStream_t stream) { ggml_cuda_pool_alloc temp_indices_alloc(pool, ncols * nrows); ggml_cuda_pool_alloc temp_keys_alloc(pool, ncols * nrows); ggml_cuda_pool_alloc offsets_alloc(pool, nrows + 1); @@ -162,12 +162,12 @@ static int next_power_of_2(int x) { return n; } -static void argsort_f32_i32_cuda_bitonic(const float * x, - int * dst, - const int ncols, - const int nrows, - ggml_sort_order order, - cudaStream_t stream) { +void argsort_f32_i32_cuda_bitonic(const float * x, + int * dst, + const int ncols, + const int nrows, + ggml_sort_order order, + cudaStream_t stream) { // bitonic sort requires ncols to be power of 2 const int ncols_pad = next_power_of_2(ncols); diff --git a/ggml/src/ggml-cuda/argsort.cuh b/ggml/src/ggml-cuda/argsort.cuh index 68a001547f..22b7306f20 100644 --- a/ggml/src/ggml-cuda/argsort.cuh +++ b/ggml/src/ggml-cuda/argsort.cuh @@ -1,3 +1,19 @@ #include "common.cuh" void ggml_cuda_op_argsort(ggml_backend_cuda_context & ctx, ggml_tensor * dst); + +#ifdef GGML_CUDA_USE_CUB +void argsort_f32_i32_cuda_cub(ggml_cuda_pool & pool, + const float * x, + int * dst, + const int ncols, + const int nrows, + ggml_sort_order order, + cudaStream_t stream); +#endif // GGML_CUDA_USE_CUB +void argsort_f32_i32_cuda_bitonic(const float * x, + int * dst, + const int ncols, + const int nrows, + ggml_sort_order order, + cudaStream_t stream); diff --git a/ggml/src/ggml-cuda/ggml-cuda.cu b/ggml/src/ggml-cuda/ggml-cuda.cu index 98b0cea33a..ea4763fa6e 100644 --- a/ggml/src/ggml-cuda/ggml-cuda.cu +++ b/ggml/src/ggml-cuda/ggml-cuda.cu @@ -44,6 +44,7 @@ #include "ggml-cuda/ssm-scan.cuh" #include "ggml-cuda/sum.cuh" #include "ggml-cuda/sumrows.cuh" +#include "ggml-cuda/top-k.cuh" #include "ggml-cuda/mean.cuh" #include "ggml-cuda/tsembd.cuh" #include "ggml-cuda/topk-moe.cuh" @@ -2694,6 +2695,9 @@ static bool ggml_cuda_compute_forward(ggml_backend_cuda_context & ctx, struct gg case GGML_OP_SSM_SCAN: ggml_cuda_op_ssm_scan(ctx, dst); break; + case GGML_OP_TOP_K: + ggml_cuda_op_top_k(ctx, dst); + break; case GGML_OP_ARGSORT: ggml_cuda_op_argsort(ctx, dst); break; @@ -4233,6 +4237,8 @@ static bool ggml_backend_cuda_device_supports_op(ggml_backend_dev_t dev, const g case GGML_OP_CUMSUM: case GGML_OP_SUM: return ggml_is_contiguous_rows(op->src[0]); + case GGML_OP_TOP_K: + return true; case GGML_OP_ARGSORT: #ifndef GGML_CUDA_USE_CUB return op->src[0]->ne[0] <= 1024; diff --git a/ggml/src/ggml-cuda/top-k.cu b/ggml/src/ggml-cuda/top-k.cu new file mode 100644 index 0000000000..ae5989cacc --- /dev/null +++ b/ggml/src/ggml-cuda/top-k.cu @@ -0,0 +1,104 @@ +#include "argsort.cuh" +#include "top-k.cuh" + +#ifdef GGML_CUDA_USE_CUB +# include +# if (CCCL_MAJOR_VERSION >= 3 && CCCL_MINOR_VERSION >= 2) +# define CUB_TOP_K_AVAILABLE +using namespace cub; +# endif // CCCL_MAJOR_VERSION >= 3 && CCCL_MINOR_VERSION >= 2 +#endif // GGML_CUDA_USE_CUB + +#ifdef CUB_TOP_K_AVAILABLE +static __global__ void init_indices(int * indices, const int ncols) { + const int col = blockIdx.x * blockDim.x + threadIdx.x; + + if (col < ncols) { + indices[col] = col; + } +} + +static void top_k_cub(ggml_cuda_pool & pool, + const float * src, + int * dst, + const int ncols, + const int k, + cudaStream_t stream) { + auto requirements = cuda::execution::require(cuda::execution::determinism::not_guaranteed, + cuda::execution::output_ordering::unsorted); + auto stream_env = cuda::stream_ref{ stream }; + auto env = cuda::std::execution::env{ stream_env, requirements }; + + ggml_cuda_pool_alloc temp_indices_alloc(pool, ncols); + ggml_cuda_pool_alloc temp_keys_alloc(pool, ncols); + + int * temp_indices = temp_indices_alloc.get(); + float * temp_keys = temp_keys_alloc.get(); + + static const int block_size = 256; + const dim3 grid_size((ncols + block_size - 1) / block_size, 1); + init_indices<<>>(temp_indices, ncols); + + CUDA_CHECK(cudaMemcpyAsync(temp_keys, src, ncols * sizeof(float), cudaMemcpyDeviceToDevice, stream)); + + size_t temp_storage_bytes = 0; + DeviceTopK::MaxPairs(nullptr, temp_storage_bytes, temp_keys, temp_keys, temp_indices, dst, ncols, k, env); + + ggml_cuda_pool_alloc temp_storage_alloc(pool, temp_storage_bytes); + void * d_temp_storage = temp_storage_alloc.get(); + + DeviceTopK::MaxPairs(d_temp_storage, temp_storage_bytes, temp_keys, temp_keys, temp_indices, dst, ncols, k, env); +} + +#else + +static int next_power_of_2(int x) { + int n = 1; + while (n < x) { + n *= 2; + } + return n; +} + +#endif // CUB_TOP_K_AVAILABLE + +void ggml_cuda_op_top_k(ggml_backend_cuda_context & ctx, ggml_tensor * dst) { + const ggml_tensor * src0 = dst->src[0]; + const float * src0_d = (const float *) src0->data; + int * dst_d = (int *) dst->data; + cudaStream_t stream = ctx.stream(); + + // are these asserts truly necessary? + GGML_ASSERT(src0->type == GGML_TYPE_F32); + GGML_ASSERT(dst->type == GGML_TYPE_I32); + GGML_ASSERT(ggml_is_contiguous(src0)); + + const int64_t ncols = src0->ne[0]; + const int64_t nrows = ggml_nrows(src0); + const int64_t k = dst->ne[0]; + ggml_cuda_pool & pool = ctx.pool(); +#ifdef CUB_TOP_K_AVAILABLE + // TODO: Switch to `DeviceSegmentedTopK` for multi-row TopK once implemented + // https://github.com/NVIDIA/cccl/issues/6391 + // TODO: investigate if there exists a point where parallelized argsort is faster than sequential top-k + for (int i = 0; i < nrows; i++) { + top_k_cub(pool, src0_d + i * ncols, dst_d + i * k, ncols, k, stream); + } +#else + // Fall back to argsort + copy + const int ncols_pad = next_power_of_2(ncols); + const size_t shared_mem = ncols_pad * sizeof(int); + const size_t max_shared_mem = ggml_cuda_info().devices[ggml_cuda_get_device()].smpb; + + ggml_cuda_pool_alloc temp_dst_alloc(pool, ncols * nrows); + int * tmp_dst = temp_dst_alloc.get(); + + if (shared_mem > max_shared_mem || ncols > 1024) { + argsort_f32_i32_cuda_cub(pool, src0_d, tmp_dst, ncols, nrows, GGML_SORT_ORDER_DESC, stream); + } else { + argsort_f32_i32_cuda_bitonic(src0_d, tmp_dst, ncols, nrows, GGML_SORT_ORDER_DESC, stream); + } + CUDA_CHECK(cudaMemcpy2DAsync(dst_d, k * sizeof(int), tmp_dst, ncols * sizeof(int), k * sizeof(int), nrows, + cudaMemcpyDeviceToDevice, stream)); +#endif // CUB_TOP_K_AVAILABLE +} diff --git a/ggml/src/ggml-cuda/top-k.cuh b/ggml/src/ggml-cuda/top-k.cuh new file mode 100644 index 0000000000..85a95bc1bc --- /dev/null +++ b/ggml/src/ggml-cuda/top-k.cuh @@ -0,0 +1,3 @@ +#include "common.cuh" + +void ggml_cuda_op_top_k(ggml_backend_cuda_context & ctx, ggml_tensor * dst); \ No newline at end of file diff --git a/tests/test-backend-ops.cpp b/tests/test-backend-ops.cpp index eb49eb41a6..f4072bf4a6 100644 --- a/tests/test-backend-ops.cpp +++ b/tests/test-backend-ops.cpp @@ -8035,6 +8035,11 @@ static std::vector> make_test_cases_perf() { test_cases.emplace_back(new test_argsort(GGML_TYPE_F32, {200000, 1, 1, 1})); test_cases.emplace_back(new test_argsort(GGML_TYPE_F32, {200000, 16, 1, 1})); test_cases.emplace_back(new test_top_k(GGML_TYPE_F32, {65000, 16, 1, 1}, 40)); + test_cases.emplace_back(new test_top_k(GGML_TYPE_F32, {65000, 1, 1, 1}, 40)); + test_cases.emplace_back(new test_top_k(GGML_TYPE_F32, {65000, 1, 1, 1}, 1)); + test_cases.emplace_back(new test_top_k(GGML_TYPE_F32, {200000, 1, 1, 1}, 400)); + test_cases.emplace_back(new test_top_k(GGML_TYPE_F32, {200000, 1, 1, 1}, 40)); + test_cases.emplace_back(new test_top_k(GGML_TYPE_F32, {200000, 1, 1, 1}, 1)); return test_cases; } From b45d504e70e53a3a5a2f66d52b0174666ae789f2 Mon Sep 17 00:00:00 2001 From: Daniel Bevenius Date: Wed, 26 Nov 2025 10:50:58 +0100 Subject: [PATCH 038/119] sampling : add min-p backend sampler --- common/sampling.cpp | 13 ++++ include/llama.h | 3 + src/llama-backend-sampler.cpp | 115 +++++++++++++++++++++++++++++++++ tests/test-backend-sampler.cpp | 57 ++++++++++++++++ 4 files changed, 188 insertions(+) diff --git a/common/sampling.cpp b/common/sampling.cpp index c116771981..9f7795aa41 100644 --- a/common/sampling.cpp +++ b/common/sampling.cpp @@ -173,6 +173,7 @@ static bool sampler_backend_supported(enum common_sampler_type type) { switch (type) { case COMMON_SAMPLER_TYPE_TOP_K: case COMMON_SAMPLER_TYPE_TEMPERATURE: + case COMMON_SAMPLER_TYPE_MIN_P: return true; default: return false; @@ -325,6 +326,12 @@ struct common_sampler * common_sampler_init(const struct llama_model * model, co } backend_idx++; break; + case COMMON_SAMPLER_TYPE_MIN_P: + if (params.min_p > 0.0f) { + llama_sampler_chain_add(result->backend_chain, llama_sampler_backend_init_min_p(params.min_p)); + } + backend_idx++; + break; default: GGML_ASSERT(false && "unsupported backend sampler"); } @@ -468,6 +475,12 @@ struct llama_sampler * common_sampler_backend_init(const struct llama_model * mo } backend_idx++; break; + case COMMON_SAMPLER_TYPE_MIN_P: + if (params.min_p > 0.0f) { + llama_sampler_chain_add(chain, llama_sampler_backend_init_min_p(params.min_p)); + } + backend_idx++; + break; default: GGML_ASSERT(false && "unsupported backend sampler"); } diff --git a/include/llama.h b/include/llama.h index d68504d873..50a4cc7c13 100644 --- a/include/llama.h +++ b/include/llama.h @@ -1405,6 +1405,9 @@ extern "C" { /// @details Distribution sampling on backend - final sampling step that selects a token LLAMA_API struct llama_sampler * llama_sampler_backend_init_dist(uint32_t seed); + /// @details Min-P filtering on backend - filter tokens with a probability less than p times the maximum probability. + LLAMA_API struct llama_sampler * llama_sampler_backend_init_min_p(float p); + // Returns the seed used by the sampler if applicable, LLAMA_DEFAULT_SEED otherwise LLAMA_API uint32_t llama_sampler_get_seed(const struct llama_sampler * smpl); diff --git a/src/llama-backend-sampler.cpp b/src/llama-backend-sampler.cpp index 361e48ed68..34361d925a 100644 --- a/src/llama-backend-sampler.cpp +++ b/src/llama-backend-sampler.cpp @@ -488,3 +488,118 @@ struct llama_sampler * llama_sampler_backend_init_logit_bias(int32_t n_vocab, return sampler; } + +struct llama_sampler_backend_min_p_ctx { + float p; + + // Only required for checking operation support and can be removed later. + ggml_backend_dev_t device; +}; + +static void llama_sampler_backend_min_p_init_ggml( + struct llama_sampler * smpl, + ggml_backend_buffer_type_t buft) { + auto * sctx = (llama_sampler_backend_min_p_ctx *) smpl->ctx; + sctx->device = ggml_backend_buft_get_device(buft); +} + +static void llama_sampler_backend_min_p_apply_ggml( + struct llama_sampler * smpl, + struct ggml_context * ctx, + struct ggml_cgraph * gf, + struct llama_sampler_ggml_data * ggml_data) { + GGML_UNUSED(gf); + + auto * sctx = (llama_sampler_backend_min_p_ctx *) smpl->ctx; + + struct ggml_tensor * softmax = ggml_soft_max(ctx, ggml_data->logits); + ggml_set_name(softmax, "softmax"); + + // Get the sorted indices of the softmax probabilities in descending order. + struct ggml_tensor * sorted_idx = ggml_argsort(ctx, softmax, GGML_SORT_ORDER_DESC); + ggml_set_name(sorted_idx, "sorted_idx"); + + // Reshape into a row vector. + struct ggml_tensor * softmax_rows = ggml_reshape_2d(ctx, softmax, 1, softmax->ne[0]); + ggml_set_name(softmax_rows, "softmax_rows"); + + // Get the sorted probabilities using the sorted indices so that we can get + // the max probability value, which will be the first entry in sorted_probs. + struct ggml_tensor * sorted_probs = ggml_get_rows(ctx, softmax_rows, sorted_idx); + ggml_set_name(sorted_probs, "sorted_probs"); + + // Get the max probability value from sorted_probs. + struct ggml_tensor * p_max = ggml_view_1d(ctx, sorted_probs, 1, 0); + ggml_set_name(p_max, "p_max"); + + // Calculate the threshold value. + struct ggml_tensor * threshold = ggml_scale(ctx, p_max, sctx->p); + ggml_set_name(threshold, "min_p_threshold"); + + // Broadcast the threshold to match the shape of softmax. + struct ggml_tensor * threshold_b = ggml_repeat(ctx, threshold, softmax); + ggml_set_name(threshold_b, "min_p_threshold_b"); + + // Subtract the threshold from softmax probabilities. + struct ggml_tensor * sub = ggml_sub(ctx, softmax, threshold_b); + + // Create a mask where probabilities below the threshold are 0 (discard), + // and others are 1 (keep). + struct ggml_tensor * mask = ggml_step(ctx, sub); + ggml_set_name(mask, "min_p_mask"); + + // Use ggml_scale_bias (output = (a * s) + b) which in this case becomes: + // min_p_bias = (mask * 1e9f) - 1e9f. + // So entries in the mask that we want to discard will become -1e9f, and + // others will be 0 (meaning that will not effect the logits). + const float large_val = 1e9f; + struct ggml_tensor * min_p_bias = ggml_scale_bias(ctx, mask, large_val, -large_val); + ggml_set_name(min_p_bias, "min_p_bias"); + + // Add the min_p bias to the logits. + ggml_data->logits = ggml_add(ctx, ggml_data->logits, min_p_bias); + ggml_set_name(ggml_data->logits, "min_p_logits"); + + ggml_build_forward_expand(gf, ggml_data->logits); +} + +static const char * llama_sampler_backend_min_p_name(const struct llama_sampler *) { + return "backend-min-p"; +} + +static void llama_sampler_backend_min_p_free(struct llama_sampler * smpl) { + auto * sctx = (llama_sampler_backend_min_p_ctx *) smpl->ctx; + delete sctx; +} + +static struct llama_sampler * llama_sampler_backend_min_p_clone(const struct llama_sampler * smpl) { + auto * sctx = (llama_sampler_backend_min_p_ctx *) smpl->ctx; + return llama_sampler_backend_init_min_p(sctx->p); +} + +struct llama_sampler * llama_sampler_backend_init_min_p(float p) { + static const llama_sampler_i iface = { + /*.name =*/ llama_sampler_backend_min_p_name, + /*.accept =*/ nullptr, + /*.apply =*/ nullptr, + /*.reset =*/ nullptr, + /*.clone =*/ llama_sampler_backend_min_p_clone, + /*.free =*/ llama_sampler_backend_min_p_free, + /*.apply_ggml =*/ llama_sampler_backend_min_p_apply_ggml, + /*.accept_ggml =*/ nullptr, + /*.set_input_ggml =*/ nullptr, + /*.init_ggml =*/ llama_sampler_backend_min_p_init_ggml, + }; + + auto * sctx = new llama_sampler_backend_min_p_ctx { + /*.p =*/ p, + /*.device =*/ nullptr, + }; + + auto * sampler = new llama_sampler { + /*.iface =*/ &iface, + /*.ctx =*/ sctx, + }; + + return sampler; +} diff --git a/tests/test-backend-sampler.cpp b/tests/test-backend-sampler.cpp index 19e9855aed..b668b88485 100644 --- a/tests/test-backend-sampler.cpp +++ b/tests/test-backend-sampler.cpp @@ -416,6 +416,62 @@ static void test_backend_temp_sampling(const char * model_path) { } +static void test_backend_min_p_sampling(const char * model_path) { + test_model_context test_ctx; + + const int seq_id = 0; + const float p = 0.1; + struct llama_sampler_chain_params backend_chain_params = llama_sampler_chain_default_params(); + struct llama_sampler * backend_sampler_chain = llama_sampler_chain_init(backend_chain_params); + llama_sampler_chain_add(backend_sampler_chain, llama_sampler_backend_init_min_p(p)); + std::vector backend_sampler_configs = {{ seq_id, backend_sampler_chain }}; + + if (!test_ctx.setup(model_path, backend_sampler_configs)) { + return; + } + + if (!test_ctx.decode({{seq_id, "Hello"}})) { + return; + } + + int32_t batch_idx = test_ctx.idx_for_seq(seq_id); + + float * logits = llama_get_backend_sampled_logits_ith(test_ctx.ctx, batch_idx); + uint32_t n_logits = llama_get_backend_sampled_logits_count_ith(test_ctx.ctx, batch_idx); + + // Print the logits that are above the min-p threshold + std::vector filtered_logits; + for (size_t i = 0; i < n_logits; ++i) { + if (logits[i] > -1e9f) { + filtered_logits.push_back(logits[i]); + //printf("min_p logit[%zu] = %.6f\n", i, logits[i]); + } + } + GGML_ASSERT(filtered_logits.size() < (size_t) test_ctx.n_vocab); + + // Sample using CPU sampler for verification to inspect they are reasonable + struct llama_sampler_chain_params chain_params = llama_sampler_chain_default_params(); + struct llama_sampler * chain = llama_sampler_chain_init(chain_params); + llama_sampler_chain_add(chain, llama_sampler_init_dist(88)); + + llama_token token = llama_sampler_sample(chain, test_ctx.ctx, batch_idx); + const std::string token_str = test_ctx.token_to_piece(token, false); + printf("min-p cpu sampled token id:%d, string: '%s'\n", token, token_str.c_str()); + GGML_ASSERT(token >= 0 && token < test_ctx.n_vocab); + + // Decode and sampler 10 more tokens + for (int i = 0; i < 10; i++) { + int32_t loop_idx = test_ctx.idx_for_seq(seq_id); + llama_token token = llama_sampler_sample(chain, test_ctx.ctx, loop_idx); + printf("min-p gen step %d: token id :%5.d, string: %s\n", i, token, test_ctx.token_to_piece(token, false).c_str()); + test_ctx.decode_token(token, 0); + } + + printf("min-p sampling test PASSED\n"); + + llama_sampler_free(chain); +} + static void test_backend_multi_sequence_sampling(const char * model_path) { test_model_context test_ctx; @@ -772,6 +828,7 @@ static const backend_test_case BACKEND_TESTS[] = { { "set_sampler", test_backend_set_sampler, true }, { "max_outputs", test_backend_max_outputs, true }, { "mixed", test_backend_mixed_sampling, true }, + { "min_p", test_backend_min_p_sampling, true }, }; struct backend_cli_args { From 4fea191c66a972824becafc4a9736b2d4fa07596 Mon Sep 17 00:00:00 2001 From: Oliver Simons Date: Wed, 26 Nov 2025 15:00:24 +0100 Subject: [PATCH 039/119] Use `FetchContent` over CPM as it's bundled with CMake Thanks @ggerganov for the suggestion --- cmake/CPM.cmake | 25 ------------------------- ggml/src/ggml-cuda/CMakeLists.txt | 15 +++++++++------ 2 files changed, 9 insertions(+), 31 deletions(-) delete mode 100644 cmake/CPM.cmake diff --git a/cmake/CPM.cmake b/cmake/CPM.cmake deleted file mode 100644 index 978a1b7e39..0000000000 --- a/cmake/CPM.cmake +++ /dev/null @@ -1,25 +0,0 @@ -# SPDX-License-Identifier: MIT -# -# SPDX-FileCopyrightText: Copyright (c) 2019-2023 Lars Melchior and contributors - -# TODO: Remove this file once CCCL 3.2 is released & bundled with the CUDA Toolkit -set(CPM_DOWNLOAD_VERSION 0.42.0) -set(CPM_HASH_SUM "2020b4fc42dba44817983e06342e682ecfc3d2f484a581f11cc5731fbe4dce8a") - -if(CPM_SOURCE_CACHE) - set(CPM_DOWNLOAD_LOCATION "${CPM_SOURCE_CACHE}/cpm/CPM_${CPM_DOWNLOAD_VERSION}.cmake") -elseif(DEFINED ENV{CPM_SOURCE_CACHE}) - set(CPM_DOWNLOAD_LOCATION "$ENV{CPM_SOURCE_CACHE}/cpm/CPM_${CPM_DOWNLOAD_VERSION}.cmake") -else() - set(CPM_DOWNLOAD_LOCATION "${CMAKE_BINARY_DIR}/cmake/CPM_${CPM_DOWNLOAD_VERSION}.cmake") -endif() - -# Expand relative path. This is important if the provided path contains a tilde (~) -get_filename_component(CPM_DOWNLOAD_LOCATION ${CPM_DOWNLOAD_LOCATION} ABSOLUTE) - -file(DOWNLOAD - https://github.com/cpm-cmake/CPM.cmake/releases/download/v${CPM_DOWNLOAD_VERSION}/CPM.cmake - ${CPM_DOWNLOAD_LOCATION} EXPECTED_HASH SHA256=${CPM_HASH_SUM} -) - -include(${CPM_DOWNLOAD_LOCATION}) diff --git a/ggml/src/ggml-cuda/CMakeLists.txt b/ggml/src/ggml-cuda/CMakeLists.txt index 05a9b49e83..fa771cdd11 100644 --- a/ggml/src/ggml-cuda/CMakeLists.txt +++ b/ggml/src/ggml-cuda/CMakeLists.txt @@ -4,13 +4,16 @@ find_package(CUDAToolkit) # Remove once CCCL 3.2 has been released and bundled with CUDA Toolkit if (GGML_CUDA_CUB_3DOT2) - include(../../../cmake/CPM.cmake) - # This will automatically clone CCCL from GitHub and make the exported cmake targets available - CPMAddPackage( - NAME CCCL - GITHUB_REPOSITORY nvidia/cccl - GIT_TAG v3.2.0-rc0 # Fetches the latest commit on the main branch + include(FetchContent) + + FetchContent_Declare( + CCCL + GIT_REPOSITORY https://github.com/nvidia/cccl.git + GIT_TAG v3.2.0-rc0 + GIT_SHALLOW TRUE ) + + FetchContent_MakeAvailable(CCCL) endif() if (CUDAToolkit_FOUND) From 0f7805f32a95fff2aa35f7ef34c3d6cb8f5d456c Mon Sep 17 00:00:00 2001 From: Daniel Bevenius Date: Wed, 26 Nov 2025 13:12:36 +0100 Subject: [PATCH 040/119] common : add get_active_samplers function to check enabled samplers This commit adds a function to check if a sampler is actually enabled, meaning that it does not have values that disables its effect. This is then used by the backend samplers initialization to avoid considering samplers that are not enabled when determining the split point between them. The motivation for this is that this allows the default sampler chain for `--samplers` to be used and any sampler that is not enabled will not cause the backend samplers to be skipped. For example, before this change if the penalties sampler was included in the samplers list but had default values that disable it, it would cause the backend samplers to be skipped entirely. This commit also contains some refactoring to remove some code duplication. --- common/common.cpp | 1 - common/sampling.cpp | 240 ++++++++++++++++++++++---------------------- 2 files changed, 119 insertions(+), 122 deletions(-) diff --git a/common/common.cpp b/common/common.cpp index bf81370730..6606ab5c59 100644 --- a/common/common.cpp +++ b/common/common.cpp @@ -1019,7 +1019,6 @@ struct common_init_result common_init_from_params(common_params & params) { auto cparams = common_context_params_to_llama(params); - // backend sampling initialization if (params.sampling.backend_sampling) { llama_sampler * backend_chain = common_sampler_backend_init(model, params.sampling); if (backend_chain != nullptr) { diff --git a/common/sampling.cpp b/common/sampling.cpp index 9f7795aa41..9f1ce46680 100644 --- a/common/sampling.cpp +++ b/common/sampling.cpp @@ -165,10 +165,6 @@ struct common_sampler { mutable int64_t t_total_us = 0; }; -static bool sampler_enabled(const struct common_params_sampling & params, enum common_sampler_type type) { - return std::find(params.samplers.begin(), params.samplers.end(), type) != params.samplers.end(); -} - static bool sampler_backend_supported(enum common_sampler_type type) { switch (type) { case COMMON_SAMPLER_TYPE_TOP_K: @@ -180,10 +176,100 @@ static bool sampler_backend_supported(enum common_sampler_type type) { } } +static bool is_sampler_enabled(enum common_sampler_type type, const struct common_params_sampling & params) { + switch (type) { + case COMMON_SAMPLER_TYPE_PENALTIES: + if (params.penalty_last_n == 64 && + fabs(params.penalty_repeat) <= 1.0f && + fabs(params.penalty_freq) <= 0.0f && + fabs(params.penalty_present) <= 0.0f) { + return false; + } + break; + case COMMON_SAMPLER_TYPE_DRY: + if (params.dry_multiplier == 0.0f && params.dry_base == 1.75f) { + return false; + } + break; + case COMMON_SAMPLER_TYPE_TYPICAL_P: + if (params.typ_p == 1.0) { + return false; + } + break; + case COMMON_SAMPLER_TYPE_TOP_N_SIGMA: + if (params.top_n_sigma == -1.0) { + return false; + } + break; + case COMMON_SAMPLER_TYPE_TOP_K: + if (params.top_k <= 0) { + return false; + } + break; + case COMMON_SAMPLER_TYPE_TEMPERATURE: + if (params.temp <= 0.0f) { + return false; + } + break; + case COMMON_SAMPLER_TYPE_MIN_P: + if (params.min_p <= 0.0f) { + return false; + } + break; + case COMMON_SAMPLER_TYPE_TOP_P: + if (params.top_p >= 1.0f) { + return false; + } + break; + case COMMON_SAMPLER_TYPE_XTC: + if (params.xtc_probability == 0.0f && params.xtc_threshold == 0.10f) { + return false; + } + break; + default: + break; + } + return true; +} + static bool has_logit_bias(const struct common_params_sampling & params) { return !params.logit_bias.empty(); } +struct active_samplers { + std::vector backend_samplers; + std::vector cpu_samplers; +}; + +static struct active_samplers get_active_samplers(const struct common_params_sampling & params) { + struct active_samplers result; + + if (params.mirostat != 0) { + // Mirostat is CPU-only and overrides other samplers + for (const auto & sampler_type : params.samplers) { + if (is_sampler_enabled(sampler_type, params)) { + result.cpu_samplers.push_back(sampler_type); + } + } + return result; + } + + bool backend_supported = params.backend_sampling; + + for (const auto & sampler_type : params.samplers) { + if (!is_sampler_enabled(sampler_type, params)) { + continue; + } + + if (backend_supported && sampler_backend_supported(sampler_type)) { + result.backend_samplers.push_back(sampler_type); + } else { + result.cpu_samplers.push_back(sampler_type); + } + } + return result; +} + std::string common_params_sampling::print() const { char result[1024]; @@ -200,6 +286,14 @@ std::string common_params_sampling::print() const { return std::string(result); } +struct backend_chain_data { + struct llama_sampler * chain; + size_t count; +}; + +static struct backend_chain_data backend_samplers_init(const struct llama_model * model, const struct common_params_sampling & params, + struct active_samplers get_active_samplers); + struct common_sampler * common_sampler_init(const struct llama_model * model, const struct common_params_sampling & params) { const llama_vocab * vocab = llama_model_get_vocab(model); @@ -277,69 +371,9 @@ struct common_sampler * common_sampler_init(const struct llama_model * model, co /* .cur_p = */ {}, }; - size_t backend_sampler_count = 0; - if (params.backend_sampling && params.mirostat == 0) { - if (has_logit_bias(params)) { - backend_sampler_count++; - } - - // Find the longest contiguous chain of backend-supported samplers from the start - for (const auto & sampler_type : params.samplers) { - if (sampler_backend_supported(sampler_type)) { - backend_sampler_count++; - } else { - break; - } - } - } - - // If the samplers combination is supported then we can build the backend chain. - if (backend_sampler_count > 0 || (params.backend_sampling && has_logit_bias(params))) { - llama_sampler_chain_params backend_params = llama_sampler_chain_default_params(); - backend_params.no_perf = params.no_perf; - result->backend_chain = llama_sampler_chain_init(backend_params); - - if (has_logit_bias(params)) { - llama_sampler_chain_add(result->backend_chain, - llama_sampler_backend_init_logit_bias( - llama_vocab_n_tokens(vocab), - params.logit_bias.size(), - params.logit_bias.data())); - } - - size_t backend_idx = 0; - for (const auto & sampler_type : params.samplers) { - if (backend_idx >= backend_sampler_count - has_logit_bias(params)) { - break; - } - - switch (sampler_type) { - case COMMON_SAMPLER_TYPE_TOP_K: - if (params.top_k > 0) { - llama_sampler_chain_add(result->backend_chain, llama_sampler_backend_init_top_k(params.top_k)); - } - backend_idx++; - break; - case COMMON_SAMPLER_TYPE_TEMPERATURE: - if (params.temp > 0.0f) { - llama_sampler_chain_add(result->backend_chain, llama_sampler_backend_init_temp(params.temp)); - } - backend_idx++; - break; - case COMMON_SAMPLER_TYPE_MIN_P: - if (params.min_p > 0.0f) { - llama_sampler_chain_add(result->backend_chain, llama_sampler_backend_init_min_p(params.min_p)); - } - backend_idx++; - break; - default: - GGML_ASSERT(false && "unsupported backend sampler"); - } - } - } - - size_t cpu_start_idx = backend_sampler_count - has_logit_bias(params); - bool cpu_has_samplers = cpu_start_idx < params.samplers.size(); + struct active_samplers active_samplers = get_active_samplers(params); + backend_chain_data backend_data = backend_samplers_init(model, params, active_samplers); + result->backend_chain = backend_data.chain; // Build CPU chain if (!params.backend_sampling || !has_logit_bias(params)) { @@ -352,8 +386,7 @@ struct common_sampler * common_sampler_init(const struct llama_model * model, co if (params.mirostat == 0) { // Add remaining CPU samplers - for (size_t i = cpu_start_idx; i < params.samplers.size(); i++) { - const auto & cnstr = params.samplers[i]; + for (const auto & cnstr : active_samplers.cpu_samplers) { switch (cnstr) { case COMMON_SAMPLER_TYPE_DRY: { @@ -398,10 +431,7 @@ struct common_sampler * common_sampler_init(const struct llama_model * model, co } } - // If all samplers are on backend, add dist to backend; otherwise add to CPU - if (result->backend_chain && !cpu_has_samplers) { - llama_sampler_chain_add(result->backend_chain, llama_sampler_backend_init_dist(params.seed)); - } else { + if (!active_samplers.cpu_samplers.empty()) { llama_sampler_chain_add(result->chain, llama_sampler_init_dist(params.seed)); } } else if (params.mirostat == 1) { @@ -417,35 +447,17 @@ struct common_sampler * common_sampler_init(const struct llama_model * model, co return result; } -struct llama_sampler * common_sampler_backend_init(const struct llama_model * model, const struct common_params_sampling & params) { - if (!params.backend_sampling || params.mirostat != 0) { - return nullptr; + +static struct backend_chain_data backend_samplers_init(const struct llama_model * model, const struct common_params_sampling & params, + struct active_samplers active_samplers) { + if (active_samplers.backend_samplers.empty()) { + return { nullptr, 0 }; } const llama_vocab * vocab = llama_model_get_vocab(model); - // Determine the split point for backend sampling using the same logic as common_sampler_init - size_t backend_sampler_count = 0; - if (has_logit_bias(params)) { - backend_sampler_count++; - } - - // Find the longest contiguous chain of backend-supported samplers from the start - for (const auto & sampler_type : params.samplers) { - if (sampler_backend_supported(sampler_type)) { - backend_sampler_count++; - } else { - break; - } - } - - if (backend_sampler_count == 0 && !has_logit_bias(params)) { - return nullptr; - } - llama_sampler_chain_params chain_params = llama_sampler_chain_default_params(); chain_params.no_perf = params.no_perf; - struct llama_sampler * chain = llama_sampler_chain_init(chain_params); // Add logit_bias to backend chain if present @@ -456,46 +468,32 @@ struct llama_sampler * common_sampler_backend_init(const struct llama_model * mo params.logit_bias.data())); } - size_t backend_idx = 0; - for (const auto & sampler_type : params.samplers) { - if (backend_idx >= backend_sampler_count - has_logit_bias(params)) { - break; - } - + for (const auto & sampler_type : active_samplers.backend_samplers) { switch (sampler_type) { case COMMON_SAMPLER_TYPE_TOP_K: - if (params.top_k > 0) { - llama_sampler_chain_add(chain, llama_sampler_backend_init_top_k(params.top_k)); - } - backend_idx++; + llama_sampler_chain_add(chain, llama_sampler_backend_init_top_k(params.top_k)); break; case COMMON_SAMPLER_TYPE_TEMPERATURE: - if (params.temp > 0.0f) { - llama_sampler_chain_add(chain, llama_sampler_backend_init_temp(params.temp)); - } - backend_idx++; + llama_sampler_chain_add(chain, llama_sampler_backend_init_temp(params.temp)); break; case COMMON_SAMPLER_TYPE_MIN_P: - if (params.min_p > 0.0f) { - llama_sampler_chain_add(chain, llama_sampler_backend_init_min_p(params.min_p)); - } - backend_idx++; + llama_sampler_chain_add(chain, llama_sampler_backend_init_min_p(params.min_p)); break; default: GGML_ASSERT(false && "unsupported backend sampler"); } } - // Determine if we should add dist sampler to backend chain - // Only add it if all samplers from params.samplers are on the backend - size_t cpu_start_idx = backend_sampler_count - has_logit_bias(params); - bool cpu_has_samplers = cpu_start_idx < params.samplers.size(); - - if (!cpu_has_samplers) { + if (active_samplers.cpu_samplers.empty()) { llama_sampler_chain_add(chain, llama_sampler_backend_init_dist(params.seed)); } - return chain; + return { chain, active_samplers.backend_samplers.size() + has_logit_bias(params) }; +} + +struct llama_sampler * common_sampler_backend_init(const struct llama_model * model, const struct common_params_sampling & params) { + struct active_samplers active_samplers = get_active_samplers(params); + return backend_samplers_init(model, params, active_samplers).chain; } void common_sampler_free(struct common_sampler * gsmpl) { From 90a3aff2c212e72e0e884a15023c51084fd18453 Mon Sep 17 00:00:00 2001 From: Daniel Bevenius Date: Wed, 26 Nov 2025 17:44:04 +0100 Subject: [PATCH 041/119] cuda : fix editorconfig-checker warning --- ggml/src/ggml-cuda/top-k.cuh | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/ggml/src/ggml-cuda/top-k.cuh b/ggml/src/ggml-cuda/top-k.cuh index 85a95bc1bc..f4d8f61e5b 100644 --- a/ggml/src/ggml-cuda/top-k.cuh +++ b/ggml/src/ggml-cuda/top-k.cuh @@ -1,3 +1,3 @@ #include "common.cuh" -void ggml_cuda_op_top_k(ggml_backend_cuda_context & ctx, ggml_tensor * dst); \ No newline at end of file +void ggml_cuda_op_top_k(ggml_backend_cuda_context & ctx, ggml_tensor * dst); From d9d736102be9c0a45a68b0df63b1f28355f519fb Mon Sep 17 00:00:00 2001 From: Daniel Bevenius Date: Thu, 27 Nov 2025 07:38:44 +0100 Subject: [PATCH 042/119] sampling : use argmax for min-p sampling --- src/llama-backend-sampler.cpp | 17 +++++------------ 1 file changed, 5 insertions(+), 12 deletions(-) diff --git a/src/llama-backend-sampler.cpp b/src/llama-backend-sampler.cpp index 34361d925a..6a3893b129 100644 --- a/src/llama-backend-sampler.cpp +++ b/src/llama-backend-sampler.cpp @@ -516,24 +516,17 @@ static void llama_sampler_backend_min_p_apply_ggml( ggml_set_name(softmax, "softmax"); // Get the sorted indices of the softmax probabilities in descending order. - struct ggml_tensor * sorted_idx = ggml_argsort(ctx, softmax, GGML_SORT_ORDER_DESC); - ggml_set_name(sorted_idx, "sorted_idx"); + struct ggml_tensor * max_idx = ggml_argmax(ctx, softmax); + ggml_set_name(max_idx, "max_idx"); - // Reshape into a row vector. struct ggml_tensor * softmax_rows = ggml_reshape_2d(ctx, softmax, 1, softmax->ne[0]); ggml_set_name(softmax_rows, "softmax_rows"); - // Get the sorted probabilities using the sorted indices so that we can get - // the max probability value, which will be the first entry in sorted_probs. - struct ggml_tensor * sorted_probs = ggml_get_rows(ctx, softmax_rows, sorted_idx); - ggml_set_name(sorted_probs, "sorted_probs"); - - // Get the max probability value from sorted_probs. - struct ggml_tensor * p_max = ggml_view_1d(ctx, sorted_probs, 1, 0); - ggml_set_name(p_max, "p_max"); + struct ggml_tensor * max_prob = ggml_get_rows(ctx, softmax_rows, max_idx); + ggml_set_name(max_prob, "max_prob"); // Calculate the threshold value. - struct ggml_tensor * threshold = ggml_scale(ctx, p_max, sctx->p); + struct ggml_tensor * threshold = ggml_scale(ctx, max_prob, sctx->p); ggml_set_name(threshold, "min_p_threshold"); // Broadcast the threshold to match the shape of softmax. From 51107a0b6329994c720aadf1200b59f1e3e04d72 Mon Sep 17 00:00:00 2001 From: Daniel Bevenius Date: Thu, 27 Nov 2025 09:18:43 +0100 Subject: [PATCH 043/119] sampling : fix temperature check to allow zero temperature This commit modifies the temperature sampling check to allow a temperature value of zero. Previously, the check only allowed positive temperature values, which excluded the valid case of zero temperature. The motivation for this is to enable a zero temperature setting which is also currently causing the following test to fail: ```console (venv) $ cd tools/server/tests (venv) $ ./tests.sh unit/test_basic.py::test_load_split_model ``` --- common/sampling.cpp | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/common/sampling.cpp b/common/sampling.cpp index 9f1ce46680..2dea7aec17 100644 --- a/common/sampling.cpp +++ b/common/sampling.cpp @@ -207,7 +207,7 @@ static bool is_sampler_enabled(enum common_sampler_type type, const struct commo } break; case COMMON_SAMPLER_TYPE_TEMPERATURE: - if (params.temp <= 0.0f) { + if (params.temp < 0.0f) { return false; } break; From 5ea3be265ba6f8916daf52e19e3fb8efe9a03637 Mon Sep 17 00:00:00 2001 From: Daniel Bevenius Date: Thu, 27 Nov 2025 09:40:13 +0100 Subject: [PATCH 044/119] cuda : fix top-k compilation when CUB is unavailable This commit adds a macro guard around argsort_f32_i32_cuda_cub usage in the top-k fallback path, falling back to bitonic sort when GGML_CUDA_USE_CUB is not defined. The motivation for this is that some environments like AMD HIP do not have CUB available, causing compilation failure. Refs: https://github.com/ggml-org/llama.cpp/actions/runs/19728226426/job/56523606840#step:6:208 --- ggml/src/ggml-cuda/top-k.cu | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/ggml/src/ggml-cuda/top-k.cu b/ggml/src/ggml-cuda/top-k.cu index ae5989cacc..912c41626b 100644 --- a/ggml/src/ggml-cuda/top-k.cu +++ b/ggml/src/ggml-cuda/top-k.cu @@ -94,7 +94,11 @@ void ggml_cuda_op_top_k(ggml_backend_cuda_context & ctx, ggml_tensor * dst) { int * tmp_dst = temp_dst_alloc.get(); if (shared_mem > max_shared_mem || ncols > 1024) { +#ifdef GGML_CUDA_USE_CUB argsort_f32_i32_cuda_cub(pool, src0_d, tmp_dst, ncols, nrows, GGML_SORT_ORDER_DESC, stream); +#else + argsort_f32_i32_cuda_bitonic(src0_d, tmp_dst, ncols, nrows, GGML_SORT_ORDER_DESC, stream); +#endif } else { argsort_f32_i32_cuda_bitonic(src0_d, tmp_dst, ncols, nrows, GGML_SORT_ORDER_DESC, stream); } From 172208afbfefc254f8c95960759799fb445cd5cb Mon Sep 17 00:00:00 2001 From: Daniel Bevenius Date: Thu, 27 Nov 2025 14:59:52 +0100 Subject: [PATCH 045/119] sampling : add comments about backend sampler [no ci] This commit adds a comment to llama_context's constructor explaining why backend samplers are initialized early in the process. --- src/llama-context.cpp | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/src/llama-context.cpp b/src/llama-context.cpp index b402f1045f..094ef0481b 100644 --- a/src/llama-context.cpp +++ b/src/llama-context.cpp @@ -58,7 +58,9 @@ llama_context::llama_context( cparams.cb_eval = params.cb_eval; cparams.cb_eval_user_data = params.cb_eval_user_data; - // backend samplers + // Initialize backend samplers here so they are part of the sampling graph + // before the reserve passes run later in this function. This avoids a later + // re-reserve when graph nodes change. if (params.samplers != nullptr && params.n_samplers > 0) { sampling.samplers.reserve(params.n_samplers); From e9d070980bf843a0d3d9052a4c7135060635dc09 Mon Sep 17 00:00:00 2001 From: Daniel Bevenius Date: Thu, 27 Nov 2025 15:28:37 +0100 Subject: [PATCH 046/119] sampling : remove backend sampling chain from common_sampler This commit removes the backend sampling chain from the common_sampler structure and related functions. The motivation for this change is that the backend samplers are not currently set on the context, and if they are they would cause the a graph reallocation to occur. Instead, the intialization is handled like it currently is by llama_context's constructor. --- common/sampling.cpp | 12 ------------ 1 file changed, 12 deletions(-) diff --git a/common/sampling.cpp b/common/sampling.cpp index 2dea7aec17..9954e2519d 100644 --- a/common/sampling.cpp +++ b/common/sampling.cpp @@ -106,7 +106,6 @@ struct common_sampler { struct llama_sampler * grmr; struct llama_sampler * chain; // CPU sampling chain - struct llama_sampler * backend_chain; // Backend sampling chain ring_buffer prev; @@ -119,9 +118,6 @@ struct common_sampler { llama_sampler_reset(grmr); llama_sampler_reset(chain); - if (backend_chain) { - llama_sampler_reset(backend_chain); - } } void set_logits(struct llama_context * ctx, int idx) { @@ -365,15 +361,12 @@ struct common_sampler * common_sampler_init(const struct llama_model * model, co /* .params = */ params, /* .grmr = */ grmr, /* .chain = */ llama_sampler_chain_init(lparams), - /* .backend_chain = */ nullptr, /* .prev = */ ring_buffer(std::max(32, params.n_prev)), /* .cur = */ {}, /* .cur_p = */ {}, }; struct active_samplers active_samplers = get_active_samplers(params); - backend_chain_data backend_data = backend_samplers_init(model, params, active_samplers); - result->backend_chain = backend_data.chain; // Build CPU chain if (!params.backend_sampling || !has_logit_bias(params)) { @@ -501,10 +494,6 @@ void common_sampler_free(struct common_sampler * gsmpl) { llama_sampler_free(gsmpl->grmr); llama_sampler_free(gsmpl->chain); - if (gsmpl->backend_chain) { - llama_sampler_free(gsmpl->backend_chain); - } - delete gsmpl; } } @@ -530,7 +519,6 @@ struct common_sampler * common_sampler_clone(common_sampler * gsmpl) { /* .params = */ gsmpl->params, /* .grmr = */ llama_sampler_clone(gsmpl->grmr), /* .chain = */ llama_sampler_clone(gsmpl->chain), - /* .backend_chain = */ gsmpl->backend_chain ? llama_sampler_clone(gsmpl->backend_chain) : nullptr, /* .prev = */ gsmpl->prev, /* .cur = */ gsmpl->cur, /* .cur_p = */ gsmpl->cur_p, From f9889cf1c7f3115f31e0c5f3e60305a24052f8f9 Mon Sep 17 00:00:00 2001 From: Oliver Simons Date: Thu, 27 Nov 2025 16:40:41 +0100 Subject: [PATCH 047/119] Fix top-k comp & behavior for non-CUB path Some changes were made in 5ea3be265ba6f8916daf52e19e3fb8efe9a03637 which were incomplete. In the case of non-CUB, bitonic sort and its limitations of ncols < 1024 have to apply, similar to argsort.cu --- ggml/src/ggml-cuda/ggml-cuda.cu | 1 - ggml/src/ggml-cuda/top-k.cu | 16 +++++++++------- 2 files changed, 9 insertions(+), 8 deletions(-) diff --git a/ggml/src/ggml-cuda/ggml-cuda.cu b/ggml/src/ggml-cuda/ggml-cuda.cu index ea4763fa6e..b6ac36a23c 100644 --- a/ggml/src/ggml-cuda/ggml-cuda.cu +++ b/ggml/src/ggml-cuda/ggml-cuda.cu @@ -4238,7 +4238,6 @@ static bool ggml_backend_cuda_device_supports_op(ggml_backend_dev_t dev, const g case GGML_OP_SUM: return ggml_is_contiguous_rows(op->src[0]); case GGML_OP_TOP_K: - return true; case GGML_OP_ARGSORT: #ifndef GGML_CUDA_USE_CUB return op->src[0]->ne[0] <= 1024; diff --git a/ggml/src/ggml-cuda/top-k.cu b/ggml/src/ggml-cuda/top-k.cu index 912c41626b..7d66fec495 100644 --- a/ggml/src/ggml-cuda/top-k.cu +++ b/ggml/src/ggml-cuda/top-k.cu @@ -50,7 +50,7 @@ static void top_k_cub(ggml_cuda_pool & pool, DeviceTopK::MaxPairs(d_temp_storage, temp_storage_bytes, temp_keys, temp_keys, temp_indices, dst, ncols, k, env); } -#else +#elif defined(GGML_CUDA_USE_CUB) // CUB_TOP_K_AVAILABLE static int next_power_of_2(int x) { int n = 1; @@ -84,7 +84,7 @@ void ggml_cuda_op_top_k(ggml_backend_cuda_context & ctx, ggml_tensor * dst) { for (int i = 0; i < nrows; i++) { top_k_cub(pool, src0_d + i * ncols, dst_d + i * k, ncols, k, stream); } -#else +#elif defined(GGML_CUDA_USE_CUB) // CUB_TOP_K_AVAILABLE // Fall back to argsort + copy const int ncols_pad = next_power_of_2(ncols); const size_t shared_mem = ncols_pad * sizeof(int); @@ -94,15 +94,17 @@ void ggml_cuda_op_top_k(ggml_backend_cuda_context & ctx, ggml_tensor * dst) { int * tmp_dst = temp_dst_alloc.get(); if (shared_mem > max_shared_mem || ncols > 1024) { -#ifdef GGML_CUDA_USE_CUB argsort_f32_i32_cuda_cub(pool, src0_d, tmp_dst, ncols, nrows, GGML_SORT_ORDER_DESC, stream); -#else - argsort_f32_i32_cuda_bitonic(src0_d, tmp_dst, ncols, nrows, GGML_SORT_ORDER_DESC, stream); -#endif } else { argsort_f32_i32_cuda_bitonic(src0_d, tmp_dst, ncols, nrows, GGML_SORT_ORDER_DESC, stream); } CUDA_CHECK(cudaMemcpy2DAsync(dst_d, k * sizeof(int), tmp_dst, ncols * sizeof(int), k * sizeof(int), nrows, cudaMemcpyDeviceToDevice, stream)); -#endif // CUB_TOP_K_AVAILABLE +#else // GGML_CUDA_USE_CUB + ggml_cuda_pool_alloc temp_dst_alloc(pool, ncols * nrows); + int * tmp_dst = temp_dst_alloc.get(); + argsort_f32_i32_cuda_bitonic(src0_d, tmp_dst, ncols, nrows, GGML_SORT_ORDER_DESC, stream); + CUDA_CHECK(cudaMemcpy2DAsync(dst_d, k * sizeof(int), tmp_dst, ncols * sizeof(int), k * sizeof(int), nrows, + cudaMemcpyDeviceToDevice, stream)); +#endif } From 74be332e24e66c939411b5163adabc830ebd66b3 Mon Sep 17 00:00:00 2001 From: Daniel Bevenius Date: Thu, 27 Nov 2025 19:39:41 +0100 Subject: [PATCH 048/119] sampling : support intermixed backend/cpu samplers This commit updates the backend sampling implementation to support intermixed usage of backend and CPU samplers within the same batch. The initial implementation was developed as an all-or-nothing solution: either perform backend sampling for the entire batch, or perform CPU sampling for the entire batch. The motivation for this change is to support batches with mixed sequences. For example, we may have a backend sampler configured for sequence 0, while sequence 1 in the same batch uses CPU sampling. This was not supported in the initial implementation. This issue manifested in llama-server with the webui: decoding with backend samplers would work initially, but after changing to CPU sampling, a slot (sequence) could still be using a backend sampler. This meant that logits in output_reserve would not be allocated, resulting in an error. The solution in this commit inspects the batch to determine which sampling modes are needed and allocates buffers accordingly. However, there is a known inefficiency: when we have intermixed backend/CPU samplers in the same batch, we currently copy all logits to the host, even for sequences using backend samplers. Added test_backend_cpu_mixed_batch to verify correct behavior with mixed backend/CPU samplers in a single batch, including dynamic sampler switching between decode calls. --- src/llama-context.cpp | 206 ++++++++++++++++++--------------- src/llama-context.h | 2 +- tests/test-backend-sampler.cpp | 149 ++++++++++++++++++++---- 3 files changed, 242 insertions(+), 115 deletions(-) diff --git a/src/llama-context.cpp b/src/llama-context.cpp index 094ef0481b..d8fb5d782b 100644 --- a/src/llama-context.cpp +++ b/src/llama-context.cpp @@ -212,7 +212,10 @@ llama_context::llama_context( // graph outputs buffer { // resized during inference when a batch uses more outputs - if (output_reserve(params.n_seq_max) < params.n_seq_max) { + // Create a dummy batch for initialization. + llama_batch dummy_batch = {}; + dummy_batch.n_tokens = 0; + if (output_reserve(params.n_seq_max, dummy_batch) < params.n_seq_max) { throw std::runtime_error("failed to reserve initial output buffer"); } @@ -1075,7 +1078,7 @@ int llama_context::encode(const llama_batch & batch_inp) { n_queued_tokens += n_tokens; // reserve output buffer - if (output_reserve(n_tokens) < n_tokens) { + if (output_reserve(n_tokens, batch_inp) < n_tokens) { LLAMA_LOG_ERROR("%s: could not reserve space for batch with %u outputs\n", __func__, n_tokens); return -2; }; @@ -1403,7 +1406,7 @@ int llama_context::decode(const llama_batch & batch_inp) { } // reserve output buffer - if (output_reserve(n_outputs_all) < n_outputs_all) { + if (output_reserve(n_outputs_all, balloc->get_batch()) < n_outputs_all) { LLAMA_LOG_ERROR("%s: could not reserve space for batch with %d outputs\n", __func__, n_outputs_all); return -2; }; @@ -1493,82 +1496,83 @@ int llama_context::decode(const llama_batch & batch_inp) { } - if (!backend_has_sampled) { - auto * t_logits = res->get_logits(); - auto * t_embd = cparams.embeddings ? res->get_embd() : nullptr; + auto * t_logits = res->get_logits(); + auto * t_embd = cparams.embeddings ? res->get_embd() : nullptr; - if (t_embd && res->get_embd_pooled()) { - t_embd = res->get_embd_pooled(); + if (t_embd && res->get_embd_pooled()) { + t_embd = res->get_embd_pooled(); + } + + // extract logits + // For multipsequence batches that mix backend samplers and CPU sampler + // this is currently inefficient as we copy all logits even for the + // backend sampled tokens. + if (logits && t_logits && n_outputs > 0) { + ggml_backend_t backend_res = ggml_backend_sched_get_tensor_backend(sched.get(), t_logits); + GGML_ASSERT(backend_res != nullptr); + GGML_ASSERT(logits != nullptr); + + float * logits_out = logits + n_outputs_prev*n_vocab; + + if (n_outputs) { + GGML_ASSERT( n_outputs_prev + n_outputs <= n_outputs_all); + GGML_ASSERT((n_outputs_prev + n_outputs)*n_vocab <= (int64_t) logits_size); + ggml_backend_tensor_get_async(backend_res, t_logits, logits_out, 0, n_outputs*n_vocab*sizeof(float)); } + } - // extract logits - if (t_logits && n_outputs > 0) { - ggml_backend_t backend_res = ggml_backend_sched_get_tensor_backend(sched.get(), t_logits); - GGML_ASSERT(backend_res != nullptr); - GGML_ASSERT(logits != nullptr); + // extract embeddings + if (embd && t_embd && n_outputs > 0) { + ggml_backend_t backend_embd = ggml_backend_sched_get_tensor_backend(sched.get(), t_embd); + GGML_ASSERT(backend_embd != nullptr); - float * logits_out = logits + n_outputs_prev*n_vocab; + switch (cparams.pooling_type) { + case LLAMA_POOLING_TYPE_NONE: + { + // extract token embeddings + GGML_ASSERT(embd != nullptr); + float * embd_out = embd + n_outputs_prev*n_embd; - if (n_outputs) { - GGML_ASSERT( n_outputs_prev + n_outputs <= n_outputs_all); - GGML_ASSERT((n_outputs_prev + n_outputs)*n_vocab <= (int64_t) logits_size); - ggml_backend_tensor_get_async(backend_res, t_logits, logits_out, 0, n_outputs*n_vocab*sizeof(float)); - } - } - - // extract embeddings - if (t_embd && n_outputs > 0) { - ggml_backend_t backend_embd = ggml_backend_sched_get_tensor_backend(sched.get(), t_embd); - GGML_ASSERT(backend_embd != nullptr); - - switch (cparams.pooling_type) { - case LLAMA_POOLING_TYPE_NONE: - { - // extract token embeddings - GGML_ASSERT(embd != nullptr); - float * embd_out = embd + n_outputs_prev*n_embd; - - if (n_outputs) { - GGML_ASSERT( n_outputs_prev + n_outputs <= n_outputs_all); - GGML_ASSERT((n_outputs_prev + n_outputs)*n_embd <= (int64_t) embd_size); - ggml_backend_tensor_get_async(backend_embd, t_embd, embd_out, 0, n_outputs*n_embd*sizeof(float)); - } - } break; - case LLAMA_POOLING_TYPE_MEAN: - case LLAMA_POOLING_TYPE_CLS: - case LLAMA_POOLING_TYPE_LAST: - { - // extract sequence embeddings (cleared before processing each batch) - auto & embd_seq_out = embd_seq; - - for (uint32_t s = 0; s < ubatch.n_seqs_unq; ++s) { - const llama_seq_id seq_id = ubatch.seq_id_unq[s]; - const int32_t seq_idx = ubatch.seq_idx[seq_id]; - - embd_seq_out[seq_id].resize(n_embd); - ggml_backend_tensor_get_async(backend_embd, t_embd, embd_seq_out[seq_id].data(), (n_embd*seq_idx)*sizeof(float), n_embd*sizeof(float)); - } - } break; - case LLAMA_POOLING_TYPE_RANK: - { - // extract the rerank score - n_cls_out floats per sequence - auto & embd_seq_out = embd_seq; - - const uint32_t n_cls_out = hparams.n_cls_out; - - for (uint32_t s = 0; s < ubatch.n_seqs_unq; ++s) { - const llama_seq_id seq_id = ubatch.seq_id_unq[s]; - const int32_t seq_idx = ubatch.seq_idx[seq_id]; - - embd_seq_out[seq_id].resize(n_cls_out); - ggml_backend_tensor_get_async(backend_embd, t_embd, embd_seq_out[seq_id].data(), (n_cls_out*seq_idx)*sizeof(float), n_cls_out*sizeof(float)); - } - } break; - case LLAMA_POOLING_TYPE_UNSPECIFIED: - { - GGML_ABORT("unknown pooling type"); + if (n_outputs) { + GGML_ASSERT( n_outputs_prev + n_outputs <= n_outputs_all); + GGML_ASSERT((n_outputs_prev + n_outputs)*n_embd <= (int64_t) embd_size); + ggml_backend_tensor_get_async(backend_embd, t_embd, embd_out, 0, n_outputs*n_embd*sizeof(float)); } - } + } break; + case LLAMA_POOLING_TYPE_MEAN: + case LLAMA_POOLING_TYPE_CLS: + case LLAMA_POOLING_TYPE_LAST: + { + // extract sequence embeddings (cleared before processing each batch) + auto & embd_seq_out = embd_seq; + + for (uint32_t s = 0; s < ubatch.n_seqs_unq; ++s) { + const llama_seq_id seq_id = ubatch.seq_id_unq[s]; + const int32_t seq_idx = ubatch.seq_idx[seq_id]; + + embd_seq_out[seq_id].resize(n_embd); + ggml_backend_tensor_get_async(backend_embd, t_embd, embd_seq_out[seq_id].data(), (n_embd*seq_idx)*sizeof(float), n_embd*sizeof(float)); + } + } break; + case LLAMA_POOLING_TYPE_RANK: + { + // extract the rerank score - n_cls_out floats per sequence + auto & embd_seq_out = embd_seq; + + const uint32_t n_cls_out = hparams.n_cls_out; + + for (uint32_t s = 0; s < ubatch.n_seqs_unq; ++s) { + const llama_seq_id seq_id = ubatch.seq_id_unq[s]; + const int32_t seq_idx = ubatch.seq_idx[seq_id]; + + embd_seq_out[seq_id].resize(n_cls_out); + ggml_backend_tensor_get_async(backend_embd, t_embd, embd_seq_out[seq_id].data(), (n_cls_out*seq_idx)*sizeof(float), n_cls_out*sizeof(float)); + } + } break; + case LLAMA_POOLING_TYPE_UNSPECIFIED: + { + GGML_ABORT("unknown pooling type"); + } } } @@ -1635,7 +1639,7 @@ int llama_context::decode(const llama_batch & batch_inp) { // output // -uint32_t llama_context::output_reserve(int32_t n_outputs) { +uint32_t llama_context::output_reserve(int32_t n_outputs, const llama_batch & batch) { const auto & hparams = model.hparams; const auto & vocab = model.vocab; @@ -1654,23 +1658,37 @@ uint32_t llama_context::output_reserve(int32_t n_outputs) { has_embd = true; } - const bool backend_sampling = !sampling.samplers.empty(); + // Check which sampling modes are needed by sequences in the current batch. + bool batch_has_backend_sampling = false; + bool batch_needs_cpu_logits = false; + + for (int32_t i = 0; i < batch.n_tokens; i++) { + if (!batch.logits[i]) { + continue; + } + for (int32_t j = 0; j < batch.n_seq_id[i]; j++) { + llama_seq_id seq_id = batch.seq_id[i][j]; + if (sampling.samplers.find(seq_id) != sampling.samplers.end()) { + batch_has_backend_sampling = true; + } else { + batch_needs_cpu_logits = true; + } + } + } + size_t backend_float_count = 0; size_t backend_token_count = 0; - if (!backend_sampling) { - logits_size = has_logits ? n_vocab*n_outputs_max : 0; - embd_size = has_embd ? n_embd*n_outputs_max : 0; + // Allocate CPU logits buffer only if needed by sequences in this batch + logits_size = (has_logits && batch_needs_cpu_logits) ? n_vocab*n_outputs_max : 0; + embd_size = has_embd ? n_embd*n_outputs_max : 0; - // reset backend sampling values. + if (!batch_has_backend_sampling) { sampling.logits_size = 0; sampling.probs_size = 0; sampling.sampled_size = 0; sampling.candidates_size = 0; } else { - logits_size = 0; - embd_size = 0; - sampling.logits_size = n_vocab*n_outputs_max; sampling.probs_size = n_vocab*n_outputs_max; sampling.sampled_size = n_outputs_max; @@ -1727,15 +1745,16 @@ uint32_t llama_context::output_reserve(int32_t n_outputs) { sampling.sampled = nullptr; sampling.candidates = nullptr; - if (!backend_sampling) { - logits = has_logits ? output_base : nullptr; - embd = has_embd ? output_base + logits_size : nullptr; - } else { - // Allocate worst case (full vocabulary size) for backend sampled - // data in the pinned memory buffer. - size_t offset = 0; - uint8_t * base = (uint8_t *) output_base; + size_t offset = 0; + uint8_t * base = (uint8_t *) output_base; + logits = (has_logits && batch_needs_cpu_logits) ? output_base : nullptr; + offset += logits_size * sizeof(float); + + embd = has_embd ? (float *) (base + offset) : nullptr; + offset += embd_size * sizeof(float); + + if (batch_has_backend_sampling) { sampling.logits = (float *) (base + offset); offset += sampling.logits_size * sizeof(float); @@ -2400,7 +2419,10 @@ size_t llama_context::state_read_data(llama_io_read_i & io) { auto n_outputs = this->n_outputs; io.read_to(&n_outputs, sizeof(n_outputs)); - if (n_outputs > output_reserve(n_outputs)) { + // Create a dummy batch for state loading. + llama_batch dummy_batch = {}; + dummy_batch.n_tokens = 0; + if (n_outputs > output_reserve(n_outputs, dummy_batch)) { throw std::runtime_error("could not reserve outputs"); } @@ -2631,7 +2653,7 @@ void llama_context::opt_epoch_iter( } // reserve output buffer - if (output_reserve(n_outputs_all) < n_outputs_all) { + if (output_reserve(n_outputs_all, balloc->get_batch()) < n_outputs_all) { LLAMA_LOG_ERROR("%s: could not reserve space for batch with %d outputs\n", __func__, n_outputs_all); GGML_ABORT("TODO: handle this error"); }; diff --git a/src/llama-context.h b/src/llama-context.h index 2bdbf8a553..1dcd3bf419 100644 --- a/src/llama-context.h +++ b/src/llama-context.h @@ -200,7 +200,7 @@ private: // Make sure enough space is available for outputs. // Returns max number of outputs for which space was reserved. - uint32_t output_reserve(int32_t n_outputs); + uint32_t output_reserve(int32_t n_outputs, const llama_batch & batch); void output_reorder(); int64_t resolve_output_row(int32_t i) const; diff --git a/tests/test-backend-sampler.cpp b/tests/test-backend-sampler.cpp index b668b88485..cd9aa003b5 100644 --- a/tests/test-backend-sampler.cpp +++ b/tests/test-backend-sampler.cpp @@ -44,7 +44,7 @@ struct test_model_context { return true; } - bool setup(const char * model_path, std::vector & configs) { + bool setup(const char * model_path, std::vector & configs, int32_t n_seq_max = -1) { if (model == nullptr) { load_model(model_path); } @@ -59,13 +59,18 @@ struct test_model_context { cparams.samplers = configs.data(); cparams.n_samplers = configs.size(); - int32_t max_seq_id = 0; - for (const auto & config : configs) { - if (config.seq_id > max_seq_id) { - max_seq_id = config.seq_id; + // If n_seq_max is not specified, calculate it from configs + if (n_seq_max < 0) { + int32_t max_seq_id = 0; + for (const auto & config : configs) { + if (config.seq_id > max_seq_id) { + max_seq_id = config.seq_id; + } } + cparams.n_seq_max = max_seq_id + 1; + } else { + cparams.n_seq_max = n_seq_max; } - cparams.n_seq_max = max_seq_id + 1; ctx = llama_init_from_model(model, cparams); if (ctx == nullptr) { @@ -280,7 +285,7 @@ static void test_backend_greedy_sampling(const char * model_path) { } if (!test_ctx.decode({{seq_id, "Some"}})) { - return; + GGML_ASSERT(false && "Failed to decode token"); } int32_t batch_idx = test_ctx.idx_for_seq(seq_id); @@ -297,7 +302,9 @@ static void test_backend_greedy_sampling(const char * model_path) { int32_t loop_idx = test_ctx.idx_for_seq(seq_id); llama_token token = llama_get_backend_sampled_token_ith(test_ctx.ctx, loop_idx); printf("Generation step %d: token id:%d, string: %s\n", i, token, test_ctx.token_to_piece(token, false).c_str()); - test_ctx.decode_token(token, 0); + if (!test_ctx.decode_token(token, 0)) { + GGML_ASSERT(false && "Failed to decode token"); + } } } @@ -316,7 +323,7 @@ static void test_backend_top_k_sampling(const char * model_path) { } if (!test_ctx.decode({{seq_id, "Hello"}})) { - return; + GGML_ASSERT(false && "Failed to decode token"); } int32_t batch_idx = test_ctx.idx_for_seq(seq_id); @@ -373,7 +380,7 @@ static void test_backend_temp_sampling(const char * model_path) { } if (!test_ctx.decode({{0, "Some where over"}, {1, "Once upon a"}})) { - return; + GGML_ASSERT(false && "Failed to decode token"); } // Verfify sequence 0 @@ -431,7 +438,7 @@ static void test_backend_min_p_sampling(const char * model_path) { } if (!test_ctx.decode({{seq_id, "Hello"}})) { - return; + GGML_ASSERT(false && "Failed to decode token"); } int32_t batch_idx = test_ctx.idx_for_seq(seq_id); @@ -464,7 +471,9 @@ static void test_backend_min_p_sampling(const char * model_path) { int32_t loop_idx = test_ctx.idx_for_seq(seq_id); llama_token token = llama_sampler_sample(chain, test_ctx.ctx, loop_idx); printf("min-p gen step %d: token id :%5.d, string: %s\n", i, token, test_ctx.token_to_piece(token, false).c_str()); - test_ctx.decode_token(token, 0); + if (!test_ctx.decode_token(token, 0)) { + GGML_ASSERT(false && "Failed to decode token"); + } } printf("min-p sampling test PASSED\n"); @@ -499,7 +508,7 @@ static void test_backend_multi_sequence_sampling(const char * model_path) { }; if (!test_ctx.decode(prompts)) { - return; + GGML_ASSERT(false && "Failed to decode token"); } // Verfiy sequence 0 @@ -535,7 +544,7 @@ static void test_backend_multi_sequence_sampling(const char * model_path) { // Decode all tokens in a single batch if (!test_ctx.decode_tokens(tokens)) { - break; + GGML_ASSERT(false && "Failed to decode token"); } } @@ -557,7 +566,7 @@ static void test_backend_dist_sampling(const char * model_path) { } if (!test_ctx.decode({{seq_id, "Some"}})) { - return; + GGML_ASSERT(false && "Failed to decode token"); } int32_t batch_idx = test_ctx.idx_for_seq(seq_id); @@ -586,7 +595,7 @@ static void test_backend_dist_sampling_and_cpu(const char * model_path) { } if (!test_ctx.decode({{seq_id, "Some"}})) { - return; + GGML_ASSERT(false && "Failed to decode token"); } int32_t batch_idx = test_ctx.idx_for_seq(seq_id); @@ -640,7 +649,7 @@ static void test_backend_logit_bias_sampling(const char * model_path) { } if (!test_ctx.decode({{seq_id, "Hello"}})) { - return; + GGML_ASSERT(false && "Failed to decode token"); } llama_token backend_token = llama_get_backend_sampled_token_ith(test_ctx.ctx, test_ctx.idx_for_seq(seq_id)); @@ -650,7 +659,7 @@ static void test_backend_logit_bias_sampling(const char * model_path) { } // This test verifies that it is possible to have two different backend sampler, -// one that used the backend dist sampler, and another that uses CPU dist sampler. +// one that uses the backend dist sampler, and another that uses CPU dist sampler. static void test_backend_mixed_sampling(const char * model_path) { test_model_context test_ctx; @@ -678,7 +687,7 @@ static void test_backend_mixed_sampling(const char * model_path) { }; if (!test_ctx.decode(prompts)) { - return; + GGML_ASSERT(false && "Failed to decode token"); } // Verfiy sequence 0 that used the dist backend sampler. @@ -720,7 +729,7 @@ static void test_backend_set_sampler(const char * model_path) { } if (!test_ctx.decode({{seq_id, "Hello"}})) { - return; + GGML_ASSERT(false && "Failed to decode token"); } int32_t batch_idx = test_ctx.idx_for_seq(seq_id); @@ -741,7 +750,7 @@ static void test_backend_set_sampler(const char * model_path) { std::map tokens = { { seq_id, backend_token}, }; if (!test_ctx.decode_tokens(tokens)) { - return; + GGML_ASSERT(false && "Failed to decode token"); } // Should not have any sampled token or probs after clearing the backend sampler. @@ -763,7 +772,7 @@ static void test_backend_set_sampler(const char * model_path) { llama_set_backend_sampler(test_ctx.ctx, seq_id, new_backend_sampler_chain); if (!test_ctx.decode_tokens(tokens2)) { - return; + GGML_ASSERT(false && "Failed to decode token"); } llama_token new_backend_token = llama_get_backend_sampled_token_ith(test_ctx.ctx, test_ctx.idx_for_seq(seq_id)); @@ -771,6 +780,101 @@ static void test_backend_set_sampler(const char * model_path) { printf("dist sampled token = %d, string='%s'\n", new_backend_token, new_backend_token_str.c_str()); } +static void test_backend_cpu_mixed_batch(const char * model_path) { + test_model_context test_ctx; + + // Sequence 0 uses backend sampling + struct llama_sampler_chain_params chain_params_0 = llama_sampler_chain_default_params(); + struct llama_sampler * sampler_chain_0 = llama_sampler_chain_init(chain_params_0); + llama_sampler_chain_add(sampler_chain_0, llama_sampler_backend_init_dist(88)); + + std::vector backend_sampler_configs = { + { 0, sampler_chain_0 }, + }; + + // We need 2 sequences: seq 0 with backend sampling, seq 1 with CPU sampling + if (!test_ctx.setup(model_path, backend_sampler_configs, 2)) { + return; + } + + std::map prompts = { + {0, "Hello"}, // Will use backend sampling + {1, "Some"} // Will use CPU sampling + }; + + if (!test_ctx.decode(prompts)) { + GGML_ASSERT(false && "Failed to decode token"); + } + + // Verify sequence 0 (backend sampled) + { + int32_t batch_idx = test_ctx.idx_for_seq(0); + llama_token token = llama_get_backend_sampled_token_ith(test_ctx.ctx, batch_idx); + const std::string token_str = test_ctx.token_to_piece(token, false); + printf("Seq 0 (backend) sampled token id=%d, string='%s'\n", token, token_str.c_str()); + GGML_ASSERT(token >= 0 && token < test_ctx.n_vocab); + } + + // Verify sequence 1 (CPU sampled) + { + int32_t batch_idx = test_ctx.idx_for_seq(1); + + llama_token backend_token = llama_get_backend_sampled_token_ith(test_ctx.ctx, batch_idx); + GGML_ASSERT(backend_token == LLAMA_TOKEN_NULL); + + struct llama_sampler_chain_params chain_params = llama_sampler_chain_default_params(); + struct llama_sampler * chain = llama_sampler_chain_init(chain_params); + llama_sampler_chain_add(chain, llama_sampler_init_greedy()); + + llama_token token = llama_sampler_sample(chain, test_ctx.ctx, batch_idx); + const std::string token_str = test_ctx.token_to_piece(token, false); + printf("Seq 1 (CPU) sampled token id=%d, string='%s'\n", token, token_str.c_str()); + GGML_ASSERT(token >= 0 && token < test_ctx.n_vocab); + llama_sampler_free(chain); + } + + // Clear/remove the backend sampler, and sample again + { + // clear the backend sampler for seq 0 so that there are no backend + // samplers. + llama_set_backend_sampler(test_ctx.ctx, 0, nullptr); + + // Create a CPU sampler and verify we can sampler from it. + struct llama_sampler_chain_params chain_params = llama_sampler_chain_default_params(); + struct llama_sampler * chain = llama_sampler_chain_init(chain_params); + llama_sampler_chain_add(chain, llama_sampler_init_greedy()); + + int32_t batch_idx = test_ctx.idx_for_seq(1); + llama_token token = llama_sampler_sample(chain, test_ctx.ctx, batch_idx); + if (!test_ctx.decode_token(token, 1)) { + GGML_ASSERT(false && "Failed to decode token"); + } + + llama_sampler_free(chain); + } + + // Set a backend sampler so that we can verify that it can be reset + { + struct llama_sampler_chain_params chain_params = llama_sampler_chain_default_params(); + struct llama_sampler * sampler_chain= llama_sampler_chain_init(chain_params); + llama_sampler_chain_add(sampler_chain, llama_sampler_backend_init_dist(88)); + + llama_set_backend_sampler(test_ctx.ctx, 0, sampler_chain); + + if (!test_ctx.decode_token(3834, 0)) { + GGML_ASSERT(false && "Failed to decode token"); + } + + int32_t batch_idx = test_ctx.idx_for_seq(0); + llama_token token = llama_get_backend_sampled_token_ith(test_ctx.ctx, batch_idx); + const std::string token_str = test_ctx.token_to_piece(token, false); + printf("re-added backend sampled token id=%d, string='%s'\n", token, token_str.c_str()); + GGML_ASSERT(token >= 0 && token < test_ctx.n_vocab); + } + + printf("backend-cpu mixed batch test PASSED\n"); +} + static void test_backend_max_outputs(const char * model_path) { test_model_context test_ctx; @@ -829,6 +933,7 @@ static const backend_test_case BACKEND_TESTS[] = { { "max_outputs", test_backend_max_outputs, true }, { "mixed", test_backend_mixed_sampling, true }, { "min_p", test_backend_min_p_sampling, true }, + { "cpu_mixed", test_backend_cpu_mixed_batch, true }, }; struct backend_cli_args { From 9ad6522be6406a6057bf9796ffac619ab8a54827 Mon Sep 17 00:00:00 2001 From: Daniel Bevenius Date: Fri, 28 Nov 2025 08:57:48 +0100 Subject: [PATCH 049/119] squash! sampling : support intermixed backend/cpu samplers Add check that logits is not null which is can happen for embeddings. --- src/llama-context.cpp | 22 ++++++++++++---------- 1 file changed, 12 insertions(+), 10 deletions(-) diff --git a/src/llama-context.cpp b/src/llama-context.cpp index d8fb5d782b..f74248127c 100644 --- a/src/llama-context.cpp +++ b/src/llama-context.cpp @@ -1662,16 +1662,18 @@ uint32_t llama_context::output_reserve(int32_t n_outputs, const llama_batch & ba bool batch_has_backend_sampling = false; bool batch_needs_cpu_logits = false; - for (int32_t i = 0; i < batch.n_tokens; i++) { - if (!batch.logits[i]) { - continue; - } - for (int32_t j = 0; j < batch.n_seq_id[i]; j++) { - llama_seq_id seq_id = batch.seq_id[i][j]; - if (sampling.samplers.find(seq_id) != sampling.samplers.end()) { - batch_has_backend_sampling = true; - } else { - batch_needs_cpu_logits = true; + if (batch.logits) { + for (int32_t i = 0; i < batch.n_tokens; i++) { + if (!batch.logits[i]) { + continue; + } + for (int32_t j = 0; j < batch.n_seq_id[i]; j++) { + llama_seq_id seq_id = batch.seq_id[i][j]; + if (sampling.samplers.find(seq_id) != sampling.samplers.end()) { + batch_has_backend_sampling = true; + } else { + batch_needs_cpu_logits = true; + } } } } From 459b7ae7b9a6885672576db141caf1c460901481 Mon Sep 17 00:00:00 2001 From: Daniel Bevenius Date: Fri, 28 Nov 2025 13:46:51 +0100 Subject: [PATCH 050/119] squash! sampling : support intermixed backend/cpu samplers Fix llama-save-load-state which currently fails by handling the case when batch.logits is nullptr (like when loading state) by allocating space for all outputs as CPU logits. --- src/llama-context.cpp | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/src/llama-context.cpp b/src/llama-context.cpp index f74248127c..b8c5accff8 100644 --- a/src/llama-context.cpp +++ b/src/llama-context.cpp @@ -1676,6 +1676,10 @@ uint32_t llama_context::output_reserve(int32_t n_outputs, const llama_batch & ba } } } + } else { + // When batch.logits is nullptr (when loading state with a dummy batch), + // allocate CPU logits. + batch_needs_cpu_logits = true; } size_t backend_float_count = 0; From 117e2079a912a03cfc16fdb380fbc19942997025 Mon Sep 17 00:00:00 2001 From: Georgi Gerganov Date: Fri, 28 Nov 2025 11:47:59 +0200 Subject: [PATCH 051/119] refactor : simplify and improve memory management --- common/common.cpp | 206 ++++++++++------ common/common.h | 34 ++- common/sampling.cpp | 229 ++++++++---------- common/sampling.h | 18 +- examples/batched/batched.cpp | 52 ++-- examples/embedding/embedding.cpp | 6 +- examples/eval-callback/eval-callback.cpp | 6 +- examples/lookahead/lookahead.cpp | 6 +- examples/lookup/lookup-create.cpp | 8 +- examples/lookup/lookup-stats.cpp | 8 +- examples/lookup/lookup.cpp | 6 +- examples/parallel/parallel.cpp | 6 +- examples/retrieval/retrieval.cpp | 6 +- examples/save-load-state/save-load-state.cpp | 6 +- .../speculative-simple/speculative-simple.cpp | 12 +- examples/speculative/speculative.cpp | 12 +- examples/training/finetune.cpp | 17 +- include/llama.h | 27 +-- src/llama-context.cpp | 47 ++-- src/llama-context.h | 2 +- src/llama-sampling.cpp | 8 +- tools/cvector-generator/cvector-generator.cpp | 6 +- tools/imatrix/imatrix.cpp | 6 +- tools/main/main.cpp | 16 +- tools/mtmd/mtmd-cli.cpp | 6 +- tools/perplexity/perplexity.cpp | 6 +- tools/server/server-task.cpp | 4 +- tools/server/server.cpp | 95 ++------ tools/tts/tts.cpp | 12 +- 29 files changed, 424 insertions(+), 449 deletions(-) diff --git a/common/common.cpp b/common/common.cpp index 6606ab5c59..321ea90e7e 100644 --- a/common/common.cpp +++ b/common/common.cpp @@ -950,31 +950,40 @@ std::vector fs_list_files(const std::string & path) { // Model utils // -static inline void common_init_sampler_from_model( +// TODO: move to common/sampling +static void common_init_sampler_from_model( const llama_model * model, common_params_sampling & sparams) { const uint64_t config = sparams.user_sampling_config; auto get_int32 = [&](const char * key, int32_t & dst, uint64_t user_config) { - if (config & user_config) return; + if (config & user_config) { + return; + } char buf[64] = {0}; if (llama_model_meta_val_str(model, key, buf, sizeof(buf)) > 0) { char * end = nullptr; int32_t v = strtol(buf, &end, 10); - if (end && end != buf) dst = v; + if (end && end != buf) { + dst = v; + } } }; auto get_float = [&](const char * key, float & dst, uint64_t user_config) { - if (config & user_config) return; + if (config & user_config) { + return; + } char buf[128] = {0}; if (llama_model_meta_val_str(model, key, buf, sizeof(buf)) > 0) { char * end = nullptr; float v = strtof(buf, &end); - if (end && end != buf) dst = v; + if (end && end != buf) { + dst = v; + } } }; @@ -1002,45 +1011,130 @@ static inline void common_init_sampler_from_model( get_float(llama_model_meta_key_str(LLAMA_MODEL_META_KEY_SAMPLING_MIROSTAT_ETA), sparams.mirostat_eta, common_params_sampling_config::COMMON_PARAMS_SAMPLING_CONFIG_MIROSTAT_ETA); } -struct common_init_result common_init_from_params(common_params & params) { - common_init_result iparams; - auto mparams = common_model_params_to_llama(params); +struct common_init_result::impl { + impl() = default; + ~impl() = default; + + llama_model_ptr model; + llama_context_ptr context; + + std::vector lora; + + std::vector samplers; + std::vector samplers_seq_config; +}; + +common_init_result::common_init_result(common_params & params) : + pimpl(new impl{}) { + const auto mparams = common_model_params_to_llama(params); llama_model * model = llama_model_load_from_file(params.model.path.c_str(), mparams); if (model == NULL) { - LOG_ERR("%s: failed to load model '%s', try reducing --n-gpu-layers if you're running out of VRAM\n", - __func__, params.model.path.c_str()); - return iparams; + return; } - common_init_sampler_from_model(model, params.sampling); + pimpl->model.reset(model); const llama_vocab * vocab = llama_model_get_vocab(model); + // updates params.sampling + // TODO: fix naming + common_init_sampler_from_model(model, params.sampling); + auto cparams = common_context_params_to_llama(params); - if (params.sampling.backend_sampling) { - llama_sampler * backend_chain = common_sampler_backend_init(model, params.sampling); - if (backend_chain != nullptr) { - iparams.samplers_seq_config.resize(cparams.n_seq_max); - for (int i = 0; i < (int) cparams.n_seq_max; ++i) { - iparams.samplers_seq_config[i] = { i, llama_sampler_clone(backend_chain) }; - } - cparams.samplers = iparams.samplers_seq_config.data(); - cparams.n_samplers = cparams.n_seq_max; + if (params.sampling.ignore_eos && llama_vocab_eos(vocab) == LLAMA_TOKEN_NULL) { + LOG_WRN("%s: warning: vocab does not have an EOS token, ignoring --ignore-eos\n", __func__); + params.sampling.ignore_eos = false; + } - llama_sampler_free(backend_chain); + // initialize once + for (llama_token i = 0; i < llama_vocab_n_tokens(vocab); i++) { + if (llama_vocab_is_eog(vocab, i)) { + LOG_INF("%s: added %s logit bias = %f\n", __func__, common_token_to_piece(vocab, i).c_str(), -INFINITY); + params.sampling.logit_bias_eog.push_back({i, -INFINITY}); } } + if (params.sampling.ignore_eos) { + // add EOG biases to the active set of logit biases + params.sampling.logit_bias.insert( + params.sampling.logit_bias.end(), + params.sampling.logit_bias_eog.begin(), params.sampling.logit_bias_eog.end()); + } + + //if (params.sampling.penalty_last_n == -1) { + // LOG_INF("%s: setting penalty_last_n to ctx_size = %d\n", __func__, llama_n_ctx(lctx)); + // params.sampling.penalty_last_n = llama_n_ctx(lctx); + //} + + //if (params.sampling.dry_penalty_last_n == -1) { + // LOG_INF("%s: setting dry_penalty_last_n to ctx_size = %d\n", __func__, llama_n_ctx(lctx)); + // params.sampling.dry_penalty_last_n = llama_n_ctx(lctx); + //} + + // init the backend samplers as part of the context creation + pimpl->samplers.resize(cparams.n_seq_max); + pimpl->samplers_seq_config.resize(cparams.n_seq_max); + + for (int i = 0; i < (int) cparams.n_seq_max; ++i) { + pimpl->samplers[i].reset(common_sampler_init(model, params.sampling)); + llama_sampler * backend_chain = common_sampler_chain_backend(pimpl->samplers[i].get()); + pimpl->samplers_seq_config[i] = { i, backend_chain }; + } + + cparams.samplers = pimpl->samplers_seq_config.data(); + cparams.n_samplers = pimpl->samplers_seq_config.size(); + llama_context * lctx = llama_init_from_model(model, cparams); if (lctx == NULL) { LOG_ERR("%s: failed to create context with model '%s', try reducing --n-gpu-layers if you're running out of VRAM\n", - __func__, params.model.path.c_str()); - llama_model_free(model); - return iparams; + __func__, params.model.path.c_str()); + return; } + pimpl->context.reset(lctx); +} + +llama_model * common_init_result::model() { + return pimpl->model.get(); +} + +llama_context * common_init_result::context() { + return pimpl->context.get(); +} + +common_sampler * common_init_result::sampler(llama_seq_id seq_id) { + return pimpl->samplers[seq_id].get(); +} + +std::vector & common_init_result::lora() { + return pimpl->lora; +} + +void common_init_result::free_context() { + pimpl->context.reset(); +} + +common_init_result_ptr common_init_from_params(common_params & params) { + common_init_result_ptr res(new common_init_result(params)); + + llama_model * model = res->model(); + if (model == NULL) { + LOG_ERR("%s: failed to load model '%s', try reducing --n-gpu-layers if you're running out of VRAM\n", + __func__, params.model.path.c_str()); + return res; + } + + llama_context * lctx = res->context(); + if (lctx == NULL) { + LOG_ERR("%s: failed to create context with model '%s', try reducing --n-gpu-layers if you're running out of VRAM\n", + __func__, params.model.path.c_str()); + return res; + } + + const llama_vocab * vocab = llama_model_get_vocab(model); + if (params.ctx_shift && !llama_memory_can_shift(llama_get_memory(lctx))) { LOG_WRN("%s: KV cache shifting is not supported for this context, disabling KV cache shifting\n", __func__); params.ctx_shift = false; @@ -1052,10 +1146,7 @@ struct common_init_result common_init_from_params(common_params & params) { const auto cvec = common_control_vector_load(params.control_vectors); if (cvec.n_embd == -1) { - llama_free(lctx); - llama_model_free(model); - - return iparams; + return res; } int err = llama_apply_adapter_cvec( @@ -1066,10 +1157,7 @@ struct common_init_result common_init_from_params(common_params & params) { params.control_vector_layer_start, params.control_vector_layer_end); if (err) { - llama_free(lctx); - llama_model_free(model); - - return iparams; + return res; } } @@ -1093,10 +1181,7 @@ struct common_init_result common_init_from_params(common_params & params) { } if (!ok) { - llama_free(lctx); - llama_model_free(model); - - return iparams; + return res; } } @@ -1106,9 +1191,7 @@ struct common_init_result common_init_from_params(common_params & params) { lora.reset(llama_adapter_lora_init(model, la.path.c_str())); if (lora == nullptr) { LOG_ERR("%s: failed to apply lora adapter '%s'\n", __func__, la.path.c_str()); - llama_free(lctx); - llama_model_free(model); - return iparams; + return res; } char buf[1024]; @@ -1117,43 +1200,13 @@ struct common_init_result common_init_from_params(common_params & params) { la.task_name = buf; llama_adapter_meta_val_str(la.ptr, "adapter.lora.prompt_prefix", buf, sizeof(buf)); la.prompt_prefix = buf; - iparams.lora.emplace_back(std::move(lora)); // copy to list of loaded adapters + res->lora().emplace_back(std::move(lora)); // copy to list of loaded adapters } if (!params.lora_init_without_apply) { common_set_adapter_lora(lctx, params.lora_adapters); } - if (params.sampling.ignore_eos && llama_vocab_eos(vocab) == LLAMA_TOKEN_NULL) { - LOG_WRN("%s: warning: vocab does not have an EOS token, ignoring --ignore-eos\n", __func__); - params.sampling.ignore_eos = false; - } - - // initialize once - for (llama_token i = 0; i < llama_vocab_n_tokens(vocab); i++) { - if (llama_vocab_is_eog(vocab, i)) { - LOG_INF("%s: added %s logit bias = %f\n", __func__, common_token_to_piece(lctx, i).c_str(), -INFINITY); - params.sampling.logit_bias_eog.push_back({i, -INFINITY}); - } - } - - if (params.sampling.ignore_eos) { - // add EOG biases to the active set of logit biases - params.sampling.logit_bias.insert( - params.sampling.logit_bias.end(), - params.sampling.logit_bias_eog.begin(), params.sampling.logit_bias_eog.end()); - } - - if (params.sampling.penalty_last_n == -1) { - LOG_INF("%s: setting penalty_last_n to ctx_size = %d\n", __func__, llama_n_ctx(lctx)); - params.sampling.penalty_last_n = llama_n_ctx(lctx); - } - - if (params.sampling.dry_penalty_last_n == -1) { - LOG_INF("%s: setting dry_penalty_last_n to ctx_size = %d\n", __func__, llama_n_ctx(lctx)); - params.sampling.dry_penalty_last_n = llama_n_ctx(lctx); - } - if (params.warmup) { LOG_WRN("%s: warming up the model with an empty run - please wait ... (--no-warmup to disable)\n", __func__); @@ -1192,12 +1245,11 @@ struct common_init_result common_init_from_params(common_params & params) { llama_set_warmup(lctx, false); } - iparams.model.reset(model); - iparams.context.reset(lctx); - - return iparams; + return res; } +common_init_result::~common_init_result() = default; + std::string get_model_endpoint() { const char * model_endpoint_env = getenv("MODEL_ENDPOINT"); // We still respect the use of environment-variable "HF_ENDPOINT" for backward-compatibility. @@ -1206,7 +1258,9 @@ std::string get_model_endpoint() { std::string model_endpoint = "https://huggingface.co/"; if (endpoint_env) { model_endpoint = endpoint_env; - if (model_endpoint.back() != '/') model_endpoint += '/'; + if (model_endpoint.back() != '/') { + model_endpoint += '/'; + } } return model_endpoint; } diff --git a/common/common.h b/common/common.h index 8e78ab32ea..9b53d2b56f 100644 --- a/common/common.h +++ b/common/common.h @@ -192,7 +192,6 @@ struct common_params_sampling { std::vector dry_sequence_breakers = {"\n", ":", "\"", "*"}; // default sequence breakers for DRY - std::vector samplers = { COMMON_SAMPLER_TYPE_PENALTIES, COMMON_SAMPLER_TYPE_DRY, @@ -215,6 +214,16 @@ struct common_params_sampling { bool backend_sampling = false; // enable backend sampling + bool has_logit_bias() const { + return !logit_bias.empty(); + } + + bool is_disabled(enum common_sampler_type type) const; + + // remove disabled samplers + // TODO: temporary until all samplers have llama_sampler_backend_ API [LLAMA_SAMPLER_BACKEND] + void filter_disabled(); + // print the parameters into a string std::string print() const; }; @@ -650,18 +659,29 @@ std::vector fs_list_files(const std::string & path); // Model utils // +struct common_sampler; + // note: defines object's lifetime struct common_init_result { - llama_model_ptr model; - llama_context_ptr context; + common_init_result(common_params & params); + ~common_init_result(); - std::vector lora; + llama_model * model(); + llama_context * context(); + common_sampler * sampler(llama_seq_id seq_id); - std::vector samplers; - std::vector samplers_seq_config; + std::vector & lora(); + + void free_context(); + +private: + struct impl; + std::unique_ptr pimpl; }; -struct common_init_result common_init_from_params(common_params & params); +using common_init_result_ptr = std::unique_ptr; + +common_init_result_ptr common_init_from_params(common_params & params); struct llama_model_params common_model_params_to_llama ( common_params & params); struct llama_context_params common_context_params_to_llama(const common_params & params); diff --git a/common/sampling.cpp b/common/sampling.cpp index 9954e2519d..a831eac18b 100644 --- a/common/sampling.cpp +++ b/common/sampling.cpp @@ -105,7 +105,8 @@ struct common_sampler { common_params_sampling params; struct llama_sampler * grmr; - struct llama_sampler * chain; // CPU sampling chain + struct llama_sampler * chain; + struct llama_sampler * chain_backend; ring_buffer prev; @@ -118,6 +119,7 @@ struct common_sampler { llama_sampler_reset(grmr); llama_sampler_reset(chain); + llama_sampler_reset(chain_backend); } void set_logits(struct llama_context * ctx, int idx) { @@ -161,7 +163,8 @@ struct common_sampler { mutable int64_t t_total_us = 0; }; -static bool sampler_backend_supported(enum common_sampler_type type) { +// TODO: temporary until all samplers have llama_sampler_backend_ API [LLAMA_SAMPLER_BACKEND] +static bool common_sampler_type_has_backend_support(enum common_sampler_type type) { switch (type) { case COMMON_SAMPLER_TYPE_TOP_K: case COMMON_SAMPLER_TYPE_TEMPERATURE: @@ -172,98 +175,69 @@ static bool sampler_backend_supported(enum common_sampler_type type) { } } -static bool is_sampler_enabled(enum common_sampler_type type, const struct common_params_sampling & params) { +bool common_params_sampling::is_disabled(enum common_sampler_type type) const { switch (type) { case COMMON_SAMPLER_TYPE_PENALTIES: - if (params.penalty_last_n == 64 && - fabs(params.penalty_repeat) <= 1.0f && - fabs(params.penalty_freq) <= 0.0f && - fabs(params.penalty_present) <= 0.0f) { - return false; + if (penalty_last_n == 0 || (penalty_repeat == 1.0f && penalty_freq == 0.0f && penalty_present == 0.0f)) { + return true; } break; case COMMON_SAMPLER_TYPE_DRY: - if (params.dry_multiplier == 0.0f && params.dry_base == 1.75f) { - return false; + if (dry_multiplier == 0.0f || dry_base < 1.0f || dry_penalty_last_n == 0) { + return true; } break; case COMMON_SAMPLER_TYPE_TYPICAL_P: - if (params.typ_p == 1.0) { - return false; + if (typ_p >= 1.0) { + return true; } break; case COMMON_SAMPLER_TYPE_TOP_N_SIGMA: - if (params.top_n_sigma == -1.0) { - return false; + if (top_n_sigma <= 0.0) { + return true; } break; case COMMON_SAMPLER_TYPE_TOP_K: - if (params.top_k <= 0) { - return false; + if (top_k <= 0) { + return true; } break; case COMMON_SAMPLER_TYPE_TEMPERATURE: - if (params.temp < 0.0f) { - return false; + if (dynatemp_range <= 0.0f) { + return true; } break; case COMMON_SAMPLER_TYPE_MIN_P: - if (params.min_p <= 0.0f) { - return false; + if (min_p <= 0.0f) { + return true; } break; case COMMON_SAMPLER_TYPE_TOP_P: - if (params.top_p >= 1.0f) { - return false; + if (top_p >= 1.0f) { + return true; } break; case COMMON_SAMPLER_TYPE_XTC: - if (params.xtc_probability == 0.0f && params.xtc_threshold == 0.10f) { - return false; + if (xtc_probability <= 0.0f || xtc_threshold == 0.50f) { + return true; } break; default: break; } - return true; + + return false; } -static bool has_logit_bias(const struct common_params_sampling & params) { - return !params.logit_bias.empty(); -} - -struct active_samplers { - std::vector backend_samplers; - std::vector cpu_samplers; -}; - -static struct active_samplers get_active_samplers(const struct common_params_sampling & params) { - struct active_samplers result; - - if (params.mirostat != 0) { - // Mirostat is CPU-only and overrides other samplers - for (const auto & sampler_type : params.samplers) { - if (is_sampler_enabled(sampler_type, params)) { - result.cpu_samplers.push_back(sampler_type); - } - } - return result; - } - - bool backend_supported = params.backend_sampling; - - for (const auto & sampler_type : params.samplers) { - if (!is_sampler_enabled(sampler_type, params)) { - continue; - } - - if (backend_supported && sampler_backend_supported(sampler_type)) { - result.backend_samplers.push_back(sampler_type); +void common_params_sampling::filter_disabled() { + for (auto it = samplers.begin(); it != samplers.end();) { + if (is_disabled(*it)) { + LOG_WRN("%s: removing disabled sampler %s\n", __func__, common_sampler_type_to_str(*it).c_str()); + it = samplers.erase(it); } else { - result.cpu_samplers.push_back(sampler_type); + ++it; } } - return result; } std::string common_params_sampling::print() const { @@ -282,15 +256,7 @@ std::string common_params_sampling::print() const { return std::string(result); } -struct backend_chain_data { - struct llama_sampler * chain; - size_t count; -}; - -static struct backend_chain_data backend_samplers_init(const struct llama_model * model, const struct common_params_sampling & params, - struct active_samplers get_active_samplers); - -struct common_sampler * common_sampler_init(const struct llama_model * model, const struct common_params_sampling & params) { +struct common_sampler * common_sampler_init(const struct llama_model * model, struct common_params_sampling & params) { const llama_vocab * vocab = llama_model_get_vocab(model); llama_sampler_chain_params lparams = llama_sampler_chain_default_params(); @@ -357,29 +323,74 @@ struct common_sampler * common_sampler_init(const struct llama_model * model, co } } + // TODO: temporary until all samplers have llama_sampler_backend_ API [LLAMA_SAMPLER_BACKEND] + if (params.backend_sampling) { + params.filter_disabled(); + } + auto * result = new common_sampler { /* .params = */ params, /* .grmr = */ grmr, /* .chain = */ llama_sampler_chain_init(lparams), + /* .chain_backend = */ llama_sampler_chain_init(lparams), /* .prev = */ ring_buffer(std::max(32, params.n_prev)), /* .cur = */ {}, /* .cur_p = */ {}, }; - struct active_samplers active_samplers = get_active_samplers(params); + size_t idx_smpl = 0; - // Build CPU chain - if (!params.backend_sampling || !has_logit_bias(params)) { - llama_sampler_chain_add(result->chain, - llama_sampler_init_logit_bias( - llama_vocab_n_tokens(vocab), - params.logit_bias.size(), - params.logit_bias.data())); + bool is_backend = true; + + is_backend = is_backend && params.backend_sampling; + is_backend = is_backend && (params.samplers.size() == 0 || common_sampler_type_has_backend_support(params.samplers[idx_smpl])); + + if (params.has_logit_bias()) { + if (is_backend) { + llama_sampler_chain_add(result->chain_backend, + llama_sampler_backend_init_logit_bias( + llama_vocab_n_tokens(vocab), + params.logit_bias.size(), + params.logit_bias.data())); + } else { + llama_sampler_chain_add(result->chain, + llama_sampler_init_logit_bias( + llama_vocab_n_tokens(vocab), + params.logit_bias.size(), + params.logit_bias.data())); + } } if (params.mirostat == 0) { + // backend samplers are added first + while (is_backend && idx_smpl < params.samplers.size()) { + const auto & cnstr = params.samplers[idx_smpl++]; + + if (!common_sampler_type_has_backend_support(cnstr)) { + is_backend = false; + --idx_smpl; + break; + } + + switch (cnstr) { + case COMMON_SAMPLER_TYPE_TOP_K: + llama_sampler_chain_add(result->chain_backend, llama_sampler_backend_init_top_k(params.top_k)); + break; + case COMMON_SAMPLER_TYPE_TEMPERATURE: + llama_sampler_chain_add(result->chain_backend, llama_sampler_backend_init_temp(params.temp)); + break; + case COMMON_SAMPLER_TYPE_MIN_P: + llama_sampler_chain_add(result->chain_backend, llama_sampler_backend_init_min_p(params.min_p)); + break; + default: + GGML_ASSERT(false && "unsupported backend sampler"); + } + } + // Add remaining CPU samplers - for (const auto & cnstr : active_samplers.cpu_samplers) { + while (idx_smpl < params.samplers.size()) { + const auto & cnstr = params.samplers[idx_smpl++]; + switch (cnstr) { case COMMON_SAMPLER_TYPE_DRY: { @@ -424,7 +435,9 @@ struct common_sampler * common_sampler_init(const struct llama_model * model, co } } - if (!active_samplers.cpu_samplers.empty()) { + if (is_backend) { + llama_sampler_chain_add(result->chain_backend, llama_sampler_backend_init_dist(params.seed)); + } else { llama_sampler_chain_add(result->chain, llama_sampler_init_dist(params.seed)); } } else if (params.mirostat == 1) { @@ -440,59 +453,11 @@ struct common_sampler * common_sampler_init(const struct llama_model * model, co return result; } - -static struct backend_chain_data backend_samplers_init(const struct llama_model * model, const struct common_params_sampling & params, - struct active_samplers active_samplers) { - if (active_samplers.backend_samplers.empty()) { - return { nullptr, 0 }; - } - - const llama_vocab * vocab = llama_model_get_vocab(model); - - llama_sampler_chain_params chain_params = llama_sampler_chain_default_params(); - chain_params.no_perf = params.no_perf; - struct llama_sampler * chain = llama_sampler_chain_init(chain_params); - - // Add logit_bias to backend chain if present - if (has_logit_bias(params)) { - llama_sampler_chain_add(chain, llama_sampler_backend_init_logit_bias( - llama_vocab_n_tokens(vocab), - params.logit_bias.size(), - params.logit_bias.data())); - } - - for (const auto & sampler_type : active_samplers.backend_samplers) { - switch (sampler_type) { - case COMMON_SAMPLER_TYPE_TOP_K: - llama_sampler_chain_add(chain, llama_sampler_backend_init_top_k(params.top_k)); - break; - case COMMON_SAMPLER_TYPE_TEMPERATURE: - llama_sampler_chain_add(chain, llama_sampler_backend_init_temp(params.temp)); - break; - case COMMON_SAMPLER_TYPE_MIN_P: - llama_sampler_chain_add(chain, llama_sampler_backend_init_min_p(params.min_p)); - break; - default: - GGML_ASSERT(false && "unsupported backend sampler"); - } - } - - if (active_samplers.cpu_samplers.empty()) { - llama_sampler_chain_add(chain, llama_sampler_backend_init_dist(params.seed)); - } - - return { chain, active_samplers.backend_samplers.size() + has_logit_bias(params) }; -} - -struct llama_sampler * common_sampler_backend_init(const struct llama_model * model, const struct common_params_sampling & params) { - struct active_samplers active_samplers = get_active_samplers(params); - return backend_samplers_init(model, params, active_samplers).chain; -} - void common_sampler_free(struct common_sampler * gsmpl) { if (gsmpl) { llama_sampler_free(gsmpl->grmr); llama_sampler_free(gsmpl->chain); + llama_sampler_free(gsmpl->chain_backend); delete gsmpl; } @@ -519,6 +484,7 @@ struct common_sampler * common_sampler_clone(common_sampler * gsmpl) { /* .params = */ gsmpl->params, /* .grmr = */ llama_sampler_clone(gsmpl->grmr), /* .chain = */ llama_sampler_clone(gsmpl->chain), + /* .chain_backend = */ llama_sampler_clone(gsmpl->chain_backend), /* .prev = */ gsmpl->prev, /* .cur = */ gsmpl->cur, /* .cur_p = */ gsmpl->cur_p, @@ -570,6 +536,10 @@ void common_perf_print(const struct llama_context * ctx, const struct common_sam } } +struct llama_sampler * common_sampler_chain_backend(const struct common_sampler * gsmpl) { + return gsmpl->chain_backend; +} + llama_token common_sampler_sample(struct common_sampler * gsmpl, struct llama_context * ctx, int idx, bool grammar_first) { // Check if a backend sampler has already sampled a token in which case we // return that token id directly. @@ -707,7 +677,12 @@ llama_token common_sampler_last(const struct common_sampler * gsmpl) { } std::string common_sampler_print(const struct common_sampler * gsmpl) { - std::string result = "logits "; + std::string result = llama_sampler_chain_n(gsmpl->chain_backend) > 0 ? "*logits " : "logits "; + + for (int i = 0; i < llama_sampler_chain_n(gsmpl->chain_backend); i++) { + const auto * smpl = llama_sampler_chain_get(gsmpl->chain_backend, i); + result += std::string("-> *") + llama_sampler_name(smpl) + " "; + } for (int i = 0; i < llama_sampler_chain_n(gsmpl->chain); i++) { const auto * smpl = llama_sampler_chain_get(gsmpl->chain, i); diff --git a/common/sampling.h b/common/sampling.h index 0ec164de05..06f27923a0 100644 --- a/common/sampling.h +++ b/common/sampling.h @@ -36,14 +36,8 @@ struct common_sampler; // llama_sampler API overloads -struct common_sampler * common_sampler_init(const struct llama_model * model, const struct common_params_sampling & params); - -// Create a backend sampler chain from common sampling parameters -// Returns a llama_sampler chain configured with backend samplers based on the parameters -// This chain can be used per-sequence for backend-based sampling -// Note: Only samplers that have backend equivalents will be added to the chain -// The returned sampler should be freed with llama_sampler_free() -struct llama_sampler * common_sampler_backend_init(const struct llama_model * model, const struct common_params_sampling & params); +// TODO: params should become const again [LLAMA_SAMPLER_BACKEND] +struct common_sampler * common_sampler_init(const struct llama_model * model, struct common_params_sampling & params); void common_sampler_free(struct common_sampler * gsmpl); @@ -55,6 +49,8 @@ struct common_sampler * common_sampler_clone (struct common_sampler * gsmpl); // arguments can be nullptr to skip printing void common_perf_print(const struct llama_context * ctx, const struct common_sampler * gsmpl); +struct llama_sampler * common_sampler_chain_backend(const struct common_sampler * gsmpl); + // extended sampling implementation: // // - set logits @@ -114,3 +110,9 @@ std::vector common_sampler_types_from_chars(const std: llama_sampler * llama_sampler_init_llg(const llama_vocab * vocab, const char * grammar_kind, const char * grammar_data); + +struct common_sampler_deleter { + void operator()(common_sampler * s) { common_sampler_free(s); } +}; + +typedef std::unique_ptr common_sampler_ptr; diff --git a/examples/batched/batched.cpp b/examples/batched/batched.cpp index e9d1fc95c2..e23a3bab21 100644 --- a/examples/batched/batched.cpp +++ b/examples/batched/batched.cpp @@ -65,29 +65,34 @@ int main(int argc, char ** argv) { ctx_params.n_ctx = n_kv_req; ctx_params.n_batch = std::max(n_predict, n_parallel); - std::vector sampler_configs(n_parallel); - if (params.sampling.backend_sampling) { - for (int32_t i = 0; i < n_parallel; ++i) { - llama_sampler * backend_sampler = common_sampler_backend_init(model, params.sampling); - if (backend_sampler) { - sampler_configs[i] = { i, backend_sampler }; - } - } - ctx_params.samplers = sampler_configs.data(); - ctx_params.n_samplers = n_parallel; - } - - llama_context * ctx = llama_init_from_model(model, ctx_params); - auto sparams = llama_sampler_chain_default_params(); sparams.no_perf = false; - llama_sampler * smpl = llama_sampler_chain_init(sparams); + std::vector sampler_configs; - llama_sampler_chain_add(smpl, llama_sampler_init_top_k(params.sampling.top_k)); - llama_sampler_chain_add(smpl, llama_sampler_init_top_p(params.sampling.top_p, params.sampling.min_keep)); - llama_sampler_chain_add(smpl, llama_sampler_init_temp (params.sampling.temp)); - llama_sampler_chain_add(smpl, llama_sampler_init_dist (params.sampling.seed)); + for (int32_t i = 0; i < n_parallel; ++i) { + llama_sampler * smpl = llama_sampler_chain_init(sparams); + + if (params.sampling.backend_sampling) { + llama_sampler_chain_add(smpl, llama_sampler_backend_init_top_k(params.sampling.top_k)); + llama_sampler_chain_add(smpl, llama_sampler_backend_init_temp (params.sampling.temp)); + llama_sampler_chain_add(smpl, llama_sampler_backend_init_dist (params.sampling.seed)); + } else { + llama_sampler_chain_add(smpl, llama_sampler_init_top_k(params.sampling.top_k)); + llama_sampler_chain_add(smpl, llama_sampler_init_top_p(params.sampling.top_p, params.sampling.min_keep)); + llama_sampler_chain_add(smpl, llama_sampler_init_temp (params.sampling.temp)); + llama_sampler_chain_add(smpl, llama_sampler_init_dist (params.sampling.seed)); + } + + sampler_configs.push_back({ i, smpl }); + } + + if (params.sampling.backend_sampling) { + ctx_params.samplers = sampler_configs.data(); + ctx_params.n_samplers = sampler_configs.size(); + } + + llama_context * ctx = llama_init_from_model(model, ctx_params); if (ctx == NULL) { LOG_ERR("%s: error: failed to create the llama_context\n" , __func__); @@ -186,7 +191,7 @@ int main(int argc, char ** argv) { continue; } - const llama_token new_token_id = llama_sampler_sample(smpl, ctx, i_batch[i]); + const llama_token new_token_id = llama_sampler_sample(sampler_configs[i].sampler, ctx, i_batch[i]); // is it an end of generation? -> mark the stream as finished if (llama_vocab_is_eog(vocab, new_token_id) || n_cur == n_predict) { @@ -242,14 +247,17 @@ int main(int argc, char ** argv) { __func__, n_decode, (t_main_end - t_main_start) / 1000000.0f, n_decode / ((t_main_end - t_main_start) / 1000000.0f)); LOG("\n"); - llama_perf_sampler_print(smpl); + llama_perf_sampler_print(sampler_configs[0].sampler); llama_perf_context_print(ctx); fprintf(stderr, "\n"); llama_batch_free(batch); - llama_sampler_free(smpl); + for (auto & sampler_config : sampler_configs) { + llama_sampler_free(sampler_config.sampler); + } + llama_free(ctx); llama_model_free(model); diff --git a/examples/embedding/embedding.cpp b/examples/embedding/embedding.cpp index 9e3ab5905b..ccf5bb6f55 100644 --- a/examples/embedding/embedding.cpp +++ b/examples/embedding/embedding.cpp @@ -130,10 +130,10 @@ int main(int argc, char ** argv) { llama_numa_init(params.numa); // load the model - common_init_result llama_init = common_init_from_params(params); + auto llama_init = common_init_from_params(params); - llama_model * model = llama_init.model.get(); - llama_context * ctx = llama_init.context.get(); + auto * model = llama_init->model(); + auto * ctx = llama_init->context(); if (model == NULL) { LOG_ERR("%s: unable to load model\n", __func__); diff --git a/examples/eval-callback/eval-callback.cpp b/examples/eval-callback/eval-callback.cpp index 80c693ce61..408338f1af 100644 --- a/examples/eval-callback/eval-callback.cpp +++ b/examples/eval-callback/eval-callback.cpp @@ -202,10 +202,10 @@ int main(int argc, char ** argv) { params.warmup = false; // init - common_init_result llama_init = common_init_from_params(params); + auto llama_init = common_init_from_params(params); - llama_model * model = llama_init.model.get(); - llama_context * ctx = llama_init.context.get(); + auto * model = llama_init->model(); + auto * ctx = llama_init->context(); if (model == nullptr || ctx == nullptr) { LOG_ERR("%s : failed to init\n", __func__); diff --git a/examples/lookahead/lookahead.cpp b/examples/lookahead/lookahead.cpp index 1e26d8221b..f54cfdd77f 100644 --- a/examples/lookahead/lookahead.cpp +++ b/examples/lookahead/lookahead.cpp @@ -55,10 +55,10 @@ int main(int argc, char ** argv) { llama_numa_init(params.numa); // load the target model - common_init_result llama_init = common_init_from_params(params); + auto llama_init = common_init_from_params(params); - llama_model * model = llama_init.model.get(); - llama_context * ctx = llama_init.context.get(); + auto * model = llama_init->model(); + auto * ctx = llama_init->context(); auto * mem = llama_get_memory(ctx); diff --git a/examples/lookup/lookup-create.cpp b/examples/lookup/lookup-create.cpp index 3da45ed9e0..bb94a8fe06 100644 --- a/examples/lookup/lookup-create.cpp +++ b/examples/lookup/lookup-create.cpp @@ -18,16 +18,16 @@ int main(int argc, char ** argv){ llama_numa_init(params.numa); // load the model - common_init_result llama_init = common_init_from_params(params); + auto llama_init = common_init_from_params(params); - llama_model_ptr & model = llama_init.model; - llama_context_ptr & ctx = llama_init.context; + auto * model = llama_init->model(); + auto * ctx = llama_init->context(); GGML_ASSERT(model != nullptr); // tokenize the prompt std::vector inp; - inp = common_tokenize(ctx.get(), params.prompt, true, true); + inp = common_tokenize(ctx, params.prompt, true, true); fprintf(stderr, "%s: tokenization done\n", __func__); common_ngram_cache ngram_cache; diff --git a/examples/lookup/lookup-stats.cpp b/examples/lookup/lookup-stats.cpp index fcb289abe0..135f6fcab9 100644 --- a/examples/lookup/lookup-stats.cpp +++ b/examples/lookup/lookup-stats.cpp @@ -28,13 +28,13 @@ int main(int argc, char ** argv){ llama_numa_init(params.numa); // load the model - common_init_result llama_init = common_init_from_params(params); + auto llama_init = common_init_from_params(params); - llama_context_ptr & ctx = llama_init.context; + llama_context * ctx = llama_init->context(); // tokenize the prompt std::vector inp; - inp = common_tokenize(ctx.get(), params.prompt, true, true); + inp = common_tokenize(ctx, params.prompt, true, true); common_ngram_cache ngram_cache_context; common_ngram_cache ngram_cache_dynamic; @@ -65,7 +65,7 @@ int main(int argc, char ** argv){ } const int n_input = inp.size(); - const int n_ctx = llama_n_ctx(ctx.get()); + const int n_ctx = llama_n_ctx(ctx); int n_drafted = 0; int n_accept = 0; diff --git a/examples/lookup/lookup.cpp b/examples/lookup/lookup.cpp index 2bfa26b55f..27f159940a 100644 --- a/examples/lookup/lookup.cpp +++ b/examples/lookup/lookup.cpp @@ -29,10 +29,10 @@ int main(int argc, char ** argv){ llama_numa_init(params.numa); // load the model - common_init_result llama_init = common_init_from_params(params); + auto llama_init = common_init_from_params(params); - llama_model * model = llama_init.model.get(); - llama_context * ctx = llama_init.context.get(); + auto * model = llama_init->model(); + auto * ctx = llama_init->context(); const llama_vocab * vocab = llama_model_get_vocab(model); diff --git a/examples/parallel/parallel.cpp b/examples/parallel/parallel.cpp index e48f48fc32..c92173ae29 100644 --- a/examples/parallel/parallel.cpp +++ b/examples/parallel/parallel.cpp @@ -192,10 +192,10 @@ int main(int argc, char ** argv) { llama_numa_init(params.numa); // load the target model - common_init_result llama_init = common_init_from_params(params); + auto llama_init = common_init_from_params(params); - llama_model * model = llama_init.model.get(); - llama_context * ctx = llama_init.context.get(); + auto * model = llama_init->model(); + auto * ctx = llama_init->context(); auto * mem = llama_get_memory(ctx); diff --git a/examples/retrieval/retrieval.cpp b/examples/retrieval/retrieval.cpp index 042e12c2bf..2c2143ad10 100644 --- a/examples/retrieval/retrieval.cpp +++ b/examples/retrieval/retrieval.cpp @@ -149,10 +149,10 @@ int main(int argc, char ** argv) { llama_numa_init(params.numa); // load the model - common_init_result llama_init = common_init_from_params(params); + auto llama_init = common_init_from_params(params); - llama_model * model = llama_init.model.get(); - llama_context * ctx = llama_init.context.get(); + auto * model = llama_init->model(); + auto * ctx = llama_init->context(); if (model == NULL) { LOG_ERR("%s: unable to load model\n", __func__); diff --git a/examples/save-load-state/save-load-state.cpp b/examples/save-load-state/save-load-state.cpp index 1065ec6bb0..615929c1e0 100644 --- a/examples/save-load-state/save-load-state.cpp +++ b/examples/save-load-state/save-load-state.cpp @@ -34,10 +34,10 @@ int main(int argc, char ** argv) { std::string result2; // init - common_init_result llama_init = common_init_from_params(params); + auto llama_init = common_init_from_params(params); - llama_model * model = llama_init.model.get(); - llama_context * ctx = llama_init.context.get(); + auto * model = llama_init->model(); + auto * ctx = llama_init->context(); if (model == nullptr || ctx == nullptr) { fprintf(stderr, "%s : failed to init\n", __func__); diff --git a/examples/speculative-simple/speculative-simple.cpp b/examples/speculative-simple/speculative-simple.cpp index a8e53f28eb..a5bd5c9125 100644 --- a/examples/speculative-simple/speculative-simple.cpp +++ b/examples/speculative-simple/speculative-simple.cpp @@ -40,10 +40,10 @@ int main(int argc, char ** argv) { llama_context * ctx_dft = NULL; // load the target model - common_init_result llama_init_tgt = common_init_from_params(params); + auto llama_init_tgt = common_init_from_params(params); - model_tgt = llama_init_tgt.model.get(); - ctx_tgt = llama_init_tgt.context.get(); + model_tgt = llama_init_tgt->model(); + ctx_tgt = llama_init_tgt->context(); const llama_vocab * vocab = llama_model_get_vocab(model_tgt); @@ -61,10 +61,10 @@ int main(int argc, char ** argv) { params.cpuparams_batch.n_threads = params.speculative.cpuparams_batch.n_threads; params.tensor_buft_overrides = params.speculative.tensor_buft_overrides; - common_init_result llama_init_dft = common_init_from_params(params); + auto llama_init_dft = common_init_from_params(params); - //model_dft = llama_init_dft.model.get(); - ctx_dft = llama_init_dft.context.get(); + //model_dft = llama_init_dft->model(); + ctx_dft = llama_init_dft->context(); if (!common_speculative_are_compatible(ctx_tgt, ctx_dft)) { LOG_INF("the draft model '%s' is not compatible with the target model '%s'. tokens will be translated between the draft and target models.\n", params.speculative.model.path.c_str(), params.model.path.c_str()); diff --git a/examples/speculative/speculative.cpp b/examples/speculative/speculative.cpp index 5f5ac5eb64..89d3249431 100644 --- a/examples/speculative/speculative.cpp +++ b/examples/speculative/speculative.cpp @@ -71,10 +71,10 @@ int main(int argc, char ** argv) { llama_context * ctx_dft = NULL; // load the target model - common_init_result llama_init_tgt = common_init_from_params(params); + auto llama_init_tgt = common_init_from_params(params); - model_tgt = llama_init_tgt.model.get(); - ctx_tgt = llama_init_tgt.context.get(); + model_tgt = llama_init_tgt->model(); + ctx_tgt = llama_init_tgt->context(); // load the draft model params.devices = params.speculative.devices; @@ -87,10 +87,10 @@ int main(int argc, char ** argv) { params.cpuparams_batch.n_threads = params.speculative.cpuparams_batch.n_threads; params.tensor_buft_overrides = params.speculative.tensor_buft_overrides; - common_init_result llama_init_dft = common_init_from_params(params); + auto llama_init_dft = common_init_from_params(params); - model_dft = llama_init_dft.model.get(); - ctx_dft = llama_init_dft.context.get(); + model_dft = llama_init_dft->model(); + ctx_dft = llama_init_dft->context(); const llama_vocab * vocab_tgt = llama_model_get_vocab(model_tgt); const llama_vocab * vocab_dft = llama_model_get_vocab(model_dft); diff --git a/examples/training/finetune.cpp b/examples/training/finetune.cpp index 416d8d8f6c..c82de8d35d 100644 --- a/examples/training/finetune.cpp +++ b/examples/training/finetune.cpp @@ -39,9 +39,10 @@ int main(int argc, char ** argv) { llama_backend_init(); llama_numa_init(params.numa); // load the model and apply lora adapter, if any - common_init_result llama_init = common_init_from_params(params); - llama_model_ptr & model = llama_init.model; - llama_context_ptr & ctx = llama_init.context; + auto llama_init = common_init_from_params(params); + + auto * model = llama_init->model(); + auto * ctx = llama_init->context(); if (model == NULL) { LOG_ERR("%s: unable to load model\n", __func__); @@ -54,8 +55,8 @@ int main(int argc, char ** argv) { LOG_INF("%s\n", common_params_get_system_info(params).c_str()); } - std::vector tokens = common_tokenize(ctx.get(), params.prompt, true); - ggml_opt_dataset_t dataset = common_opt_dataset_init(ctx.get(), tokens, llama_n_ctx(ctx.get()) / 2); + std::vector tokens = common_tokenize(ctx, params.prompt, true); + ggml_opt_dataset_t dataset = common_opt_dataset_init(ctx, tokens, llama_n_ctx(ctx) / 2); struct lr_opt & lr = params.lr; LOG_INF("-optimizer %s -lr0 %.2g -wd %.2g -lr-min %.2g -min-epochs %.2g -epochs %d -period %.2g -val %.2g\n", @@ -70,7 +71,7 @@ int main(int argc, char ** argv) { /*get_opt_pars_ud =*/¶ms.lr, /*optimizer_type =*/params.optimizer, }; - llama_opt_init(ctx.get(), model.get(), lopt_params); + llama_opt_init(ctx, model, lopt_params); const int64_t idata_split = ggml_opt_dataset_ndata(dataset) * (1.0f - params.val_split); @@ -78,7 +79,7 @@ int main(int argc, char ** argv) { ggml_opt_result_t result_eval = ggml_opt_result_init(); for (lr.epoch = 0; lr.epoch < lr.epochs; ++lr.epoch) { - llama_opt_epoch(ctx.get(), dataset, result_train, result_eval, idata_split, + llama_opt_epoch(ctx, dataset, result_train, result_eval, idata_split, ggml_opt_epoch_callback_progress_bar, ggml_opt_epoch_callback_progress_bar); fprintf(stderr, "\n"); @@ -88,7 +89,7 @@ int main(int argc, char ** argv) { ggml_opt_result_free(result_train); ggml_opt_result_free(result_eval); - llama_model_save_to_file(model.get(), params.out_file.c_str()); + llama_model_save_to_file(model, params.out_file.c_str()); llama_backend_free(); diff --git a/include/llama.h b/include/llama.h index 50a4cc7c13..080ac27f1f 100644 --- a/include/llama.h +++ b/include/llama.h @@ -376,7 +376,7 @@ extern "C" { // try to disable when n_seq_max > 1 for improved performance when the sequences do not share a large prefix // ref: https://github.com/ggml-org/llama.cpp/pull/14363 - // backend sampler chain configuration + // backend sampler chain configuration (does not keep a reference, so make sure the caller keeps the samplers alive) struct llama_sampler_seq_config * samplers; size_t n_samplers; }; @@ -1209,10 +1209,6 @@ extern "C" { void (*init_ggml)(struct llama_sampler * smpl, ggml_backend_buffer_type_t buft); - - - // TODO: API for internal libllama usage for appending the sampling to an existing ggml_cgraph - //void (*apply_ggml) (struct llama_sampler * smpl, ...); }; struct llama_sampler { @@ -1231,18 +1227,17 @@ extern "C" { LLAMA_API struct llama_sampler * llama_sampler_clone (const struct llama_sampler * smpl); // important: do not free if the sampler has been added to a llama_sampler_chain (via llama_sampler_chain_add) LLAMA_API void llama_sampler_free ( struct llama_sampler * smpl); - LLAMA_API void llama_sampler_init_ggml(struct llama_sampler * smpl, - ggml_backend_buffer_type_t buft); - LLAMA_API void llama_sampler_set_input_ggml(struct llama_sampler * smpl); - LLAMA_API void llama_sampler_apply_ggml( struct llama_sampler * smpl, - struct ggml_context * ctx, - struct ggml_cgraph * gf, - struct llama_sampler_ggml_data * ggml_data); - LLAMA_API void llama_sampler_accept_ggml( struct llama_sampler * smpl, - struct ggml_context * ctx, - struct ggml_cgraph * gf, - struct ggml_tensor * selected_token); + LLAMA_API void llama_sampler_init_ggml (struct llama_sampler * smpl, ggml_backend_buffer_type_t buft); + LLAMA_API void llama_sampler_set_input_ggml(struct llama_sampler * smpl); + LLAMA_API void llama_sampler_apply_ggml (struct llama_sampler * smpl, + struct ggml_context * ctx, + struct ggml_cgraph * gf, + struct llama_sampler_ggml_data * ggml_data); + LLAMA_API void llama_sampler_accept_ggml (struct llama_sampler * smpl, + struct ggml_context * ctx, + struct ggml_cgraph * gf, + struct ggml_tensor * selected_token); // llama_sampler_chain // a type of llama_sampler that can chain multiple samplers one after another diff --git a/src/llama-context.cpp b/src/llama-context.cpp index b8c5accff8..3e15789f28 100644 --- a/src/llama-context.cpp +++ b/src/llama-context.cpp @@ -66,7 +66,15 @@ llama_context::llama_context( for (size_t i = 0; i < params.n_samplers; ++i) { const auto & config = params.samplers[i]; + + const int n_samplers = llama_sampler_chain_n(config.sampler); + if (n_samplers <= 0) { + continue; + } + sampling.samplers[config.seq_id] = config.sampler; + + LLAMA_LOG_INFO("%s: setting backend sampler for seq_id %d (n = %d)\n", __func__, config.seq_id, n_samplers); } } @@ -438,8 +446,8 @@ llama_context::llama_context( // Initialize the full vocabulary token ids for backend samplers. { - const llama_vocab * vocab = llama_model_get_vocab(&model); - const int n_vocab = llama_vocab_n_tokens(vocab); + const int n_vocab = model.vocab.n_tokens(); + sampling.token_ids_full_vocab.resize(n_vocab); for (int i = 0; i < n_vocab; ++i) { sampling.token_ids_full_vocab[i] = i; @@ -449,10 +457,6 @@ llama_context::llama_context( llama_context::~llama_context() { ggml_opt_free(opt_ctx); - // TODO: perhaps use a smart pointer for samplers - for (auto const& [seq_id, sampler] : sampling.samplers) { - llama_sampler_free(sampler); - } } void llama_context::synchronize() { @@ -910,31 +914,10 @@ void llama_context::set_warmup(bool value) { void llama_context::set_backend_sampler(llama_seq_id seq_id, llama_sampler * sampler) { LLAMA_LOG_DEBUG("%s: seq_id = %d, sampler = %p\n", __func__, (int) seq_id, (void *) sampler); - auto it = sampling.samplers.find(seq_id); - if (it != sampling.samplers.end()) { - // If the sampler to be set is the same that is already set, do nothing. - if (it->second == sampler) { - return; - } - - llama_sampler_free(it->second); - - // If sampler is nullptr, we remove the samppler chain for this seq_id. - // chain for this seq_id. - if (sampler == nullptr) { - sampling.samplers.erase(it); - return; - } - - // Otherwise, we replace the existing sampler with the new one. - it->second = sampler; - return; - } - - // If there is no sampler for this seq_id and the caller provides a non-null - // sampler, we set it. - if (sampler != nullptr) { + if (sampler != nullptr && llama_sampler_chain_n(sampler) > 0) { sampling.samplers[seq_id] = sampler; + } else { + sampling.samplers.erase(seq_id); } } @@ -1700,8 +1683,8 @@ uint32_t llama_context::output_reserve(int32_t n_outputs, const llama_batch & ba sampling.sampled_size = n_outputs_max; sampling.candidates_size = n_vocab*n_outputs_max; - backend_float_count = sampling.logits_size + sampling.probs_size; - backend_token_count = sampling.sampled_size + sampling.candidates_size; + backend_float_count = sampling.logits_size + sampling.probs_size; + backend_token_count = sampling.sampled_size + sampling.candidates_size; } if (output_ids.empty()) { diff --git a/src/llama-context.h b/src/llama-context.h index 1dcd3bf419..2940d337a8 100644 --- a/src/llama-context.h +++ b/src/llama-context.h @@ -258,7 +258,7 @@ private: float * logits = nullptr; struct sampling_info { - std::unordered_map samplers; + std::unordered_map samplers; float * logits = nullptr; size_t logits_size = 0; diff --git a/src/llama-sampling.cpp b/src/llama-sampling.cpp index 5c3214f029..4d1760a629 100644 --- a/src/llama-sampling.cpp +++ b/src/llama-sampling.cpp @@ -439,10 +439,10 @@ void llama_sampler_free(struct llama_sampler * smpl) { } llama_token llama_sampler_sample(struct llama_sampler * smpl, struct llama_context * ctx, int32_t idx) { - const llama_token sampled_token = llama_get_backend_sampled_token_ith(ctx, idx); - const float * sampled_probs = llama_get_backend_sampled_probs_ith(ctx, idx); - const float * sampled_logits = llama_get_backend_sampled_logits_ith(ctx, idx); - const llama_token * sampled_ids = llama_get_backend_sampled_candidates_ith(ctx, idx); + const llama_token sampled_token = llama_get_backend_sampled_token_ith (ctx, idx); + const float * sampled_probs = llama_get_backend_sampled_probs_ith (ctx, idx); + const float * sampled_logits = llama_get_backend_sampled_logits_ith (ctx, idx); + const llama_token * sampled_ids = llama_get_backend_sampled_candidates_ith(ctx, idx); // If a backend sampler has already sampled a token, return it. if (sampled_token != LLAMA_TOKEN_NULL) { diff --git a/tools/cvector-generator/cvector-generator.cpp b/tools/cvector-generator/cvector-generator.cpp index d2d97e05ce..3ba7c52950 100644 --- a/tools/cvector-generator/cvector-generator.cpp +++ b/tools/cvector-generator/cvector-generator.cpp @@ -419,10 +419,10 @@ int main(int argc, char ** argv) { llama_numa_init(params.numa); // load the model to get hparams - common_init_result llama_init = common_init_from_params(params); + auto llama_init = common_init_from_params(params); - llama_model * model = llama_init.model.get(); - llama_context * ctx = llama_init.context.get(); + auto * model = llama_init->model(); + auto * ctx = llama_init->context(); // int n_ctx = llama_n_ctx(ctx); int n_layers = llama_model_n_layer(model); diff --git a/tools/imatrix/imatrix.cpp b/tools/imatrix/imatrix.cpp index f28a036dee..669de55ddb 100644 --- a/tools/imatrix/imatrix.cpp +++ b/tools/imatrix/imatrix.cpp @@ -1265,10 +1265,10 @@ int main(int argc, char ** argv) { params.warmup = false; // init - common_init_result llama_init = common_init_from_params(params); + auto llama_init = common_init_from_params(params); - llama_model * model = llama_init.model.get(); - llama_context * ctx = llama_init.context.get(); + auto * model = llama_init->model(); + auto * ctx = llama_init->context(); if (model == nullptr || ctx == nullptr) { LOG_ERR("%s : failed to init\n", __func__); diff --git a/tools/main/main.cpp b/tools/main/main.cpp index 263387f417..6f64708dcd 100644 --- a/tools/main/main.cpp +++ b/tools/main/main.cpp @@ -138,9 +138,11 @@ int main(int argc, char ** argv) { // load the model and apply lora adapter, if any LOG_INF("%s: load the model and apply lora adapter, if any\n", __func__); - common_init_result llama_init = common_init_from_params(params); - ctx = llama_init.context.get(); - model = llama_init.model.get(); // Update pointer (now managed by llama_init) + auto llama_init = common_init_from_params(params); + + ctx = llama_init->context(); + model = llama_init->model(); + smpl = llama_init->sampler(0); if (ctx == NULL) { LOG_ERR("%s: error: unable to create context\n", __func__); @@ -470,12 +472,6 @@ int main(int argc, char ** argv) { } } - smpl = common_sampler_init(model, sparams); - if (!smpl) { - LOG_ERR("%s: failed to initialize sampling subsystem\n", __func__); - return 1; - } - LOG_INF("sampler seed: %u\n", common_sampler_get_seed(smpl)); LOG_INF("sampler params: \n%s\n", sparams.print().c_str()); LOG_INF("sampler chain: %s\n", common_sampler_print(smpl).c_str()); @@ -989,8 +985,6 @@ int main(int argc, char ** argv) { LOG("\n\n"); common_perf_print(ctx, smpl); - common_sampler_free(smpl); - llama_backend_free(); ggml_threadpool_free_fn(threadpool); diff --git a/tools/mtmd/mtmd-cli.cpp b/tools/mtmd/mtmd-cli.cpp index 6679de309b..aaec65d8ff 100644 --- a/tools/mtmd/mtmd-cli.cpp +++ b/tools/mtmd/mtmd-cli.cpp @@ -65,7 +65,7 @@ static void sigint_handler(int signo) { struct mtmd_cli_context { mtmd::context_ptr ctx_vision; - common_init_result llama_init; + common_init_result_ptr llama_init; llama_model * model; llama_context * lctx; @@ -89,8 +89,8 @@ struct mtmd_cli_context { llama_pos n_past = 0; mtmd_cli_context(common_params & params) : llama_init(common_init_from_params(params)) { - model = llama_init.model.get(); - lctx = llama_init.context.get(); + model = llama_init->model(); + lctx = llama_init->context(); vocab = llama_model_get_vocab(model); smpl = common_sampler_init(model, params.sampling); n_threads = params.cpuparams.n_threads; diff --git a/tools/perplexity/perplexity.cpp b/tools/perplexity/perplexity.cpp index caf080e8d1..1ead9c871e 100644 --- a/tools/perplexity/perplexity.cpp +++ b/tools/perplexity/perplexity.cpp @@ -2024,10 +2024,10 @@ int main(int argc, char ** argv) { llama_numa_init(params.numa); // load the model and apply lora adapter, if any - common_init_result llama_init = common_init_from_params(params); + auto llama_init = common_init_from_params(params); - llama_model * model = llama_init.model.get(); - llama_context * ctx = llama_init.context.get(); + auto * model = llama_init->model(); + auto * ctx = llama_init->context(); if (model == NULL) { LOG_ERR("%s: unable to load model\n", __func__); diff --git a/tools/server/server-task.cpp b/tools/server/server-task.cpp index d083777fa7..c38131b587 100644 --- a/tools/server/server-task.cpp +++ b/tools/server/server-task.cpp @@ -207,8 +207,8 @@ task_params server_task::params_from_json_cmpl( params.sampling.min_keep = json_value(data, "min_keep", defaults.sampling.min_keep); params.post_sampling_probs = json_value(data, "post_sampling_probs", defaults.post_sampling_probs); - const bool request_backend_sampling = json_value(data, "backend_sampling", defaults.sampling.backend_sampling); - params.sampling.backend_sampling = defaults.sampling.backend_sampling && request_backend_sampling; + const bool request_backend_sampling = json_value(data, "backend_sampling", defaults.sampling.backend_sampling); + params.sampling.backend_sampling = defaults.sampling.backend_sampling && request_backend_sampling; params.speculative.n_min = json_value(data, "speculative.n_min", defaults.speculative.n_min); params.speculative.n_max = json_value(data, "speculative.n_max", defaults.speculative.n_max); diff --git a/tools/server/server.cpp b/tools/server/server.cpp index 48a7cf2c82..0517d21518 100644 --- a/tools/server/server.cpp +++ b/tools/server/server.cpp @@ -151,8 +151,7 @@ struct server_slot { // sampling json json_schema; - struct common_sampler * smpl = nullptr; - llama_sampler * backend_sampler = nullptr; + common_sampler_ptr smpl; llama_token sampled; @@ -198,13 +197,6 @@ struct server_slot { n_draft_total = 0; n_draft_accepted = 0; - if (backend_sampler != nullptr) { - if (ctx != nullptr) { - llama_set_backend_sampler(ctx, id, nullptr); - } - backend_sampler = nullptr; - } - task.reset(); task_prev.reset(); @@ -481,8 +473,8 @@ struct server_context { common_params params_base; // note: keep these alive - they determine the lifetime of the model, context, etc. - common_init_result llama_init; - common_init_result llama_init_dft; + common_init_result_ptr llama_init; + common_init_result_ptr llama_init_dft; llama_model * model = nullptr; llama_context * ctx = nullptr; @@ -526,16 +518,6 @@ struct server_context { // Clear any sampling context for (server_slot & slot : slots) { - common_sampler_free(slot.smpl); - slot.smpl = nullptr; - - if (slot.backend_sampler != nullptr) { - if (ctx != nullptr) { - llama_set_backend_sampler(ctx, slot.id, nullptr); - } - slot.backend_sampler = nullptr; - } - llama_free(slot.ctx_dft); slot.ctx_dft = nullptr; @@ -556,8 +538,8 @@ struct server_context { llama_init = common_init_from_params(params_base); - model = llama_init.model.get(); - ctx = llama_init.context.get(); + model = llama_init->model(); + ctx = llama_init->context(); if (model == nullptr) { SRV_ERR("failed to load model, '%s'\n", params_base.model.path.c_str()); @@ -589,25 +571,25 @@ struct server_context { llama_init_dft = common_init_from_params(params_dft); - model_dft = llama_init_dft.model.get(); + model_dft = llama_init_dft->model(); if (model_dft == nullptr) { SRV_ERR("failed to load draft model, '%s'\n", params_base.speculative.model.path.c_str()); return false; } - vocab_dft_compatible = common_speculative_are_compatible(ctx, llama_init_dft.context.get()); + vocab_dft_compatible = common_speculative_are_compatible(ctx, llama_init_dft->context()); if (!vocab_dft_compatible) { SRV_INF("the draft model '%s' is not compatible with the target model '%s'. tokens will be translated between the draft and target models.\n", params_base.speculative.model.path.c_str(), params_base.model.path.c_str()); } - const int n_ctx_dft = llama_n_ctx(llama_init_dft.context.get()); + const int n_ctx_dft = llama_n_ctx(llama_init_dft->context()); cparams_dft = common_context_params_to_llama(params_dft); cparams_dft.n_batch = n_ctx_dft; // the context is not needed - we will create one for each slot - llama_init_dft.context.reset(); + llama_init_dft->free_context(); } chat_templates = common_chat_templates_init(model, params_base.chat_template); @@ -1001,23 +983,17 @@ struct server_context { // initialize samplers { - if (slot.smpl != nullptr) { - common_sampler_free(slot.smpl); - } - - slot.smpl = common_sampler_init(model, task.params.sampling); + slot.smpl.reset(common_sampler_init(model, task.params.sampling)); if (slot.smpl == nullptr) { // for now, the only error that may happen here is invalid grammar send_error(task, "Failed to parse grammar", ERROR_TYPE_INVALID_REQUEST); return false; } - SLT_INF(slot, "sampler chain: %s\n", common_sampler_print(slot.smpl).c_str()); - } + SLT_INF(slot, "sampler chain: %s\n", common_sampler_print(slot.smpl.get()).c_str()); - if (!configure_slot_backend_sampler(slot, task.params.sampling)) { - send_error(task, "Failed to configure backend samplers", ERROR_TYPE_SERVER); - return false; + llama_sampler * backend_chain = common_sampler_chain_backend(slot.smpl.get()); + llama_set_backend_sampler(ctx, slot.id, backend_chain); } // initialize draft batch @@ -1037,39 +1013,6 @@ struct server_context { return true; } - bool configure_slot_backend_sampler(server_slot & slot, const common_params_sampling & sampling) { - if (!sampling.backend_sampling) { - if (slot.backend_sampler != nullptr) { - llama_set_backend_sampler(ctx, slot.id, nullptr); - slot.backend_sampler = nullptr; - } - return true; - } - - llama_sampler * backend_chain = common_sampler_backend_init(model, sampling); - // The sampler types configured with --samplers might not be supported - // by backend samplers in which case we disable backend sampling and - // fallback to CPU only sampling. - if (backend_chain == nullptr) { - if (slot.backend_sampler != nullptr) { - llama_set_backend_sampler(ctx, slot.id, nullptr); - slot.backend_sampler = nullptr; - } - SLT_INF(slot, "%s", "no backend samplers configured (sampler chain doesn't start with backend-supported samplers)\n"); - return true; - } - - if (slot.backend_sampler != nullptr) { - llama_set_backend_sampler(ctx, slot.id, nullptr); - slot.backend_sampler = nullptr; - } - - slot.backend_sampler = backend_chain; - llama_set_backend_sampler(ctx, slot.id, backend_chain); - SLT_INF(slot, "%s", "configured backend samplers\n"); - return true; - } - bool process_token(completion_token_output & result, server_slot & slot) { // remember which tokens were sampled - used for repetition penalties during sampling const std::string token_str = result.text_to_send; @@ -1206,7 +1149,7 @@ struct server_context { size_t n_vocab = llama_vocab_n_tokens(vocab); if (post_sampling) { - const auto * cur_p = common_sampler_get_candidates(slot.smpl, true); + const auto * cur_p = common_sampler_get_candidates(slot.smpl.get(), true); const size_t max_probs = cur_p->size; // set probability for sampled token @@ -2185,13 +2128,13 @@ struct server_context { GGML_ASSERT(batch.n_tokens > 0); - common_sampler_reset(slot.smpl); + common_sampler_reset(slot.smpl.get()); // Process all prompt tokens through sampler system for (int i = 0; i < slot.task->n_tokens(); ++i) { llama_token id = input_tokens[i]; if (id != LLAMA_TOKEN_NULL) { - common_sampler_accept(slot.smpl, id, false); + common_sampler_accept(slot.smpl.get(), id, false); } } @@ -2381,11 +2324,11 @@ struct server_context { const int tok_idx = slot.i_batch - i; - llama_token id = common_sampler_sample(slot.smpl, ctx, tok_idx); + llama_token id = common_sampler_sample(slot.smpl.get(), ctx, tok_idx); slot.i_batch = -1; - common_sampler_accept(slot.smpl, id, true); + common_sampler_accept(slot.smpl.get(), id, true); slot.n_decoded += 1; @@ -2488,7 +2431,7 @@ struct server_context { llama_decode(ctx, slot.batch_spec); // the accepted tokens from the speculation - const auto ids = common_sampler_sample_and_accept_n(slot.smpl, ctx, draft); + const auto ids = common_sampler_sample_and_accept_n(slot.smpl.get(), ctx, draft); slot.n_decoded += ids.size(); diff --git a/tools/tts/tts.cpp b/tools/tts/tts.cpp index eaf56591d9..8c39fce8ba 100644 --- a/tools/tts/tts.cpp +++ b/tools/tts/tts.cpp @@ -568,10 +568,10 @@ int main(int argc, char ** argv) { llama_context * ctx_ttc = NULL; llama_context * ctx_cts = NULL; - common_init_result llama_init_ttc = common_init_from_params(params); + auto llama_init_ttc = common_init_from_params(params); - model_ttc = llama_init_ttc.model.get(); - ctx_ttc = llama_init_ttc.context.get(); + model_ttc = llama_init_ttc->model(); + ctx_ttc = llama_init_ttc->context(); if (model_ttc == nullptr || ctx_ttc == nullptr) { return ENOENT; @@ -583,10 +583,10 @@ int main(int argc, char ** argv) { params.embedding = true; params.n_ubatch = params.n_batch; - common_init_result llama_init_cts = common_init_from_params(params); + auto llama_init_cts = common_init_from_params(params); - model_cts = llama_init_cts.model.get(); - ctx_cts = llama_init_cts.context.get(); + model_cts = llama_init_cts->model(); + ctx_cts = llama_init_cts->context(); if (model_cts == nullptr || ctx_cts == nullptr) { return ENOENT; From 333da805feef6858def23ee091983e0c2827f6e7 Mon Sep 17 00:00:00 2001 From: Oliver Simons Date: Fri, 28 Nov 2025 15:08:20 +0100 Subject: [PATCH 052/119] Add initial version for top-p sampling As we only support static graphs for the time and we don't know the size of the output of top-p, we have to do value-scaling same as for min-p operator. Further improvements can be applied to the unit-test (i.e. check for equivalence of top_p happening on backend with top_p happening on cpu) and also by constructing candidates and sorting those as opposed to reversing the sort of the logits (this would be arange + get_rows instead of argsort + get_rows) --- common/sampling.cpp | 4 ++ include/llama.h | 3 + src/llama-backend-sampler.cpp | 122 +++++++++++++++++++++++++++++++++ tests/test-backend-sampler.cpp | 56 +++++++++++++++ 4 files changed, 185 insertions(+) diff --git a/common/sampling.cpp b/common/sampling.cpp index a831eac18b..94367bd307 100644 --- a/common/sampling.cpp +++ b/common/sampling.cpp @@ -169,6 +169,7 @@ static bool common_sampler_type_has_backend_support(enum common_sampler_type typ case COMMON_SAMPLER_TYPE_TOP_K: case COMMON_SAMPLER_TYPE_TEMPERATURE: case COMMON_SAMPLER_TYPE_MIN_P: + case COMMON_SAMPLER_TYPE_TOP_P: return true; default: return false; @@ -382,6 +383,9 @@ struct common_sampler * common_sampler_init(const struct llama_model * model, st case COMMON_SAMPLER_TYPE_MIN_P: llama_sampler_chain_add(result->chain_backend, llama_sampler_backend_init_min_p(params.min_p)); break; + case COMMON_SAMPLER_TYPE_TOP_P: + llama_sampler_chain_add(result->chain_backend, llama_sampler_backend_init_top_p(params.top_p)); + break; default: GGML_ASSERT(false && "unsupported backend sampler"); } diff --git a/include/llama.h b/include/llama.h index 080ac27f1f..38178d919f 100644 --- a/include/llama.h +++ b/include/llama.h @@ -1403,6 +1403,9 @@ extern "C" { /// @details Min-P filtering on backend - filter tokens with a probability less than p times the maximum probability. LLAMA_API struct llama_sampler * llama_sampler_backend_init_min_p(float p); + /// @details Top-p filtering on backend - filter all tokens with cumulative pseudo-probability less than p. + LLAMA_API struct llama_sampler * llama_sampler_backend_init_top_p(float p); + // Returns the seed used by the sampler if applicable, LLAMA_DEFAULT_SEED otherwise LLAMA_API uint32_t llama_sampler_get_seed(const struct llama_sampler * smpl); diff --git a/src/llama-backend-sampler.cpp b/src/llama-backend-sampler.cpp index 6a3893b129..a4f22055e6 100644 --- a/src/llama-backend-sampler.cpp +++ b/src/llama-backend-sampler.cpp @@ -596,3 +596,125 @@ struct llama_sampler * llama_sampler_backend_init_min_p(float p) { return sampler; } + + +struct llama_sampler_backend_top_p_ctx { + float p; + + // Only required for checking operation support and can be removed later. + ggml_backend_dev_t device; +}; + + +static void llama_sampler_backend_top_p_init_ggml( + struct llama_sampler * smpl, + ggml_backend_buffer_type_t buft) { + auto * sctx = (llama_sampler_backend_top_p_ctx *) smpl->ctx; + sctx->device = ggml_backend_buft_get_device(buft); +} + +static void llama_sampler_backend_top_p_apply_ggml( + struct llama_sampler * smpl, + struct ggml_context * ctx, + struct ggml_cgraph * gf, + struct llama_sampler_ggml_data * ggml_data) { + GGML_UNUSED(gf); + + auto * sctx = (llama_sampler_backend_top_p_ctx *) smpl->ctx; + + struct ggml_tensor * softmax = ggml_soft_max(ctx, ggml_data->logits); + ggml_set_name(softmax, "top_p_softmax"); + + // Get the sorted indices of the softmax probabilities in descending order. + struct ggml_tensor * sorted_idx = ggml_argsort(ctx, softmax, GGML_SORT_ORDER_DESC); + ggml_set_name(sorted_idx, "top_p_sorted_idx"); + + // Do the sorting via reshape + get_rows + struct ggml_tensor * softmax_reshaped = ggml_reshape_2d(ctx, softmax, 1, softmax->ne[0]); + ggml_set_name(softmax_reshaped, "top_p_softmax_reshaped"); + + struct ggml_tensor * sorted_probs = ggml_get_rows(ctx, softmax_reshaped, sorted_idx); + ggml_set_name(sorted_probs, "top_p_sorted_probs"); + + struct ggml_tensor * sorted_probs_reshaped = ggml_reshape_2d(ctx, sorted_probs, softmax->ne[0], 1); + ggml_set_name(sorted_probs_reshaped, "top_p_sorted_probs_reshaped"); + // Compute Cumulative Distribution Function (CDF) by means of GGML_OP_CUMSUM. + struct ggml_tensor * sorted_cdf = ggml_cumsum(ctx, sorted_probs_reshaped); + ggml_set_name(sorted_cdf, "top_p_sorted_cdf"); + + // Invert CDF and add top-p value so that ggml_step yields 1 for values we want to keep + struct ggml_tensor * sorted_cdf_scaled = ggml_scale_bias(ctx, sorted_cdf, -1.0f, sctx->p); + ggml_set_name(sorted_cdf_scaled, "top_p_sorted_cdf_scaled"); + + struct ggml_tensor * sorted_mask = ggml_step(ctx, sorted_cdf_scaled); + ggml_set_name(sorted_mask, "top_p_sorted_mask"); + + // reverse sorting by argsort(argsort) + // cast to F32 since cuda only supports float inputs + struct ggml_tensor * reverse_argsort = ggml_argsort(ctx, ggml_cast(ctx, sorted_idx, GGML_TYPE_F32), GGML_SORT_ORDER_ASC); + ggml_set_name(reverse_argsort, "top_p_reverse_argsort"); + + // Do the sorting via reshape + get_rows + struct ggml_tensor * sorted_reshaped_mask = ggml_reshape_2d(ctx, sorted_mask, 1, sorted_mask->ne[0]); + ggml_set_name(sorted_reshaped_mask, "top_p_sorted_reshaped_mask"); + + struct ggml_tensor * reshaped_mask = ggml_get_rows(ctx, sorted_reshaped_mask, reverse_argsort); + ggml_set_name(reshaped_mask, "top_p_reshaped_mask"); + + struct ggml_tensor * mask = ggml_reshape_2d(ctx, reshaped_mask, sorted_mask->ne[0], 1); + ggml_set_name(mask, "top_p_mask"); + + // Use ggml_scale_bias (output = (a * s) + b) which in this case becomes: + // top_p_bias = (mask * 1e9f) - 1e9f. + // So entries in the mask that we want to discard will become -1e9f, and + // others will be 0 (meaning that will not effect the logits). + const float large_val = 1e9f; + struct ggml_tensor * top_p_bias = ggml_scale_bias(ctx, mask, large_val, -large_val); + ggml_set_name(top_p_bias, "top_p_bias"); + + ggml_data->logits = ggml_add(ctx, ggml_data->logits, top_p_bias); + ggml_set_name(ggml_data->logits, "top_p_logits"); + + ggml_build_forward_expand(gf, ggml_data->logits); +} + +static const char * llama_sampler_backend_top_p_name(const struct llama_sampler *) { + return "backend-top-p"; +} + +static void llama_sampler_backend_top_p_free(struct llama_sampler * smpl) { + auto * sctx = (llama_sampler_backend_top_p_ctx *) smpl->ctx; + delete sctx; +} + +static struct llama_sampler * llama_sampler_backend_top_p_clone(const struct llama_sampler * smpl) { + auto * sctx = (llama_sampler_backend_top_p_ctx *) smpl->ctx; + return llama_sampler_backend_init_top_p(sctx->p); +} + +struct llama_sampler * llama_sampler_backend_init_top_p(float p) { + static const llama_sampler_i iface = { + /*.name =*/ llama_sampler_backend_top_p_name, + /*.accept =*/ nullptr, + /*.apply =*/ nullptr, + /*.reset =*/ nullptr, + /*.clone =*/ llama_sampler_backend_top_p_clone, + /*.free =*/ llama_sampler_backend_top_p_free, + /*.apply_ggml =*/ llama_sampler_backend_top_p_apply_ggml, + /*.accept_ggml =*/ nullptr, + /*.set_input_ggml =*/ nullptr, + /*.init_ggml =*/ llama_sampler_backend_top_p_init_ggml, + }; + + auto * sctx = new llama_sampler_backend_top_p_ctx { + /*.p =*/ p, + /*.device =*/ nullptr, + }; + + auto * sampler = new llama_sampler { + /*.iface =*/ &iface, + /*.ctx =*/ sctx, + }; + + return sampler; +} \ No newline at end of file diff --git a/tests/test-backend-sampler.cpp b/tests/test-backend-sampler.cpp index cd9aa003b5..47d2a139ea 100644 --- a/tests/test-backend-sampler.cpp +++ b/tests/test-backend-sampler.cpp @@ -481,6 +481,61 @@ static void test_backend_min_p_sampling(const char * model_path) { llama_sampler_free(chain); } +static void test_backend_top_p_sampling(const char * model_path) { + test_model_context test_ctx; + + const int seq_id = 0; + const float p = 0.9; + struct llama_sampler_chain_params backend_chain_params = llama_sampler_chain_default_params(); + struct llama_sampler * backend_sampler_chain = llama_sampler_chain_init(backend_chain_params); + llama_sampler_chain_add(backend_sampler_chain, llama_sampler_backend_init_top_p(p)); + std::vector backend_sampler_configs = {{ seq_id, backend_sampler_chain }}; + + if (!test_ctx.setup(model_path, backend_sampler_configs)) { + return; + } + + if (!test_ctx.decode({{seq_id, "Hello"}})) { + return; + } + + int32_t batch_idx = test_ctx.idx_for_seq(seq_id); + + float * logits = llama_get_backend_sampled_logits_ith(test_ctx.ctx, batch_idx); + uint32_t n_logits = llama_get_backend_sampled_logits_count_ith(test_ctx.ctx, batch_idx); + + // Print the logits that are above the min-p threshold + std::vector filtered_logits; + for (size_t i = 0; i < n_logits; ++i) { + if (logits[i] > -1e9f) { + filtered_logits.push_back(logits[i]); + } + } + GGML_ASSERT(filtered_logits.size() < (size_t) test_ctx.n_vocab); + + // Sample using CPU sampler for verification to inspect they are reasonable + struct llama_sampler_chain_params chain_params = llama_sampler_chain_default_params(); + struct llama_sampler * chain = llama_sampler_chain_init(chain_params); + llama_sampler_chain_add(chain, llama_sampler_init_dist(88)); + + llama_token token = llama_sampler_sample(chain, test_ctx.ctx, batch_idx); + const std::string token_str = test_ctx.token_to_piece(token, false); + printf("top-p cpu sampled token id:%d, string: '%s'\n", token, token_str.c_str()); + GGML_ASSERT(token >= 0 && token < test_ctx.n_vocab); + + // Decode and sampler 10 more tokens + for (int i = 0; i < 10; i++) { + int32_t loop_idx = test_ctx.idx_for_seq(seq_id); + llama_token token = llama_sampler_sample(chain, test_ctx.ctx, loop_idx); + printf("top-p gen step %d: token id :%5.d, string: %s\n", i, token, test_ctx.token_to_piece(token, false).c_str()); + test_ctx.decode_token(token, 0); + } + + printf("top-p sampling test PASSED\n"); + + llama_sampler_free(chain); +} + static void test_backend_multi_sequence_sampling(const char * model_path) { test_model_context test_ctx; @@ -934,6 +989,7 @@ static const backend_test_case BACKEND_TESTS[] = { { "mixed", test_backend_mixed_sampling, true }, { "min_p", test_backend_min_p_sampling, true }, { "cpu_mixed", test_backend_cpu_mixed_batch, true }, + { "top_p", test_backend_top_p_sampling, true }, }; struct backend_cli_args { From 8cac9dee45fa9084e213a91a19e85ddba204ae0b Mon Sep 17 00:00:00 2001 From: Daniel Bevenius Date: Fri, 28 Nov 2025 16:12:05 +0100 Subject: [PATCH 053/119] sampling : use logits directly for min-p filtering --- src/llama-backend-sampler.cpp | 26 +++++++++++--------------- 1 file changed, 11 insertions(+), 15 deletions(-) diff --git a/src/llama-backend-sampler.cpp b/src/llama-backend-sampler.cpp index a4f22055e6..42f7cf9acc 100644 --- a/src/llama-backend-sampler.cpp +++ b/src/llama-backend-sampler.cpp @@ -512,31 +512,27 @@ static void llama_sampler_backend_min_p_apply_ggml( auto * sctx = (llama_sampler_backend_min_p_ctx *) smpl->ctx; - struct ggml_tensor * softmax = ggml_soft_max(ctx, ggml_data->logits); - ggml_set_name(softmax, "softmax"); - - // Get the sorted indices of the softmax probabilities in descending order. - struct ggml_tensor * max_idx = ggml_argmax(ctx, softmax); + struct ggml_tensor * max_idx = ggml_argmax(ctx, ggml_data->logits); ggml_set_name(max_idx, "max_idx"); - struct ggml_tensor * softmax_rows = ggml_reshape_2d(ctx, softmax, 1, softmax->ne[0]); - ggml_set_name(softmax_rows, "softmax_rows"); + struct ggml_tensor * logits_rows = ggml_reshape_2d(ctx, ggml_data->logits, 1, ggml_data->logits->ne[0]); + ggml_set_name(logits_rows, "logits_rows"); - struct ggml_tensor * max_prob = ggml_get_rows(ctx, softmax_rows, max_idx); - ggml_set_name(max_prob, "max_prob"); + struct ggml_tensor * max_logit = ggml_get_rows(ctx, logits_rows, max_idx); + ggml_set_name(max_logit, "max_logit"); // Calculate the threshold value. - struct ggml_tensor * threshold = ggml_scale(ctx, max_prob, sctx->p); + struct ggml_tensor * threshold = ggml_scale_bias(ctx, max_logit, 1.0f, logf(sctx->p)); ggml_set_name(threshold, "min_p_threshold"); - // Broadcast the threshold to match the shape of softmax. - struct ggml_tensor * threshold_b = ggml_repeat(ctx, threshold, softmax); + // Broadcast the threshold to match the shape of logits. + struct ggml_tensor * threshold_b = ggml_repeat(ctx, threshold, ggml_data->logits); ggml_set_name(threshold_b, "min_p_threshold_b"); - // Subtract the threshold from softmax probabilities. - struct ggml_tensor * sub = ggml_sub(ctx, softmax, threshold_b); + // Subtract the threshold from logits. + struct ggml_tensor * sub = ggml_sub(ctx, ggml_data->logits, threshold_b); - // Create a mask where probabilities below the threshold are 0 (discard), + // Create a mask where logits below the threshold are 0 (discard), // and others are 1 (keep). struct ggml_tensor * mask = ggml_step(ctx, sub); ggml_set_name(mask, "min_p_mask"); From 2464d1b3fc0f4600c1c0b10da6c4216f6533611b Mon Sep 17 00:00:00 2001 From: Georgi Gerganov Date: Fri, 28 Nov 2025 17:21:12 +0200 Subject: [PATCH 054/119] sampling : simplify --- src/llama-backend-sampler.cpp | 11 +++-------- 1 file changed, 3 insertions(+), 8 deletions(-) diff --git a/src/llama-backend-sampler.cpp b/src/llama-backend-sampler.cpp index 42f7cf9acc..20a52866db 100644 --- a/src/llama-backend-sampler.cpp +++ b/src/llama-backend-sampler.cpp @@ -149,8 +149,7 @@ static void llama_sampler_backend_top_k_apply_ggml( fprintf(stderr, "CPU backend will be used instead which defeats the purpose of having backend samplers\n"); } - // TODO: temporary cont until https://github.com/ggml-org/llama.cpp/pull/17365 is merged - ggml_data->candidates = ggml_cont(ctx, top_k); + ggml_data->candidates = top_k; struct ggml_tensor * logits_rows = ggml_reshape_2d(ctx, ggml_data->logits, 1, ggml_data->logits->ne[0]); struct ggml_tensor * top_k_rows = ggml_get_rows(ctx, logits_rows, top_k); @@ -525,12 +524,8 @@ static void llama_sampler_backend_min_p_apply_ggml( struct ggml_tensor * threshold = ggml_scale_bias(ctx, max_logit, 1.0f, logf(sctx->p)); ggml_set_name(threshold, "min_p_threshold"); - // Broadcast the threshold to match the shape of logits. - struct ggml_tensor * threshold_b = ggml_repeat(ctx, threshold, ggml_data->logits); - ggml_set_name(threshold_b, "min_p_threshold_b"); - // Subtract the threshold from logits. - struct ggml_tensor * sub = ggml_sub(ctx, ggml_data->logits, threshold_b); + struct ggml_tensor * sub = ggml_sub(ctx, ggml_data->logits, threshold); // Create a mask where logits below the threshold are 0 (discard), // and others are 1 (keep). @@ -713,4 +708,4 @@ struct llama_sampler * llama_sampler_backend_init_top_p(float p) { }; return sampler; -} \ No newline at end of file +} From fbc8f49f3c3267ee3dba657efac4825c107265a2 Mon Sep 17 00:00:00 2001 From: Georgi Gerganov Date: Sat, 29 Nov 2025 15:58:59 +0200 Subject: [PATCH 055/119] llama : simplify --- common/sampling.cpp | 32 +- examples/batched/batched.cpp | 6 +- include/llama.h | 22 - src/CMakeLists.txt | 1 - src/llama-backend-sampler.cpp | 711 ------------------------------- src/llama-sampling.cpp | 748 ++++++++++++++++++++++++--------- tests/test-backend-sampler.cpp | 42 +- 7 files changed, 595 insertions(+), 967 deletions(-) delete mode 100644 src/llama-backend-sampler.cpp diff --git a/common/sampling.cpp b/common/sampling.cpp index 94367bd307..ca3a0f0691 100644 --- a/common/sampling.cpp +++ b/common/sampling.cpp @@ -347,19 +347,11 @@ struct common_sampler * common_sampler_init(const struct llama_model * model, st is_backend = is_backend && (params.samplers.size() == 0 || common_sampler_type_has_backend_support(params.samplers[idx_smpl])); if (params.has_logit_bias()) { - if (is_backend) { - llama_sampler_chain_add(result->chain_backend, - llama_sampler_backend_init_logit_bias( - llama_vocab_n_tokens(vocab), - params.logit_bias.size(), - params.logit_bias.data())); - } else { - llama_sampler_chain_add(result->chain, - llama_sampler_init_logit_bias( - llama_vocab_n_tokens(vocab), - params.logit_bias.size(), - params.logit_bias.data())); - } + llama_sampler_chain_add(is_backend ? result->chain_backend : result->chain, + llama_sampler_init_logit_bias( + llama_vocab_n_tokens(vocab), + params.logit_bias.size(), + params.logit_bias.data())); } if (params.mirostat == 0) { @@ -375,16 +367,16 @@ struct common_sampler * common_sampler_init(const struct llama_model * model, st switch (cnstr) { case COMMON_SAMPLER_TYPE_TOP_K: - llama_sampler_chain_add(result->chain_backend, llama_sampler_backend_init_top_k(params.top_k)); + llama_sampler_chain_add(result->chain_backend, llama_sampler_init_top_k(params.top_k)); break; case COMMON_SAMPLER_TYPE_TEMPERATURE: - llama_sampler_chain_add(result->chain_backend, llama_sampler_backend_init_temp(params.temp)); + llama_sampler_chain_add(result->chain_backend, llama_sampler_init_temp(params.temp)); break; case COMMON_SAMPLER_TYPE_MIN_P: - llama_sampler_chain_add(result->chain_backend, llama_sampler_backend_init_min_p(params.min_p)); + llama_sampler_chain_add(result->chain_backend, llama_sampler_init_min_p(params.min_p, params.min_keep)); break; case COMMON_SAMPLER_TYPE_TOP_P: - llama_sampler_chain_add(result->chain_backend, llama_sampler_backend_init_top_p(params.top_p)); + llama_sampler_chain_add(result->chain_backend, llama_sampler_init_top_p(params.top_p, params.min_keep)); break; default: GGML_ASSERT(false && "unsupported backend sampler"); @@ -439,11 +431,7 @@ struct common_sampler * common_sampler_init(const struct llama_model * model, st } } - if (is_backend) { - llama_sampler_chain_add(result->chain_backend, llama_sampler_backend_init_dist(params.seed)); - } else { - llama_sampler_chain_add(result->chain, llama_sampler_init_dist(params.seed)); - } + llama_sampler_chain_add(is_backend ? result->chain_backend : result->chain, llama_sampler_init_dist(params.seed)); } else if (params.mirostat == 1) { llama_sampler_chain_add(result->chain, llama_sampler_init_temp(params.temp)); llama_sampler_chain_add(result->chain, llama_sampler_init_mirostat(llama_vocab_n_tokens(vocab), params.seed, params.mirostat_tau, params.mirostat_eta, 100)); diff --git a/examples/batched/batched.cpp b/examples/batched/batched.cpp index e23a3bab21..97cad5d260 100644 --- a/examples/batched/batched.cpp +++ b/examples/batched/batched.cpp @@ -74,9 +74,9 @@ int main(int argc, char ** argv) { llama_sampler * smpl = llama_sampler_chain_init(sparams); if (params.sampling.backend_sampling) { - llama_sampler_chain_add(smpl, llama_sampler_backend_init_top_k(params.sampling.top_k)); - llama_sampler_chain_add(smpl, llama_sampler_backend_init_temp (params.sampling.temp)); - llama_sampler_chain_add(smpl, llama_sampler_backend_init_dist (params.sampling.seed)); + llama_sampler_chain_add(smpl, llama_sampler_init_top_k(params.sampling.top_k)); + llama_sampler_chain_add(smpl, llama_sampler_init_temp (params.sampling.temp)); + llama_sampler_chain_add(smpl, llama_sampler_init_dist (params.sampling.seed)); } else { llama_sampler_chain_add(smpl, llama_sampler_init_top_k(params.sampling.top_k)); llama_sampler_chain_add(smpl, llama_sampler_init_top_p(params.sampling.top_p, params.sampling.min_keep)); diff --git a/include/llama.h b/include/llama.h index 38178d919f..263733cf2c 100644 --- a/include/llama.h +++ b/include/llama.h @@ -1388,31 +1388,9 @@ extern "C" { // Backend samplers // - /// @details Greedy sampling on backend - always selects the token with the highest probability - LLAMA_API struct llama_sampler * llama_sampler_backend_init_greedy(void); - - /// @details Temperature scaling on backend - scales logits by 1/temperature - LLAMA_API struct llama_sampler * llama_sampler_backend_init_temp(float temp); - - /// @details Top-K filtering on backend - keeps only the k tokens with highest probabilities - LLAMA_API struct llama_sampler * llama_sampler_backend_init_top_k(int32_t k); - - /// @details Distribution sampling on backend - final sampling step that selects a token - LLAMA_API struct llama_sampler * llama_sampler_backend_init_dist(uint32_t seed); - - /// @details Min-P filtering on backend - filter tokens with a probability less than p times the maximum probability. - LLAMA_API struct llama_sampler * llama_sampler_backend_init_min_p(float p); - - /// @details Top-p filtering on backend - filter all tokens with cumulative pseudo-probability less than p. - LLAMA_API struct llama_sampler * llama_sampler_backend_init_top_p(float p); - // Returns the seed used by the sampler if applicable, LLAMA_DEFAULT_SEED otherwise LLAMA_API uint32_t llama_sampler_get_seed(const struct llama_sampler * smpl); - LLAMA_API struct llama_sampler * llama_sampler_backend_init_logit_bias(int32_t n_vocab, - int32_t n_logit_bias, - const llama_logit_bias * logit_bias); - /// @details Sample and accept a token from the idx-th output of the last evaluation // // Shorthand for: diff --git a/src/CMakeLists.txt b/src/CMakeLists.txt index 97320fe97d..f7a8c9841e 100644 --- a/src/CMakeLists.txt +++ b/src/CMakeLists.txt @@ -31,7 +31,6 @@ add_library(llama llama-model.cpp llama-quant.cpp llama-sampling.cpp - llama-backend-sampler.cpp llama-vocab.cpp unicode-data.cpp unicode.cpp diff --git a/src/llama-backend-sampler.cpp b/src/llama-backend-sampler.cpp deleted file mode 100644 index 20a52866db..0000000000 --- a/src/llama-backend-sampler.cpp +++ /dev/null @@ -1,711 +0,0 @@ -#include "llama.h" -#include "ggml.h" -#include -#include -#include -#include -#include - -static void llama_sampler_backend_greedy_apply_ggml( - struct llama_sampler * smpl, - struct ggml_context * ctx, - struct ggml_cgraph * gf, - struct llama_sampler_ggml_data * ggml_data) { - GGML_UNUSED(gf); - GGML_UNUSED(smpl); - struct ggml_tensor * argmax_result = ggml_argmax(ctx, ggml_data->logits); - ggml_set_name(argmax_result, "argmax_result"); - ggml_data->sampled = argmax_result; -} - -static const char * llama_sampler_backend_greedy_sampler_name(const struct llama_sampler *) { - return "test-ggml"; -} - -static struct llama_sampler * llama_sampler_backend_greedy_clone(const struct llama_sampler * smpl) { - (void) smpl; - return llama_sampler_backend_init_greedy(); -} - -struct llama_sampler * llama_sampler_backend_init_greedy() { - static const llama_sampler_i iface = { - /*.name =*/ llama_sampler_backend_greedy_sampler_name, - /*.accept =*/ nullptr, - /*.apply =*/ nullptr, - /*.reset =*/ nullptr, - /*.clone =*/ llama_sampler_backend_greedy_clone, - /*.free =*/ nullptr, - /*.apply_ggml =*/ llama_sampler_backend_greedy_apply_ggml, - /*.accept_ggml =*/ nullptr, - /*.set_input_ggml =*/ nullptr, - /*.init_ggml =*/ nullptr, - }; - - auto * sampler = new llama_sampler { - /*.iface =*/ &iface, - /*.ctx =*/ nullptr, - }; - - return sampler; -} - -struct llama_sampler_backend_temp_ctx { - float temp; -}; - - -static void llama_sampler_backend_temp_apply_ggml( - struct llama_sampler * smpl, - struct ggml_context * ctx, - struct ggml_cgraph * gf, - struct llama_sampler_ggml_data * ggml_data) { - - auto * ctx_data = (llama_sampler_backend_temp_ctx *) smpl->ctx; - - if (ctx_data->temp <= 0.0f) { - return; - } - - struct ggml_tensor * scaled = ggml_scale(ctx, ggml_data->logits, 1.0f / ctx_data->temp); - ggml_set_name(scaled, "temp_scaled"); - - // Make sure the scaled tensor is contiguous for subsequent operations - ggml_data->logits = ggml_cont(ctx, scaled); - ggml_set_name(ggml_data->logits, "temp_scaled_logits"); - - ggml_build_forward_expand(gf, ggml_data->logits); -} - -static const char * llama_sampler_backend_temp_name(const struct llama_sampler *) { - return "backend-temp"; -} - -static void llama_sampler_backend_temp_free(struct llama_sampler * smpl) { - auto * ctx_data = (llama_sampler_backend_temp_ctx *) smpl->ctx; - delete ctx_data; -} - -static struct llama_sampler * llama_sampler_backend_temp_clone(const struct llama_sampler * smpl) { - auto * ctx = (llama_sampler_backend_temp_ctx *) smpl->ctx; - return llama_sampler_backend_init_temp(ctx->temp); -} - -struct llama_sampler * llama_sampler_backend_init_temp(float temp) { - static const llama_sampler_i iface = { - /*.name =*/ llama_sampler_backend_temp_name, - /*.accept =*/ nullptr, - /*.apply =*/ nullptr, - /*.reset =*/ nullptr, - /*.clone =*/ llama_sampler_backend_temp_clone, - /*.free =*/ llama_sampler_backend_temp_free, - /*.apply_ggml =*/ llama_sampler_backend_temp_apply_ggml, - /*.accept_ggml =*/ nullptr, - /*.set_input_ggml =*/ nullptr, - /*.set_backend_context =*/ nullptr, - }; - - auto * ctx_data = new llama_sampler_backend_temp_ctx { - /*.temp =*/ temp, - }; - - auto * sampler = new llama_sampler { - /*.iface =*/ &iface, - /*.ctx =*/ ctx_data, - }; - - return sampler; -} - - -struct llama_sampler_backend_top_k_ctx { - int32_t k; - - // Only required for checking operation support and can be removed later. - ggml_backend_dev_t device; -}; - -static void llama_sampler_backend_top_k_init_ggml( - struct llama_sampler * smpl, - ggml_backend_buffer_type_t buft) { - auto * ctx_data = (llama_sampler_backend_top_k_ctx *) smpl->ctx; - ctx_data->device = ggml_backend_buft_get_device(buft); -} - -static void llama_sampler_backend_top_k_apply_ggml( - struct llama_sampler * smpl, - struct ggml_context * ctx, - struct ggml_cgraph * gf, - struct llama_sampler_ggml_data * ggml_data) { - - auto * ctx_data = (llama_sampler_backend_top_k_ctx *) smpl->ctx; - - struct ggml_tensor * top_k = ggml_top_k(ctx, ggml_data->logits, ctx_data->k); - ggml_set_name(top_k, "top_k"); - - // top_k is a view of argsort - check if backend supports the underlying argsort operation - // by checking the source tensor (which is the argsort result) - if (ctx_data->device && top_k->src[0] && !ggml_backend_dev_supports_op(ctx_data->device, top_k->src[0])) { - fprintf(stderr, "Warning: backend does not support argsort operation required for top-k sampling\n"); - fprintf(stderr, "CPU backend will be used instead which defeats the purpose of having backend samplers\n"); - } - - ggml_data->candidates = top_k; - - struct ggml_tensor * logits_rows = ggml_reshape_2d(ctx, ggml_data->logits, 1, ggml_data->logits->ne[0]); - struct ggml_tensor * top_k_rows = ggml_get_rows(ctx, logits_rows, top_k); - ggml_set_name(top_k_rows, "top_k_rows"); - - ggml_data->logits = ggml_reshape_1d(ctx, top_k_rows, ctx_data->k); - ggml_build_forward_expand(gf, ggml_data->logits); -} - -static const char * llama_sampler_backend_top_k_name(const struct llama_sampler *) { - return "backend-top-k"; -} - -static void llama_sampler_backend_top_k_free(struct llama_sampler * smpl) { - auto * ctx_data = (llama_sampler_backend_top_k_ctx *) smpl->ctx; - delete ctx_data; -} - -static struct llama_sampler * llama_sampler_backend_top_k_clone(const struct llama_sampler * smpl) { - auto * ctx = (llama_sampler_backend_top_k_ctx *) smpl->ctx; - return llama_sampler_backend_init_top_k(ctx->k); -} - -struct llama_sampler * llama_sampler_backend_init_top_k(int32_t k) { - static const llama_sampler_i iface = { - /*.name =*/ llama_sampler_backend_top_k_name, - /*.accept =*/ nullptr, - /*.apply =*/ nullptr, - /*.reset =*/ nullptr, - /*.clone =*/ llama_sampler_backend_top_k_clone, - /*.free =*/ llama_sampler_backend_top_k_free, - /*.apply_ggml =*/ llama_sampler_backend_top_k_apply_ggml, - /*.accept_ggml =*/ nullptr, - /*.set_input_ggml =*/ nullptr, - /*.init_ggml =*/ llama_sampler_backend_top_k_init_ggml, - }; - - auto * ctx_data = new llama_sampler_backend_top_k_ctx { - /*.k =*/ k, - /*.device =*/ nullptr, - }; - - auto * sampler = new llama_sampler { - /*.iface =*/ &iface, - /*.ctx =*/ ctx_data, - }; - - return sampler; -} - - -static uint32_t get_rng_seed(uint32_t seed) { - if (seed == LLAMA_DEFAULT_SEED) { - // use system clock if std::random_device is not a true RNG - static bool is_rd_prng = std::random_device().entropy() == 0; - if (is_rd_prng) { - return (uint32_t) std::chrono::system_clock::now().time_since_epoch().count(); - } - std::random_device rd; - return rd(); - } - return seed; -} - -struct llama_sampler_backend_dist_ctx { - const uint32_t seed; - uint32_t seed_cur; - std::mt19937 rng; - - struct ggml_tensor * uniform; - struct ggml_context * ctx; - ggml_backend_buffer_t buffer; - - // Only required for checking operation support and can be removed later. - ggml_backend_dev_t device; -}; - -static void llama_sampler_backend_dist_init_ggml( - struct llama_sampler * smpl, - ggml_backend_buffer_type_t buft) { - - auto * sctx = (llama_sampler_backend_dist_ctx *) smpl->ctx; - sctx->device = ggml_backend_buft_get_device(buft); - ggml_init_params params = { - /*.mem_size =*/ ggml_tensor_overhead(), - /*.mem_buffer =*/ nullptr, - /*.no_alloc =*/ true, - }; - sctx->ctx = ggml_init(params); - - // Create the uniform random scalar input tensor. This will be set by - // llama_sampler_backend_dist_set_input_ggml after this graph is built. - sctx->uniform = ggml_new_tensor_1d(sctx->ctx, GGML_TYPE_F32, 1); - ggml_set_name(sctx->uniform, "uniform"); - ggml_set_input(sctx->uniform); - ggml_set_output(sctx->uniform); - - // Allocate all tensors from our context to the backend - sctx->buffer = ggml_backend_alloc_ctx_tensors_from_buft(sctx->ctx, buft); -} - -static void llama_sampler_backend_dist_set_input_ggml(struct llama_sampler * smpl) { - auto * sctx = (llama_sampler_backend_dist_ctx *) smpl->ctx; - GGML_ASSERT(sctx->uniform != nullptr); - - std::uniform_real_distribution dist(0.0f, 1.0f); - const float rnd = dist(sctx->rng); - ggml_backend_tensor_set(sctx->uniform, &rnd, 0, sizeof(float)); -} - -static void llama_sampler_backend_dist_apply_ggml( - struct llama_sampler * smpl, - struct ggml_context * ctx, - struct ggml_cgraph * gf, - struct llama_sampler_ggml_data * ggml_data) { - GGML_UNUSED(gf); - auto * sctx = (llama_sampler_backend_dist_ctx *) smpl->ctx; - - struct ggml_tensor * probs = ggml_soft_max(ctx, ggml_data->logits); - ggml_set_name(probs, "dist_probs"); - - struct ggml_tensor * cumsum = ggml_cumsum(ctx, probs); - if (sctx->device && !ggml_backend_dev_supports_op(sctx->device, cumsum)) { - fprintf(stderr, "Warning: backend does not support cumsum operation required for dist sampling\n"); - fprintf(stderr, "CPU backend will be used instead which defeats the purpose of having backend samplers\n"); - } - ggml_set_name(cumsum, "cumsum"); - - // The uniform tensor has a random value and we subtract this tensor with - // the cumsum tensor (the uniform tensor will be broadcasted by ggml_sub). - // Recall that each entry in cumsum is the cumulative probability up to that - // index so values stay negative while the cumulative total is below the - // random value, and become zero/positive once the threshold is crossed. - struct ggml_tensor * diff = ggml_sub(ctx, cumsum, sctx->uniform); - ggml_set_name(diff, "dist_cumsum"); - - // The ggml_step function produces a tensor where entries are 1 if the - // corresponding entry in diff is > 0, and 0 otherwise. So all values up to - // the index where the cumulative probability exceeds the random value are 0, - // and all entries after that are 1. - struct ggml_tensor * mask = ggml_step(ctx, diff); - ggml_set_name(mask, "dist_mask"); - - // Taking the sum of the mask gives us the sum of elements after the threshold - // we are interested in. - struct ggml_tensor * idxf = ggml_sum(ctx, mask); - ggml_set_name(idxf, "dist_index_f32"); - - // Use ggml_scale_bias to scale the index value by -1 and then add the size - // of the mask to that value so we get the correct index ((-1 * idxf) + n). - struct ggml_tensor * idx = ggml_cast(ctx, ggml_scale_bias(ctx, idxf, -1.0f, mask->ne[0]), GGML_TYPE_I32); - ggml_set_name(idx, "dist_index_i32"); - - // Map back to original vocab ids if a candidates tensor is available. - struct ggml_tensor * sampled_token = idx; - if (ggml_data->candidates != nullptr) { - struct ggml_tensor * candidates = ggml_data->candidates; - struct ggml_tensor * candidates_reshaped = ggml_view_2d(ctx, candidates, 1, ggml_nelements(candidates), - ggml_type_size(candidates->type), 0); - - sampled_token = ggml_get_rows(ctx, candidates_reshaped, idx); - ggml_set_name(sampled_token, "dist_sampled_token"); - } - - ggml_set_output(sampled_token); - ggml_data->sampled = sampled_token; -} - -static const char * llama_sampler_backend_dist_name(const struct llama_sampler *) { - return "backend-dist"; -} - -static void llama_sampler_backend_dist_free(struct llama_sampler * smpl) { - auto * sctx = (llama_sampler_backend_dist_ctx *) smpl->ctx; - ggml_backend_buffer_free(sctx->buffer); - ggml_free(sctx->ctx); - delete sctx; -} - -static struct llama_sampler * llama_sampler_backend_dist_clone(const struct llama_sampler * smpl) { - auto * sctx = (llama_sampler_backend_dist_ctx *) smpl->ctx; - return llama_sampler_backend_init_dist(sctx->seed); -} - - -struct llama_sampler * llama_sampler_backend_init_dist(uint32_t seed) { - static const llama_sampler_i iface = { - /*.name =*/ llama_sampler_backend_dist_name, - /*.accept =*/ nullptr, - /*.apply =*/ nullptr, - /*.reset =*/ nullptr, - /*.clone =*/ llama_sampler_backend_dist_clone, - /*.free =*/ llama_sampler_backend_dist_free, - /*.apply_ggml =*/ llama_sampler_backend_dist_apply_ggml, - /*.accept_ggml =*/ nullptr, - /*.set_input_ggml =*/ llama_sampler_backend_dist_set_input_ggml, - /*.init_ggml =*/ llama_sampler_backend_dist_init_ggml, - }; - - auto seed_cur = get_rng_seed(seed); - auto * ctx_data = new llama_sampler_backend_dist_ctx { - /*.seed =*/ seed, - /*.seed_cur =*/ seed_cur, - /*.rng =*/ std::mt19937(seed_cur), - /*.uniform =*/ nullptr, - /*.ctx =*/ nullptr, - /*.buffer =*/ nullptr, - /*.device =*/ nullptr, - }; - - auto * sampler = new llama_sampler { - /*.iface =*/ &iface, - /*.ctx =*/ ctx_data, - }; - - return sampler; -} - -struct llama_sampler_backend_logit_bias_ctx { - const int32_t n_vocab; - - const std::vector logit_bias; - - struct ggml_tensor * logit_bias_t; - struct ggml_context * ctx; - ggml_backend_buffer_t buffer; -}; - -static void llama_sampler_backend_logit_bias_init_ggml( - struct llama_sampler * smpl, - ggml_backend_buffer_type_t buft) { - auto * sctx = (llama_sampler_backend_logit_bias_ctx *) smpl->ctx; - if (sctx->logit_bias.empty()) { - return; - } - ggml_init_params params = { - /*.mem_size =*/ ggml_tensor_overhead() * sctx->n_vocab * sizeof(float), - /*.mem_buffer =*/ nullptr, - /*.no_alloc =*/ true, - }; - sctx->ctx = ggml_init(params); - - struct ggml_tensor * logit_bias = ggml_new_tensor_1d(sctx->ctx, GGML_TYPE_F32, sctx->n_vocab); - sctx->logit_bias_t = logit_bias; - ggml_set_name(sctx->logit_bias_t, "logit_bias"); - ggml_set_input(sctx->logit_bias_t); - ggml_set_output(sctx->logit_bias_t); - - // Allocate all tensors from our context to the backend - sctx->buffer = ggml_backend_alloc_ctx_tensors_from_buft(sctx->ctx, buft); -} - -static void llama_sampler_backend_logit_bias_set_input_ggml(struct llama_sampler * smpl) { - auto * sctx = (llama_sampler_backend_logit_bias_ctx *) smpl->ctx; - if (sctx->logit_bias.empty()) { - return; - } - GGML_ASSERT(sctx->logit_bias_t != nullptr); - - // Create a sparse logit_bias vector from the logit_bias entries. - std::vector logit_bias_sparse(sctx->n_vocab, 0.0f); - for (const auto & lb : sctx->logit_bias) { - GGML_ASSERT(lb.token >= 0 && lb.token < (int32_t) sctx->n_vocab); - logit_bias_sparse[lb.token] = lb.bias; - } - - ggml_backend_tensor_set(sctx->logit_bias_t, logit_bias_sparse.data(), 0, ggml_nbytes(sctx->logit_bias_t)); -} - -static void llama_sampler_backend_logit_bias_apply_ggml( - struct llama_sampler * smpl, - struct ggml_context * ctx, - struct ggml_cgraph * gf, - struct llama_sampler_ggml_data * ggml_data) { - GGML_UNUSED(gf); - GGML_UNUSED(ctx); - - auto * sctx = (llama_sampler_backend_logit_bias_ctx *) smpl->ctx; - if (sctx->logit_bias_t == nullptr) { - return; - } - - // Add the sparse logit logit_bias to the logits - struct ggml_tensor * logit_biased = ggml_add_inplace(sctx->ctx, ggml_data->logits, sctx->logit_bias_t); - ggml_build_forward_expand(gf, logit_biased); -} - -static const char * llama_sampler_backend_logit_bias_name(const struct llama_sampler *) { - return "backend-logit_bias"; -} - -static void llama_sampler_backend_logit_bias_free(struct llama_sampler * smpl) { - auto * sctx = (llama_sampler_backend_logit_bias_ctx *) smpl->ctx; - ggml_backend_buffer_free(sctx->buffer); - ggml_free(sctx->ctx); - delete sctx; -} - -static struct llama_sampler * llama_sampler_backend_logit_bias_clone(const struct llama_sampler * smpl) { - auto * sctx = (llama_sampler_backend_logit_bias_ctx *) smpl->ctx; - return llama_sampler_backend_init_logit_bias(sctx->n_vocab, - sctx->logit_bias.size(), - sctx->logit_bias.data()); -} - - -struct llama_sampler * llama_sampler_backend_init_logit_bias(int32_t n_vocab, - int32_t n_logit_bias, - const llama_logit_bias * logit_bias) { - static const llama_sampler_i iface = { - /*.name =*/ llama_sampler_backend_logit_bias_name, - /*.accept =*/ nullptr, - /*.apply =*/ nullptr, - /*.reset =*/ nullptr, - /*.clone =*/ llama_sampler_backend_logit_bias_clone, - /*.free =*/ llama_sampler_backend_logit_bias_free, - /*.apply_ggml =*/ llama_sampler_backend_logit_bias_apply_ggml, - /*.accept_ggml =*/ nullptr, - /*.set_input_ggml =*/ llama_sampler_backend_logit_bias_set_input_ggml, - /*.init_ggml =*/ llama_sampler_backend_logit_bias_init_ggml, - }; - - auto * ctx_data = new llama_sampler_backend_logit_bias_ctx { - /*.n_vocab =*/ n_vocab, - /*.logit_bias =*/ std::vector(logit_bias, logit_bias + n_logit_bias), - /*.logit_bias_t =*/ nullptr, - /*.ctx =*/ nullptr, - /*.buffer =*/ nullptr, - }; - - auto * sampler = new llama_sampler { - /*.iface =*/ &iface, - /*.ctx =*/ ctx_data, - }; - - return sampler; -} - -struct llama_sampler_backend_min_p_ctx { - float p; - - // Only required for checking operation support and can be removed later. - ggml_backend_dev_t device; -}; - -static void llama_sampler_backend_min_p_init_ggml( - struct llama_sampler * smpl, - ggml_backend_buffer_type_t buft) { - auto * sctx = (llama_sampler_backend_min_p_ctx *) smpl->ctx; - sctx->device = ggml_backend_buft_get_device(buft); -} - -static void llama_sampler_backend_min_p_apply_ggml( - struct llama_sampler * smpl, - struct ggml_context * ctx, - struct ggml_cgraph * gf, - struct llama_sampler_ggml_data * ggml_data) { - GGML_UNUSED(gf); - - auto * sctx = (llama_sampler_backend_min_p_ctx *) smpl->ctx; - - struct ggml_tensor * max_idx = ggml_argmax(ctx, ggml_data->logits); - ggml_set_name(max_idx, "max_idx"); - - struct ggml_tensor * logits_rows = ggml_reshape_2d(ctx, ggml_data->logits, 1, ggml_data->logits->ne[0]); - ggml_set_name(logits_rows, "logits_rows"); - - struct ggml_tensor * max_logit = ggml_get_rows(ctx, logits_rows, max_idx); - ggml_set_name(max_logit, "max_logit"); - - // Calculate the threshold value. - struct ggml_tensor * threshold = ggml_scale_bias(ctx, max_logit, 1.0f, logf(sctx->p)); - ggml_set_name(threshold, "min_p_threshold"); - - // Subtract the threshold from logits. - struct ggml_tensor * sub = ggml_sub(ctx, ggml_data->logits, threshold); - - // Create a mask where logits below the threshold are 0 (discard), - // and others are 1 (keep). - struct ggml_tensor * mask = ggml_step(ctx, sub); - ggml_set_name(mask, "min_p_mask"); - - // Use ggml_scale_bias (output = (a * s) + b) which in this case becomes: - // min_p_bias = (mask * 1e9f) - 1e9f. - // So entries in the mask that we want to discard will become -1e9f, and - // others will be 0 (meaning that will not effect the logits). - const float large_val = 1e9f; - struct ggml_tensor * min_p_bias = ggml_scale_bias(ctx, mask, large_val, -large_val); - ggml_set_name(min_p_bias, "min_p_bias"); - - // Add the min_p bias to the logits. - ggml_data->logits = ggml_add(ctx, ggml_data->logits, min_p_bias); - ggml_set_name(ggml_data->logits, "min_p_logits"); - - ggml_build_forward_expand(gf, ggml_data->logits); -} - -static const char * llama_sampler_backend_min_p_name(const struct llama_sampler *) { - return "backend-min-p"; -} - -static void llama_sampler_backend_min_p_free(struct llama_sampler * smpl) { - auto * sctx = (llama_sampler_backend_min_p_ctx *) smpl->ctx; - delete sctx; -} - -static struct llama_sampler * llama_sampler_backend_min_p_clone(const struct llama_sampler * smpl) { - auto * sctx = (llama_sampler_backend_min_p_ctx *) smpl->ctx; - return llama_sampler_backend_init_min_p(sctx->p); -} - -struct llama_sampler * llama_sampler_backend_init_min_p(float p) { - static const llama_sampler_i iface = { - /*.name =*/ llama_sampler_backend_min_p_name, - /*.accept =*/ nullptr, - /*.apply =*/ nullptr, - /*.reset =*/ nullptr, - /*.clone =*/ llama_sampler_backend_min_p_clone, - /*.free =*/ llama_sampler_backend_min_p_free, - /*.apply_ggml =*/ llama_sampler_backend_min_p_apply_ggml, - /*.accept_ggml =*/ nullptr, - /*.set_input_ggml =*/ nullptr, - /*.init_ggml =*/ llama_sampler_backend_min_p_init_ggml, - }; - - auto * sctx = new llama_sampler_backend_min_p_ctx { - /*.p =*/ p, - /*.device =*/ nullptr, - }; - - auto * sampler = new llama_sampler { - /*.iface =*/ &iface, - /*.ctx =*/ sctx, - }; - - return sampler; -} - - -struct llama_sampler_backend_top_p_ctx { - float p; - - // Only required for checking operation support and can be removed later. - ggml_backend_dev_t device; -}; - - -static void llama_sampler_backend_top_p_init_ggml( - struct llama_sampler * smpl, - ggml_backend_buffer_type_t buft) { - auto * sctx = (llama_sampler_backend_top_p_ctx *) smpl->ctx; - sctx->device = ggml_backend_buft_get_device(buft); -} - -static void llama_sampler_backend_top_p_apply_ggml( - struct llama_sampler * smpl, - struct ggml_context * ctx, - struct ggml_cgraph * gf, - struct llama_sampler_ggml_data * ggml_data) { - GGML_UNUSED(gf); - - auto * sctx = (llama_sampler_backend_top_p_ctx *) smpl->ctx; - - struct ggml_tensor * softmax = ggml_soft_max(ctx, ggml_data->logits); - ggml_set_name(softmax, "top_p_softmax"); - - // Get the sorted indices of the softmax probabilities in descending order. - struct ggml_tensor * sorted_idx = ggml_argsort(ctx, softmax, GGML_SORT_ORDER_DESC); - ggml_set_name(sorted_idx, "top_p_sorted_idx"); - - // Do the sorting via reshape + get_rows - struct ggml_tensor * softmax_reshaped = ggml_reshape_2d(ctx, softmax, 1, softmax->ne[0]); - ggml_set_name(softmax_reshaped, "top_p_softmax_reshaped"); - - struct ggml_tensor * sorted_probs = ggml_get_rows(ctx, softmax_reshaped, sorted_idx); - ggml_set_name(sorted_probs, "top_p_sorted_probs"); - - struct ggml_tensor * sorted_probs_reshaped = ggml_reshape_2d(ctx, sorted_probs, softmax->ne[0], 1); - ggml_set_name(sorted_probs_reshaped, "top_p_sorted_probs_reshaped"); - // Compute Cumulative Distribution Function (CDF) by means of GGML_OP_CUMSUM. - struct ggml_tensor * sorted_cdf = ggml_cumsum(ctx, sorted_probs_reshaped); - ggml_set_name(sorted_cdf, "top_p_sorted_cdf"); - - // Invert CDF and add top-p value so that ggml_step yields 1 for values we want to keep - struct ggml_tensor * sorted_cdf_scaled = ggml_scale_bias(ctx, sorted_cdf, -1.0f, sctx->p); - ggml_set_name(sorted_cdf_scaled, "top_p_sorted_cdf_scaled"); - - struct ggml_tensor * sorted_mask = ggml_step(ctx, sorted_cdf_scaled); - ggml_set_name(sorted_mask, "top_p_sorted_mask"); - - // reverse sorting by argsort(argsort) - // cast to F32 since cuda only supports float inputs - struct ggml_tensor * reverse_argsort = ggml_argsort(ctx, ggml_cast(ctx, sorted_idx, GGML_TYPE_F32), GGML_SORT_ORDER_ASC); - ggml_set_name(reverse_argsort, "top_p_reverse_argsort"); - - // Do the sorting via reshape + get_rows - struct ggml_tensor * sorted_reshaped_mask = ggml_reshape_2d(ctx, sorted_mask, 1, sorted_mask->ne[0]); - ggml_set_name(sorted_reshaped_mask, "top_p_sorted_reshaped_mask"); - - struct ggml_tensor * reshaped_mask = ggml_get_rows(ctx, sorted_reshaped_mask, reverse_argsort); - ggml_set_name(reshaped_mask, "top_p_reshaped_mask"); - - struct ggml_tensor * mask = ggml_reshape_2d(ctx, reshaped_mask, sorted_mask->ne[0], 1); - ggml_set_name(mask, "top_p_mask"); - - // Use ggml_scale_bias (output = (a * s) + b) which in this case becomes: - // top_p_bias = (mask * 1e9f) - 1e9f. - // So entries in the mask that we want to discard will become -1e9f, and - // others will be 0 (meaning that will not effect the logits). - const float large_val = 1e9f; - struct ggml_tensor * top_p_bias = ggml_scale_bias(ctx, mask, large_val, -large_val); - ggml_set_name(top_p_bias, "top_p_bias"); - - ggml_data->logits = ggml_add(ctx, ggml_data->logits, top_p_bias); - ggml_set_name(ggml_data->logits, "top_p_logits"); - - ggml_build_forward_expand(gf, ggml_data->logits); -} - -static const char * llama_sampler_backend_top_p_name(const struct llama_sampler *) { - return "backend-top-p"; -} - -static void llama_sampler_backend_top_p_free(struct llama_sampler * smpl) { - auto * sctx = (llama_sampler_backend_top_p_ctx *) smpl->ctx; - delete sctx; -} - -static struct llama_sampler * llama_sampler_backend_top_p_clone(const struct llama_sampler * smpl) { - auto * sctx = (llama_sampler_backend_top_p_ctx *) smpl->ctx; - return llama_sampler_backend_init_top_p(sctx->p); -} - -struct llama_sampler * llama_sampler_backend_init_top_p(float p) { - static const llama_sampler_i iface = { - /*.name =*/ llama_sampler_backend_top_p_name, - /*.accept =*/ nullptr, - /*.apply =*/ nullptr, - /*.reset =*/ nullptr, - /*.clone =*/ llama_sampler_backend_top_p_clone, - /*.free =*/ llama_sampler_backend_top_p_free, - /*.apply_ggml =*/ llama_sampler_backend_top_p_apply_ggml, - /*.accept_ggml =*/ nullptr, - /*.set_input_ggml =*/ nullptr, - /*.init_ggml =*/ llama_sampler_backend_top_p_init_ggml, - }; - - auto * sctx = new llama_sampler_backend_top_p_ctx { - /*.p =*/ p, - /*.device =*/ nullptr, - }; - - auto * sampler = new llama_sampler { - /*.iface =*/ &iface, - /*.ctx =*/ sctx, - }; - - return sampler; -} diff --git a/src/llama-sampling.cpp b/src/llama-sampling.cpp index 4d1760a629..a13be03240 100644 --- a/src/llama-sampling.cpp +++ b/src/llama-sampling.cpp @@ -4,6 +4,8 @@ #include "llama-vocab.h" #include "llama-grammar.h" +#include "ggml-cpp.h" + #include #include #include @@ -610,16 +612,16 @@ static void llama_sampler_chain_set_backend_context( } static struct llama_sampler_i llama_sampler_chain_i = { - /* .name = */ llama_sampler_chain_name, - /* .accept = */ llama_sampler_chain_accept, - /* .apply = */ llama_sampler_chain_apply, - /* .reset = */ llama_sampler_chain_reset, - /* .clone = */ llama_sampler_chain_clone, - /* .free = */ llama_sampler_chain_free, - /* .apply_ggml = */ llama_sampler_chain_apply_ggml, - /* .accept_ggml = */ llama_sampler_chain_accept_ggml, - /* .set_input_ggml = */ llama_sampler_chain_set_input_ggml, - /* .set_backend_context = */ llama_sampler_chain_set_backend_context, + /* .name = */ llama_sampler_chain_name, + /* .accept = */ llama_sampler_chain_accept, + /* .apply = */ llama_sampler_chain_apply, + /* .reset = */ llama_sampler_chain_reset, + /* .clone = */ llama_sampler_chain_clone, + /* .free = */ llama_sampler_chain_free, + /* .apply_ggml = */ llama_sampler_chain_apply_ggml, + /* .accept_ggml = */ llama_sampler_chain_accept_ggml, + /* .set_input_ggml = */ llama_sampler_chain_set_input_ggml, + /* .init_ggml = */ llama_sampler_chain_set_backend_context, }; struct llama_sampler * llama_sampler_chain_init(struct llama_sampler_chain_params params) { @@ -687,17 +689,29 @@ static void llama_sampler_greedy_apply(struct llama_sampler * /*smpl*/, llama_to } } +static void llama_sampler_greedy_apply_ggml( + struct llama_sampler * smpl, + struct ggml_context * ctx, + struct ggml_cgraph * gf, + struct llama_sampler_ggml_data * ggml_data) { + GGML_UNUSED(gf); + GGML_UNUSED(smpl); + struct ggml_tensor * argmax_result = ggml_argmax(ctx, ggml_data->logits); + ggml_set_name(argmax_result, "argmax_result"); + ggml_data->sampled = argmax_result; +} + static struct llama_sampler_i llama_sampler_greedy_i = { - /* .name = */ llama_sampler_greedy_name, - /* .accept = */ nullptr, - /* .apply = */ llama_sampler_greedy_apply, - /* .reset = */ nullptr, - /* .clone = */ nullptr, - /* .free = */ nullptr, - /* .apply_ggml = */ nullptr, - /* .accept_ggml = */ nullptr, - /* .set_input_ggml = */ nullptr, - /* .set_backend_context = */ nullptr, + /* .name = */ llama_sampler_greedy_name, + /* .accept = */ nullptr, + /* .apply = */ llama_sampler_greedy_apply, + /* .reset = */ nullptr, + /* .clone = */ nullptr, + /* .free = */ nullptr, + /* .apply_ggml = */ llama_sampler_greedy_apply_ggml, + /* .accept_ggml = */ nullptr, + /* .set_input_ggml = */ nullptr, + /* .init_ggml = */ nullptr, }; struct llama_sampler * llama_sampler_init_greedy() { @@ -714,6 +728,14 @@ struct llama_sampler_dist { uint32_t seed_cur; std::mt19937 rng; + + // Only required for checking operation support and can be removed later. + ggml_backend_dev_t device; + + struct ggml_tensor * inp_uniform; + + ggml_context_ptr inp_ctx; + ggml_backend_buffer_ptr inp_buf; }; static const char * llama_sampler_dist_name(const struct llama_sampler * /*smpl*/) { @@ -816,17 +838,109 @@ static void llama_sampler_dist_free(struct llama_sampler * smpl) { delete (llama_sampler_dist *) smpl->ctx; } +static void llama_sampler_dist_apply_ggml( + struct llama_sampler * smpl, + struct ggml_context * ctx, + struct ggml_cgraph * gf, + struct llama_sampler_ggml_data * ggml_data) { + GGML_UNUSED(gf); + auto * sctx = (llama_sampler_dist *) smpl->ctx; + + struct ggml_tensor * probs = ggml_soft_max(ctx, ggml_data->logits); + ggml_set_name(probs, "dist_probs"); + + struct ggml_tensor * cumsum = ggml_cumsum(ctx, probs); + if (sctx->device && !ggml_backend_dev_supports_op(sctx->device, cumsum)) { + fprintf(stderr, "Warning: backend does not support cumsum operation required for dist sampling\n"); + fprintf(stderr, "CPU backend will be used instead which defeats the purpose of having backend samplers\n"); + } + ggml_set_name(cumsum, "cumsum"); + + // The uniform tensor has a random value and we subtract this tensor with + // the cumsum tensor (the uniform tensor will be broadcasted by ggml_sub). + // Recall that each entry in cumsum is the cumulative probability up to that + // index so values stay negative while the cumulative total is below the + // random value, and become zero/positive once the threshold is crossed. + struct ggml_tensor * diff = ggml_sub(ctx, cumsum, sctx->inp_uniform); + ggml_set_name(diff, "dist_cumsum"); + + // The ggml_step function produces a tensor where entries are 1 if the + // corresponding entry in diff is > 0, and 0 otherwise. So all values up to + // the index where the cumulative probability exceeds the random value are 0, + // and all entries after that are 1. + struct ggml_tensor * mask = ggml_step(ctx, diff); + ggml_set_name(mask, "dist_mask"); + + // Taking the sum of the mask gives us the sum of elements after the threshold + // we are interested in. + struct ggml_tensor * idxf = ggml_sum(ctx, mask); + ggml_set_name(idxf, "dist_index_f32"); + + // Use ggml_scale_bias to scale the index value by -1 and then add the size + // of the mask to that value so we get the correct index ((-1 * idxf) + n). + struct ggml_tensor * idx = ggml_cast(ctx, ggml_scale_bias(ctx, idxf, -1.0f, mask->ne[0]), GGML_TYPE_I32); + ggml_set_name(idx, "dist_index_i32"); + + // Map back to original vocab ids if a candidates tensor is available. + struct ggml_tensor * sampled_token = idx; + if (ggml_data->candidates != nullptr) { + struct ggml_tensor * candidates = ggml_data->candidates; + struct ggml_tensor * candidates_reshaped = ggml_view_2d(ctx, candidates, 1, ggml_nelements(candidates), + ggml_type_size(candidates->type), 0); + + sampled_token = ggml_get_rows(ctx, candidates_reshaped, idx); + ggml_set_name(sampled_token, "dist_sampled_token"); + } + + ggml_set_output(sampled_token); + ggml_data->sampled = sampled_token; +} + +static void llama_sampler_dist_set_input_ggml(struct llama_sampler * smpl) { + auto * sctx = (llama_sampler_dist *) smpl->ctx; + GGML_ASSERT(sctx->inp_uniform != nullptr); + + std::uniform_real_distribution dist(0.0f, 1.0f); + const float rnd = dist(sctx->rng); + ggml_backend_tensor_set(sctx->inp_uniform, &rnd, 0, sizeof(float)); +} + +static void llama_sampler_dist_init_ggml( + struct llama_sampler * smpl, + ggml_backend_buffer_type_t buft) { + auto * sctx = (llama_sampler_dist *) smpl->ctx; + + sctx->device = ggml_backend_buft_get_device(buft); + + ggml_init_params params = { + /*.mem_size =*/ ggml_tensor_overhead(), + /*.mem_buffer =*/ nullptr, + /*.no_alloc =*/ true, + }; + + sctx->inp_ctx.reset(ggml_init(params)); + + // Create the uniform random scalar input tensor. This will be set by + // llama_sampler_dist_set_input_ggml after this graph is built. + sctx->inp_uniform = ggml_new_tensor_1d(sctx->inp_ctx.get(), GGML_TYPE_F32, 1); + ggml_set_name(sctx->inp_uniform, "uniform"); + ggml_set_input(sctx->inp_uniform); + + // Allocate all tensors from our context to the backend + sctx->inp_buf.reset(ggml_backend_alloc_ctx_tensors_from_buft(sctx->inp_ctx.get(), buft)); +} + static struct llama_sampler_i llama_sampler_dist_i = { - /* .name = */ llama_sampler_dist_name, - /* .accept = */ nullptr, - /* .apply = */ llama_sampler_dist_apply, - /* .reset = */ llama_sampler_dist_reset, - /* .clone = */ llama_sampler_dist_clone, - /* .free = */ llama_sampler_dist_free, - /* .apply_ggml = */ nullptr, - /* .accept_ggml = */ nullptr, - /* .set_input_ggml = */ nullptr, - /* .set_backend_context = */ nullptr, + /* .name = */ llama_sampler_dist_name, + /* .accept = */ nullptr, + /* .apply = */ llama_sampler_dist_apply, + /* .reset = */ llama_sampler_dist_reset, + /* .clone = */ llama_sampler_dist_clone, + /* .free = */ llama_sampler_dist_free, + /* .apply_ggml = */ llama_sampler_dist_apply_ggml, + /* .accept_ggml = */ nullptr, + /* .set_input_ggml = */ llama_sampler_dist_set_input_ggml, + /* .init_ggml = */ llama_sampler_dist_init_ggml, }; struct llama_sampler * llama_sampler_init_dist(uint32_t seed) { @@ -834,9 +948,13 @@ struct llama_sampler * llama_sampler_init_dist(uint32_t seed) { return llama_sampler_init( /* .iface = */ &llama_sampler_dist_i, /* .ctx = */ new llama_sampler_dist { - /* .seed = */ seed, - /* .seed_cur = */ seed_cur, - /* .rng = */ std::mt19937(seed_cur), + /* .seed = */ seed, + /* .seed_cur = */ seed_cur, + /* .rng = */ std::mt19937(seed_cur), + /* .device = */ nullptr, + /* .inp_uniform = */ nullptr, + /* .inp_ctx = */ nullptr, + /* .inp_buf = */ nullptr, } ); } @@ -845,6 +963,9 @@ struct llama_sampler * llama_sampler_init_dist(uint32_t seed) { struct llama_sampler_top_k { const int32_t k; + + // Only required for checking operation support and can be removed later. + ggml_backend_dev_t device; }; static const char * llama_sampler_top_k_name(const struct llama_sampler * /*smpl*/) { @@ -865,24 +986,60 @@ static void llama_sampler_top_k_free(struct llama_sampler * smpl) { delete (llama_sampler_top_k *) smpl->ctx; } +static void llama_sampler_top_k_apply_ggml( + struct llama_sampler * smpl, + struct ggml_context * ctx, + struct ggml_cgraph * gf, + struct llama_sampler_ggml_data * ggml_data) { + + auto * ctx_data = (llama_sampler_top_k *) smpl->ctx; + + struct ggml_tensor * top_k = ggml_top_k(ctx, ggml_data->logits, ctx_data->k); + ggml_set_name(top_k, "top_k"); + + // top_k is a view of argsort - check if backend supports the underlying argsort operation + // by checking the source tensor (which is the argsort result) + if (ctx_data->device && top_k->src[0] && !ggml_backend_dev_supports_op(ctx_data->device, top_k->src[0])) { + fprintf(stderr, "Warning: backend does not support argsort operation required for top-k sampling\n"); + fprintf(stderr, "CPU backend will be used instead which defeats the purpose of having backend samplers\n"); + } + + ggml_data->candidates = top_k; + + struct ggml_tensor * logits_rows = ggml_reshape_2d(ctx, ggml_data->logits, 1, ggml_data->logits->ne[0]); + struct ggml_tensor * top_k_rows = ggml_get_rows(ctx, logits_rows, top_k); + ggml_set_name(top_k_rows, "top_k_rows"); + + ggml_data->logits = ggml_reshape_1d(ctx, top_k_rows, ctx_data->k); + ggml_build_forward_expand(gf, ggml_data->logits); +} + +static void llama_sampler_top_k_init_ggml( + struct llama_sampler * smpl, + ggml_backend_buffer_type_t buft) { + auto * ctx_data = (llama_sampler_top_k *) smpl->ctx; + ctx_data->device = ggml_backend_buft_get_device(buft); +} + static struct llama_sampler_i llama_sampler_top_k_i = { - /* .name = */ llama_sampler_top_k_name, - /* .accept = */ nullptr, - /* .apply = */ llama_sampler_top_k_apply, - /* .reset = */ nullptr, - /* .clone = */ llama_sampler_top_k_clone, - /* .free = */ llama_sampler_top_k_free, - /* .apply_ggml = */ nullptr, - /* .accept_ggml = */ nullptr, - /* .set_input_ggml = */ nullptr, - /* .set_backend_context = */ nullptr, + /* .name = */ llama_sampler_top_k_name, + /* .accept = */ nullptr, + /* .apply = */ llama_sampler_top_k_apply, + /* .reset = */ nullptr, + /* .clone = */ llama_sampler_top_k_clone, + /* .free = */ llama_sampler_top_k_free, + /* .apply_ggml = */ llama_sampler_top_k_apply_ggml, + /* .accept_ggml = */ nullptr, + /* .set_input_ggml = */ nullptr, + /* .init_ggml = */ llama_sampler_top_k_init_ggml, }; struct llama_sampler * llama_sampler_init_top_k(int32_t k) { return llama_sampler_init( /* .iface = */ &llama_sampler_top_k_i, /* .ctx = */ new llama_sampler_top_k { - /* .k = */ k, + /* .k = */ k, + /* .device = */ nullptr, } ); } @@ -894,6 +1051,9 @@ struct llama_sampler_top_p { const size_t min_keep; std::vector buf_sort; + + // Only required for checking operation support and can be removed later. + ggml_backend_dev_t device; }; static const char * llama_sampler_top_p_name(const struct llama_sampler * /*smpl*/) { @@ -964,17 +1124,87 @@ static void llama_sampler_top_p_free(struct llama_sampler * smpl) { delete (llama_sampler_top_p *) smpl->ctx; } +static void llama_sampler_top_p_apply_ggml( + struct llama_sampler * smpl, + struct ggml_context * ctx, + struct ggml_cgraph * gf, + struct llama_sampler_ggml_data * ggml_data) { + auto * sctx = (llama_sampler_top_p *) smpl->ctx; + + struct ggml_tensor * softmax = ggml_soft_max(ctx, ggml_data->logits); + ggml_set_name(softmax, "top_p_softmax"); + + // Get the sorted indices of the softmax probabilities in descending order. + struct ggml_tensor * sorted_idx = ggml_argsort(ctx, softmax, GGML_SORT_ORDER_DESC); + ggml_set_name(sorted_idx, "top_p_sorted_idx"); + + // Do the sorting via reshape + get_rows + struct ggml_tensor * softmax_reshaped = ggml_reshape_2d(ctx, softmax, 1, softmax->ne[0]); + ggml_set_name(softmax_reshaped, "top_p_softmax_reshaped"); + + struct ggml_tensor * sorted_probs = ggml_get_rows(ctx, softmax_reshaped, sorted_idx); + ggml_set_name(sorted_probs, "top_p_sorted_probs"); + + struct ggml_tensor * sorted_probs_reshaped = ggml_reshape_2d(ctx, sorted_probs, softmax->ne[0], 1); + ggml_set_name(sorted_probs_reshaped, "top_p_sorted_probs_reshaped"); + // Compute Cumulative Distribution Function (CDF) by means of GGML_OP_CUMSUM. + struct ggml_tensor * sorted_cdf = ggml_cumsum(ctx, sorted_probs_reshaped); + ggml_set_name(sorted_cdf, "top_p_sorted_cdf"); + + // Invert CDF and add top-p value so that ggml_step yields 1 for values we want to keep + struct ggml_tensor * sorted_cdf_scaled = ggml_scale_bias(ctx, sorted_cdf, -1.0f, sctx->p); + ggml_set_name(sorted_cdf_scaled, "top_p_sorted_cdf_scaled"); + + struct ggml_tensor * sorted_mask = ggml_step(ctx, sorted_cdf_scaled); + ggml_set_name(sorted_mask, "top_p_sorted_mask"); + + // reverse sorting by argsort(argsort) + // cast to F32 since cuda only supports float inputs + struct ggml_tensor * reverse_argsort = ggml_argsort(ctx, ggml_cast(ctx, sorted_idx, GGML_TYPE_F32), GGML_SORT_ORDER_ASC); + ggml_set_name(reverse_argsort, "top_p_reverse_argsort"); + + // Do the sorting via reshape + get_rows + struct ggml_tensor * sorted_reshaped_mask = ggml_reshape_2d(ctx, sorted_mask, 1, sorted_mask->ne[0]); + ggml_set_name(sorted_reshaped_mask, "top_p_sorted_reshaped_mask"); + + struct ggml_tensor * reshaped_mask = ggml_get_rows(ctx, sorted_reshaped_mask, reverse_argsort); + ggml_set_name(reshaped_mask, "top_p_reshaped_mask"); + + struct ggml_tensor * mask = ggml_reshape_2d(ctx, reshaped_mask, sorted_mask->ne[0], 1); + ggml_set_name(mask, "top_p_mask"); + + // Use ggml_scale_bias (output = (a * s) + b) which in this case becomes: + // top_p_bias = (mask * 1e9f) - 1e9f. + // So entries in the mask that we want to discard will become -1e9f, and + // others will be 0 (meaning that will not effect the logits). + const float large_val = 1e9f; + struct ggml_tensor * top_p_bias = ggml_scale_bias(ctx, mask, large_val, -large_val); + ggml_set_name(top_p_bias, "top_p_bias"); + + ggml_data->logits = ggml_add(ctx, ggml_data->logits, top_p_bias); + ggml_set_name(ggml_data->logits, "top_p_logits"); + + ggml_build_forward_expand(gf, ggml_data->logits); +} + +static void llama_sampler_top_p_init_ggml( + struct llama_sampler * smpl, + ggml_backend_buffer_type_t buft) { + auto * sctx = (llama_sampler_top_p *) smpl->ctx; + sctx->device = ggml_backend_buft_get_device(buft); +} + static struct llama_sampler_i llama_sampler_top_p_i = { - /* .name = */ llama_sampler_top_p_name, - /* .accept = */ nullptr, - /* .apply = */ llama_sampler_top_p_apply, - /* .reset = */ nullptr, - /* .clone = */ llama_sampler_top_p_clone, - /* .free = */ llama_sampler_top_p_free, - /* .apply_ggml = */ nullptr, - /* .accept_ggml = */ nullptr, - /* .set_input_ggml = */ nullptr, - /* .set_backend_context = */ nullptr, + /* .name = */ llama_sampler_top_p_name, + /* .accept = */ nullptr, + /* .apply = */ llama_sampler_top_p_apply, + /* .reset = */ nullptr, + /* .clone = */ llama_sampler_top_p_clone, + /* .free = */ llama_sampler_top_p_free, + /* .apply_ggml = */ llama_sampler_top_p_apply_ggml, + /* .accept_ggml = */ nullptr, + /* .set_input_ggml = */ nullptr, + /* .init_ggml = */ llama_sampler_top_p_init_ggml, }; struct llama_sampler * llama_sampler_init_top_p(float p, size_t min_keep) { @@ -984,6 +1214,7 @@ struct llama_sampler * llama_sampler_init_top_p(float p, size_t min_keep) { /* .p = */ p, /* .min_keep = */ min_keep, /* .buf_sort = */ {}, + /* .device = */ nullptr, } ); } @@ -993,6 +1224,9 @@ struct llama_sampler * llama_sampler_init_top_p(float p, size_t min_keep) { struct llama_sampler_min_p { const float p; const size_t min_keep; + + // Only required for checking operation support and can be removed later. + ggml_backend_dev_t device; }; static const char * llama_sampler_min_p_name(const struct llama_sampler * /*smpl*/) { @@ -1062,17 +1296,67 @@ static void llama_sampler_min_p_free(struct llama_sampler * smpl) { delete (llama_sampler_min_p *) smpl->ctx; } +static void llama_sampler_min_p_apply_ggml( + struct llama_sampler * smpl, + struct ggml_context * ctx, + struct ggml_cgraph * gf, + struct llama_sampler_ggml_data * ggml_data) { + auto * sctx = (llama_sampler_min_p *) smpl->ctx; + + struct ggml_tensor * max_idx = ggml_argmax(ctx, ggml_data->logits); + ggml_set_name(max_idx, "max_idx"); + + struct ggml_tensor * logits_rows = ggml_reshape_2d(ctx, ggml_data->logits, 1, ggml_data->logits->ne[0]); + ggml_set_name(logits_rows, "logits_rows"); + + struct ggml_tensor * max_logit = ggml_get_rows(ctx, logits_rows, max_idx); + ggml_set_name(max_logit, "max_logit"); + + // Calculate the threshold value. + struct ggml_tensor * threshold = ggml_scale_bias(ctx, max_logit, 1.0f, logf(sctx->p)); + ggml_set_name(threshold, "min_p_threshold"); + + // Subtract the threshold from logits. + struct ggml_tensor * sub = ggml_sub(ctx, ggml_data->logits, threshold); + + // Create a mask where logits below the threshold are 0 (discard), + // and others are 1 (keep). + struct ggml_tensor * mask = ggml_step(ctx, sub); + ggml_set_name(mask, "min_p_mask"); + + // Use ggml_scale_bias (output = (a * s) + b) which in this case becomes: + // min_p_bias = (mask * 1e9f) - 1e9f. + // So entries in the mask that we want to discard will become -1e9f, and + // others will be 0 (meaning that will not effect the logits). + const float large_val = 1e9f; + struct ggml_tensor * min_p_bias = ggml_scale_bias(ctx, mask, large_val, -large_val); + ggml_set_name(min_p_bias, "min_p_bias"); + + // Add the min_p bias to the logits. + ggml_data->logits = ggml_add(ctx, ggml_data->logits, min_p_bias); + ggml_set_name(ggml_data->logits, "min_p_logits"); + + ggml_build_forward_expand(gf, ggml_data->logits); +} + +static void llama_sampler_min_p_init_ggml( + struct llama_sampler * smpl, + ggml_backend_buffer_type_t buft) { + auto * sctx = (llama_sampler_min_p *) smpl->ctx; + sctx->device = ggml_backend_buft_get_device(buft); +} + static struct llama_sampler_i llama_sampler_min_p_i = { - /* .name = */ llama_sampler_min_p_name, - /* .accept = */ nullptr, - /* .apply = */ llama_sampler_min_p_apply, - /* .reset = */ nullptr, - /* .clone = */ llama_sampler_min_p_clone, - /* .free = */ llama_sampler_min_p_free, - /* .apply_ggml = */ nullptr, - /* .accept_ggml = */ nullptr, - /* .set_input_ggml = */ nullptr, - /* .set_backend_context = */ nullptr, + /* .name = */ llama_sampler_min_p_name, + /* .accept = */ nullptr, + /* .apply = */ llama_sampler_min_p_apply, + /* .reset = */ nullptr, + /* .clone = */ llama_sampler_min_p_clone, + /* .free = */ llama_sampler_min_p_free, + /* .apply_ggml = */ llama_sampler_min_p_apply_ggml, + /* .accept_ggml = */ nullptr, + /* .set_input_ggml = */ nullptr, + /* .init_ggml = */ llama_sampler_min_p_init_ggml, }; struct llama_sampler * llama_sampler_init_min_p(float p, size_t min_keep) { @@ -1081,6 +1365,7 @@ struct llama_sampler * llama_sampler_init_min_p(float p, size_t min_keep) { /* .ctx = */ new llama_sampler_min_p { /* .p = */ p, /* .min_keep = */ min_keep, + /* .device = */ nullptr, } ); } @@ -1166,16 +1451,16 @@ static void llama_sampler_typical_free(struct llama_sampler * smpl) { } static struct llama_sampler_i llama_sampler_typical_i = { - /* .name = */ llama_sampler_typical_name, - /* .accept = */ nullptr, - /* .apply = */ llama_sampler_typical_apply, - /* .reset = */ nullptr, - /* .clone = */ llama_sampler_typical_clone, - /* .free = */ llama_sampler_typical_free, - /* .apply_ggml = */ nullptr, - /* .accept_ggml = */ nullptr, - /* .set_input_ggml = */ nullptr, - /* .set_backend_context = */ nullptr, + /* .name = */ llama_sampler_typical_name, + /* .accept = */ nullptr, + /* .apply = */ llama_sampler_typical_apply, + /* .reset = */ nullptr, + /* .clone = */ llama_sampler_typical_clone, + /* .free = */ llama_sampler_typical_free, + /* .apply_ggml = */ nullptr, + /* .accept_ggml = */ nullptr, + /* .set_input_ggml = */ nullptr, + /* .init_ggml = */ nullptr, }; struct llama_sampler * llama_sampler_init_typical(float p, size_t min_keep) { @@ -1213,17 +1498,38 @@ static void llama_sampler_temp_free(struct llama_sampler * smpl) { delete (llama_sampler_temp *) smpl->ctx; } +static void llama_sampler_temp_apply_ggml( + struct llama_sampler * smpl, + struct ggml_context * ctx, + struct ggml_cgraph * gf, + struct llama_sampler_ggml_data * ggml_data) { + auto * ctx_data = (llama_sampler_temp *) smpl->ctx; + + if (ctx_data->temp <= 0.0f) { + return; + } + + struct ggml_tensor * scaled = ggml_scale(ctx, ggml_data->logits, 1.0f / ctx_data->temp); + ggml_set_name(scaled, "temp_scaled"); + + // Make sure the scaled tensor is contiguous for subsequent operations + ggml_data->logits = ggml_cont(ctx, scaled); + ggml_set_name(ggml_data->logits, "temp_scaled_logits"); + + ggml_build_forward_expand(gf, ggml_data->logits); +} + static struct llama_sampler_i llama_sampler_temp_i = { - /* .name = */ llama_sampler_temp_name, - /* .accept = */ nullptr, - /* .apply = */ llama_sampler_temp_apply, - /* .reset = */ nullptr, - /* .clone = */ llama_sampler_temp_clone, - /* .free = */ llama_sampler_temp_free, - /* .apply_ggml = */ nullptr, - /* .accept_ggml = */ nullptr, - /* .set_input_ggml = */ nullptr, - /* .set_backend_context = */ nullptr, + /* .name = */ llama_sampler_temp_name, + /* .accept = */ nullptr, + /* .apply = */ llama_sampler_temp_apply, + /* .reset = */ nullptr, + /* .clone = */ llama_sampler_temp_clone, + /* .free = */ llama_sampler_temp_free, + /* .apply_ggml = */ llama_sampler_temp_apply_ggml, + /* .accept_ggml = */ nullptr, + /* .set_input_ggml = */ nullptr, + /* .init_ggml = */ nullptr, }; struct llama_sampler * llama_sampler_init_temp(float temp) { @@ -1328,16 +1634,16 @@ static void llama_sampler_temp_ext_free(struct llama_sampler * smpl) { } static struct llama_sampler_i llama_sampler_temp_ext_i = { - /* .name = */ llama_sampler_temp_ext_name, - /* .accept = */ nullptr, - /* .apply = */ llama_sampler_temp_ext_apply, - /* .reset = */ nullptr, - /* .clone = */ llama_sampler_temp_ext_clone, - /* .free = */ llama_sampler_temp_ext_free, - /* .apply_ggml = */ nullptr, - /* .accept_ggml = */ nullptr, - /* .set_input_ggml = */ nullptr, - /* .set_backend_context = */ nullptr, + /* .name = */ llama_sampler_temp_ext_name, + /* .accept = */ nullptr, + /* .apply = */ llama_sampler_temp_ext_apply, + /* .reset = */ nullptr, + /* .clone = */ llama_sampler_temp_ext_clone, + /* .free = */ llama_sampler_temp_ext_free, + /* .apply_ggml = */ nullptr, + /* .accept_ggml = */ nullptr, + /* .set_input_ggml = */ nullptr, + /* .init_ggml = */ nullptr, }; struct llama_sampler * llama_sampler_init_temp_ext(float temp, float delta, float exponent) { @@ -1426,16 +1732,16 @@ static void llama_sampler_xtc_reset(struct llama_sampler * smpl) { } static struct llama_sampler_i llama_sampler_xtc_i = { - /* .name = */ llama_sampler_xtc_name, - /* .accept = */ nullptr, - /* .apply = */ llama_sample_xtc_apply, - /* .reset = */ llama_sampler_xtc_reset, - /* .clone = */ llama_sampler_xtc_clone, - /* .free = */ llama_sampler_xtc_free, - /* .apply_ggml = */ nullptr, - /* .accept_ggml = */ nullptr, - /* .set_input_ggml = */ nullptr, - /* .set_backend_context = */ nullptr, + /* .name = */ llama_sampler_xtc_name, + /* .accept = */ nullptr, + /* .apply = */ llama_sample_xtc_apply, + /* .reset = */ llama_sampler_xtc_reset, + /* .clone = */ llama_sampler_xtc_clone, + /* .free = */ llama_sampler_xtc_free, + /* .apply_ggml = */ nullptr, + /* .accept_ggml = */ nullptr, + /* .set_input_ggml = */ nullptr, + /* .init_ggml = */ nullptr, }; struct llama_sampler * llama_sampler_init_xtc(float p, float t, size_t min_keep, uint32_t seed) { @@ -1538,16 +1844,16 @@ static void llama_sampler_mirostat_free(struct llama_sampler * smpl) { } static struct llama_sampler_i llama_sampler_mirostat_i = { - /* .name = */ llama_sampler_mirostat_name, - /* .accept = */ nullptr, - /* .apply = */ llama_sampler_mirostat_apply, - /* .reset = */ llama_sampler_mirostat_reset, - /* .clone = */ llama_sampler_mirostat_clone, - /* .free = */ llama_sampler_mirostat_free, - /* .apply_ggml = */ nullptr, - /* .accept_ggml = */ nullptr, - /* .set_input_ggml = */ nullptr, - /* .set_backend_context = */ nullptr, + /* .name = */ llama_sampler_mirostat_name, + /* .accept = */ nullptr, + /* .apply = */ llama_sampler_mirostat_apply, + /* .reset = */ llama_sampler_mirostat_reset, + /* .clone = */ llama_sampler_mirostat_clone, + /* .free = */ llama_sampler_mirostat_free, + /* .apply_ggml = */ nullptr, + /* .accept_ggml = */ nullptr, + /* .set_input_ggml = */ nullptr, + /* .init_ggml = */ nullptr, }; struct llama_sampler * llama_sampler_init_mirostat(int32_t n_vocab, uint32_t seed, float tau, float eta, int32_t m) { @@ -1641,16 +1947,16 @@ static void llama_sampler_mirostat_v2_free(struct llama_sampler * smpl) { } static struct llama_sampler_i llama_sampler_mirostat_v2_i = { - /* .name = */ llama_sampler_mirostat_v2_name, - /* .accept = */ nullptr, - /* .apply = */ llama_sampler_mirostat_v2_apply, - /* .reset = */ llama_sampler_mirostat_v2_reset, - /* .clone = */ llama_sampler_mirostat_v2_clone, - /* .free = */ llama_sampler_mirostat_v2_free, - /* .apply_ggml = */ nullptr, - /* .accept_ggml = */ nullptr, - /* .set_input_ggml = */ nullptr, - /* .set_backend_context = */ nullptr, + /* .name = */ llama_sampler_mirostat_v2_name, + /* .accept = */ nullptr, + /* .apply = */ llama_sampler_mirostat_v2_apply, + /* .reset = */ llama_sampler_mirostat_v2_reset, + /* .clone = */ llama_sampler_mirostat_v2_clone, + /* .free = */ llama_sampler_mirostat_v2_free, + /* .apply_ggml = */ nullptr, + /* .accept_ggml = */ nullptr, + /* .set_input_ggml = */ nullptr, + /* .init_ggml = */ nullptr, }; struct llama_sampler * llama_sampler_init_mirostat_v2(uint32_t seed, float tau, float eta) { @@ -1762,16 +2068,16 @@ static void llama_sampler_grammar_free(struct llama_sampler * smpl) { } static struct llama_sampler_i llama_sampler_grammar_i = { - /* .name = */ llama_sampler_grammar_name, - /* .accept = */ llama_sampler_grammar_accept_impl, - /* .apply = */ llama_sampler_grammar_apply, - /* .reset = */ llama_sampler_grammar_reset, - /* .clone = */ llama_sampler_grammar_clone, - /* .free = */ llama_sampler_grammar_free, - /* .apply_ggml = */ nullptr, - /* .accept_ggml = */ nullptr, - /* .set_input_ggml = */ nullptr, - /* .set_backend_context = */ nullptr, + /* .name = */ llama_sampler_grammar_name, + /* .accept = */ llama_sampler_grammar_accept_impl, + /* .apply = */ llama_sampler_grammar_apply, + /* .reset = */ llama_sampler_grammar_reset, + /* .clone = */ llama_sampler_grammar_clone, + /* .free = */ llama_sampler_grammar_free, + /* .apply_ggml = */ nullptr, + /* .accept_ggml = */ nullptr, + /* .set_input_ggml = */ nullptr, + /* .init_ggml = */ nullptr, }; static struct llama_sampler * llama_sampler_init_grammar_impl( @@ -1973,16 +2279,16 @@ static void llama_sampler_penalties_free(struct llama_sampler * smpl) { } static struct llama_sampler_i llama_sampler_penalties_i = { - /* .name = */ llama_sampler_penalties_name, - /* .accept = */ llama_sampler_penalties_accept, - /* .apply = */ llama_sampler_penalties_apply, - /* .reset = */ llama_sampler_penalties_reset, - /* .clone = */ llama_sampler_penalties_clone, - /* .free = */ llama_sampler_penalties_free, - /* .apply_ggml = */ nullptr, - /* .accept_ggml = */ nullptr, - /* .set_input_ggml = */ nullptr, - /* .set_backend_context = */ nullptr, + /* .name = */ llama_sampler_penalties_name, + /* .accept = */ llama_sampler_penalties_accept, + /* .apply = */ llama_sampler_penalties_apply, + /* .reset = */ llama_sampler_penalties_reset, + /* .clone = */ llama_sampler_penalties_clone, + /* .free = */ llama_sampler_penalties_free, + /* .apply_ggml = */ nullptr, + /* .accept_ggml = */ nullptr, + /* .set_input_ggml = */ nullptr, + /* .init_ggml = */ nullptr, }; struct llama_sampler * llama_sampler_init_penalties( @@ -2068,16 +2374,16 @@ static void llama_sampler_top_n_sigma_free(struct llama_sampler * smpl) { } static struct llama_sampler_i llama_sampler_top_n_sigma_i = { - /* .name = */ llama_sampler_top_n_sigma_name, - /* .accept = */ nullptr, - /* .apply = */ llama_sampler_top_n_sigma_apply, - /* .reset = */ nullptr, - /* .clone = */ llama_sampler_top_n_sigma_clone, - /* .free = */ llama_sampler_top_n_sigma_free, - /* .apply_ggml = */ nullptr, - /* .accept_ggml = */ nullptr, - /* .set_input_ggml = */ nullptr, - /* .set_backend_context = */ nullptr, + /* .name = */ llama_sampler_top_n_sigma_name, + /* .accept = */ nullptr, + /* .apply = */ llama_sampler_top_n_sigma_apply, + /* .reset = */ nullptr, + /* .clone = */ llama_sampler_top_n_sigma_clone, + /* .free = */ llama_sampler_top_n_sigma_free, + /* .apply_ggml = */ nullptr, + /* .accept_ggml = */ nullptr, + /* .set_input_ggml = */ nullptr, + /* .init_ggml = */ nullptr, }; struct llama_sampler * llama_sampler_init_top_n_sigma(float n) { @@ -2402,16 +2708,16 @@ static void llama_sampler_dry_free(struct llama_sampler * smpl) { } static struct llama_sampler_i llama_sampler_dry_i = { - /* .name = */ llama_sampler_dry_name, - /* .accept = */ llama_sampler_dry_accept, - /* .apply = */ llama_sampler_dry_apply, - /* .reset = */ llama_sampler_dry_reset, - /* .clone = */ llama_sampler_dry_clone, - /* .free = */ llama_sampler_dry_free, - /* .apply_ggml = */ nullptr, - /* .accept_ggml = */ nullptr, - /* .set_input_ggml = */ nullptr, - /* .set_backend_context = */ nullptr, + /* .name = */ llama_sampler_dry_name, + /* .accept = */ llama_sampler_dry_accept, + /* .apply = */ llama_sampler_dry_apply, + /* .reset = */ llama_sampler_dry_reset, + /* .clone = */ llama_sampler_dry_clone, + /* .free = */ llama_sampler_dry_free, + /* .apply_ggml = */ nullptr, + /* .accept_ggml = */ nullptr, + /* .set_input_ggml = */ nullptr, + /* .init_ggml = */ nullptr, }; struct llama_sampler * llama_sampler_init_dry(const struct llama_vocab * vocab, int32_t n_ctx_train, float dry_multiplier, float dry_base, int32_t dry_allowed_length, int32_t dry_penalty_last_n, const char** seq_breakers, size_t num_breakers) { @@ -2498,6 +2804,11 @@ struct llama_sampler_logit_bias { const std::vector logit_bias; std::vector to_search; + + struct ggml_tensor * inp_logit_bias; + + ggml_context_ptr inp_ctx; + ggml_backend_buffer_ptr inp_buf; }; static const char * llama_sampler_logit_bias_name(const struct llama_sampler * /*smpl*/) { @@ -2546,17 +2857,77 @@ static void llama_sampler_logit_bias_free(struct llama_sampler * smpl) { delete (llama_sampler_logit_bias *) smpl->ctx; } +static void llama_sampler_logit_bias_apply_ggml( + struct llama_sampler * smpl, + struct ggml_context * ctx, + struct ggml_cgraph * gf, + struct llama_sampler_ggml_data * ggml_data) { + GGML_UNUSED(gf); + GGML_UNUSED(ctx); + + auto * sctx = (llama_sampler_logit_bias *) smpl->ctx; + if (sctx->logit_bias.empty()) { + return; + } + + // Add the sparse logit logit_bias to the logits + struct ggml_tensor * logit_biased = ggml_add_inplace(ctx, ggml_data->logits, sctx->inp_logit_bias); + ggml_build_forward_expand(gf, logit_biased); +} + +static void llama_sampler_logit_bias_set_input_ggml(struct llama_sampler * smpl) { + auto * sctx = (llama_sampler_logit_bias *) smpl->ctx; + if (sctx->logit_bias.empty()) { + return; + } + GGML_ASSERT(sctx->inp_logit_bias != nullptr); + + // Create a sparse logit_bias vector from the logit_bias entries. + std::vector logit_bias_sparse(sctx->n_vocab, 0.0f); + for (const auto & lb : sctx->logit_bias) { + GGML_ASSERT(lb.token >= 0 && lb.token < (int32_t) sctx->n_vocab); + logit_bias_sparse[lb.token] = lb.bias; + } + + ggml_backend_tensor_set(sctx->inp_logit_bias, logit_bias_sparse.data(), 0, ggml_nbytes(sctx->inp_logit_bias)); +} + +static void llama_sampler_logit_bias_init_ggml( + struct llama_sampler * smpl, + ggml_backend_buffer_type_t buft) { + auto * sctx = (llama_sampler_logit_bias *) smpl->ctx; + + if (sctx->logit_bias.empty()) { + return; + } + + ggml_init_params params = { + /*.mem_size =*/ ggml_tensor_overhead(), + /*.mem_buffer =*/ nullptr, + /*.no_alloc =*/ true, + }; + + sctx->inp_ctx.reset(ggml_init(params)); + + sctx->inp_logit_bias = ggml_new_tensor_1d(sctx->inp_ctx.get(), GGML_TYPE_F32, sctx->n_vocab); + ggml_set_name(sctx->inp_logit_bias, "logit_bias"); + ggml_set_input(sctx->inp_logit_bias); + + // Allocate all tensors from our context to the backend + sctx->inp_buf.reset(ggml_backend_alloc_ctx_tensors_from_buft(sctx->inp_ctx.get(), buft)); +} + static struct llama_sampler_i llama_sampler_logit_bias_i = { - /* .name = */ llama_sampler_logit_bias_name, - /* .accept = */ nullptr, - /* .apply = */ llama_sampler_logit_bias_apply, - /* .reset = */ nullptr, - /* .clone = */ llama_sampler_logit_bias_clone, - /* .free = */ llama_sampler_logit_bias_free, - /* .apply_ggml = */ nullptr, - /* .accept_ggml = */ nullptr, - /* .set_input_ggml = */ nullptr, - /* .set_backend_context = */ nullptr, + /* .name = */ llama_sampler_logit_bias_name, + /* .accept = */ nullptr, + /* .apply = */ llama_sampler_logit_bias_apply, + /* .reset = */ nullptr, + /* .clone = */ llama_sampler_logit_bias_clone, + /* .free = */ llama_sampler_logit_bias_free, + /* .apply_ggml = */ llama_sampler_logit_bias_apply_ggml, + /* .accept_ggml = */ nullptr, + /* .set_input_ggml = */ llama_sampler_logit_bias_set_input_ggml, + /* .init_ggml = */ llama_sampler_logit_bias_init_ggml, }; struct llama_sampler * llama_sampler_init_logit_bias( @@ -2566,9 +2937,12 @@ struct llama_sampler * llama_sampler_init_logit_bias( return llama_sampler_init( /* .iface = */ &llama_sampler_logit_bias_i, /* .ctx = */ new llama_sampler_logit_bias { - /* .n_vocab = */ n_vocab, - /* .logit_bias = */ std::vector(logit_bias, logit_bias + n_logit_bias), - /* .to_search = */ {}, + /* .n_vocab = */ n_vocab, + /* .logit_bias = */ std::vector(logit_bias, logit_bias + n_logit_bias), + /* .to_search = */ {}, + /* .inp_logit_bias = */ nullptr, + /* .inp_ctx = */ nullptr, + /* .inp_buf = */ nullptr, } ); } @@ -2781,16 +3155,16 @@ static void llama_sampler_infill_free(struct llama_sampler * smpl) { } static struct llama_sampler_i llama_sampler_infill_i = { - /* .name = */ llama_sampler_infill_name, - /* .accept = */ nullptr, - /* .apply = */ llama_sampler_infill_apply, - /* .reset = */ nullptr, - /* .clone = */ llama_sampler_infill_clone, - /* .free = */ llama_sampler_infill_free, - /* .apply_ggml = */ nullptr, - /* .accept_ggml = */ nullptr, - /* .set_input_ggml = */ nullptr, - /* .set_backend_context = */ nullptr, + /* .name = */ llama_sampler_infill_name, + /* .accept = */ nullptr, + /* .apply = */ llama_sampler_infill_apply, + /* .reset = */ nullptr, + /* .clone = */ llama_sampler_infill_clone, + /* .free = */ llama_sampler_infill_free, + /* .apply_ggml = */ nullptr, + /* .accept_ggml = */ nullptr, + /* .set_input_ggml = */ nullptr, + /* .init_ggml = */ nullptr, }; struct llama_sampler * llama_sampler_init_infill(const struct llama_vocab * vocab) { diff --git a/tests/test-backend-sampler.cpp b/tests/test-backend-sampler.cpp index 47d2a139ea..d6839c8805 100644 --- a/tests/test-backend-sampler.cpp +++ b/tests/test-backend-sampler.cpp @@ -277,7 +277,7 @@ static void test_backend_greedy_sampling(const char * model_path) { struct llama_sampler_chain_params backend_sampler_params = llama_sampler_chain_default_params(); struct llama_sampler * backend_sampler_chain = llama_sampler_chain_init(backend_sampler_params); - llama_sampler_chain_add(backend_sampler_chain, llama_sampler_backend_init_greedy()); + llama_sampler_chain_add(backend_sampler_chain, llama_sampler_init_greedy()); std::vector backend_sampler_configs = {{ seq_id, backend_sampler_chain }}; if (!test_ctx.setup(model_path, backend_sampler_configs)) { @@ -315,7 +315,7 @@ static void test_backend_top_k_sampling(const char * model_path) { const int32_t k = 8; struct llama_sampler_chain_params backend_chain_params = llama_sampler_chain_default_params(); struct llama_sampler * backend_sampler_chain = llama_sampler_chain_init(backend_chain_params); - llama_sampler_chain_add(backend_sampler_chain, llama_sampler_backend_init_top_k(k)); + llama_sampler_chain_add(backend_sampler_chain, llama_sampler_init_top_k(k)); std::vector backend_sampler_configs = {{ seq_id, backend_sampler_chain }}; if (!test_ctx.setup(model_path, backend_sampler_configs)) { @@ -363,12 +363,12 @@ static void test_backend_temp_sampling(const char * model_path) { const float temp_0 = 0.8f; struct llama_sampler_chain_params backend_chain_params_0 = llama_sampler_chain_default_params(); struct llama_sampler * backend_sampler_chain_0 = llama_sampler_chain_init(backend_chain_params_0); - llama_sampler_chain_add(backend_sampler_chain_0, llama_sampler_backend_init_temp(temp_0)); + llama_sampler_chain_add(backend_sampler_chain_0, llama_sampler_init_temp(temp_0)); const float temp_1 = 0.1f; struct llama_sampler_chain_params backend_chain_params_1 = llama_sampler_chain_default_params(); struct llama_sampler * backend_sampler_chain_1 = llama_sampler_chain_init(backend_chain_params_1); - llama_sampler_chain_add(backend_sampler_chain_1, llama_sampler_backend_init_temp(temp_1)); + llama_sampler_chain_add(backend_sampler_chain_1, llama_sampler_init_temp(temp_1)); std::vector backend_sampler_configs = { { 0, backend_sampler_chain_0 }, @@ -430,7 +430,7 @@ static void test_backend_min_p_sampling(const char * model_path) { const float p = 0.1; struct llama_sampler_chain_params backend_chain_params = llama_sampler_chain_default_params(); struct llama_sampler * backend_sampler_chain = llama_sampler_chain_init(backend_chain_params); - llama_sampler_chain_add(backend_sampler_chain, llama_sampler_backend_init_min_p(p)); + llama_sampler_chain_add(backend_sampler_chain, llama_sampler_init_min_p(p, 0)); std::vector backend_sampler_configs = {{ seq_id, backend_sampler_chain }}; if (!test_ctx.setup(model_path, backend_sampler_configs)) { @@ -488,7 +488,7 @@ static void test_backend_top_p_sampling(const char * model_path) { const float p = 0.9; struct llama_sampler_chain_params backend_chain_params = llama_sampler_chain_default_params(); struct llama_sampler * backend_sampler_chain = llama_sampler_chain_init(backend_chain_params); - llama_sampler_chain_add(backend_sampler_chain, llama_sampler_backend_init_top_p(p)); + llama_sampler_chain_add(backend_sampler_chain, llama_sampler_init_top_p(p, 0)); std::vector backend_sampler_configs = {{ seq_id, backend_sampler_chain }}; if (!test_ctx.setup(model_path, backend_sampler_configs)) { @@ -541,12 +541,12 @@ static void test_backend_multi_sequence_sampling(const char * model_path) { struct llama_sampler_chain_params chain_params_0 = llama_sampler_chain_default_params(); struct llama_sampler * sampler_chain_0 = llama_sampler_chain_init(chain_params_0); - llama_sampler_chain_add(sampler_chain_0, llama_sampler_backend_init_greedy()); + llama_sampler_chain_add(sampler_chain_0, llama_sampler_init_greedy()); struct llama_sampler_chain_params chain_params_1 = llama_sampler_chain_default_params(); struct llama_sampler * sampler_chain_1 = llama_sampler_chain_init(chain_params_1); - llama_sampler_chain_add(sampler_chain_1, llama_sampler_backend_init_temp(0.8f)); - llama_sampler_chain_add(sampler_chain_1, llama_sampler_backend_init_greedy()); + llama_sampler_chain_add(sampler_chain_1, llama_sampler_init_temp(0.8f)); + llama_sampler_chain_add(sampler_chain_1, llama_sampler_init_greedy()); std::vector backend_sampler_configs = { { 0, sampler_chain_0 }, @@ -613,7 +613,7 @@ static void test_backend_dist_sampling(const char * model_path) { const int32_t seed = 88; struct llama_sampler_chain_params backend_chain_params = llama_sampler_chain_default_params(); struct llama_sampler * backend_sampler_chain = llama_sampler_chain_init(backend_chain_params); - llama_sampler_chain_add(backend_sampler_chain, llama_sampler_backend_init_dist(seed)); + llama_sampler_chain_add(backend_sampler_chain, llama_sampler_init_dist(seed)); std::vector backend_sampler_configs = {{ seq_id, backend_sampler_chain }}; if (!test_ctx.setup(model_path, backend_sampler_configs)) { @@ -642,7 +642,7 @@ static void test_backend_dist_sampling_and_cpu(const char * model_path) { const int32_t seed = 88; struct llama_sampler_chain_params backend_chain_params = llama_sampler_chain_default_params(); struct llama_sampler * backend_sampler_chain = llama_sampler_chain_init(backend_chain_params); - llama_sampler_chain_add(backend_sampler_chain, llama_sampler_backend_init_dist(seed)); + llama_sampler_chain_add(backend_sampler_chain, llama_sampler_init_dist(seed)); std::vector backend_sampler_configs = {{ seq_id, backend_sampler_chain }}; if (!test_ctx.setup(model_path, backend_sampler_configs)) { @@ -689,11 +689,11 @@ static void test_backend_logit_bias_sampling(const char * model_path) { struct llama_sampler_chain_params backend_chain_params = llama_sampler_chain_default_params(); struct llama_sampler * backend_sampler_chain = llama_sampler_chain_init(backend_chain_params); - llama_sampler_chain_add(backend_sampler_chain, llama_sampler_backend_init_logit_bias( + llama_sampler_chain_add(backend_sampler_chain, llama_sampler_init_logit_bias( llama_vocab_n_tokens(test_ctx.vocab), logit_bias.size(), logit_bias.data())); - llama_sampler_chain_add(backend_sampler_chain, llama_sampler_backend_init_dist(88)); + llama_sampler_chain_add(backend_sampler_chain, llama_sampler_init_dist(88)); std::vector backend_sampler_configs = { { seq_id, backend_sampler_chain }, @@ -720,12 +720,12 @@ static void test_backend_mixed_sampling(const char * model_path) { struct llama_sampler_chain_params chain_params_0 = llama_sampler_chain_default_params(); struct llama_sampler * sampler_chain_0 = llama_sampler_chain_init(chain_params_0); - llama_sampler_chain_add(sampler_chain_0, llama_sampler_backend_init_dist(88)); + llama_sampler_chain_add(sampler_chain_0, llama_sampler_init_dist(88)); int k = 40; struct llama_sampler_chain_params chain_params_1 = llama_sampler_chain_default_params(); struct llama_sampler * sampler_chain_1 = llama_sampler_chain_init(chain_params_1); - llama_sampler_chain_add(sampler_chain_1, llama_sampler_backend_init_top_k(k)); + llama_sampler_chain_add(sampler_chain_1, llama_sampler_init_top_k(k)); std::vector backend_sampler_configs = { { 0, sampler_chain_0 }, @@ -776,7 +776,7 @@ static void test_backend_set_sampler(const char * model_path) { const int seq_id = 0; struct llama_sampler_chain_params backend_chain_params = llama_sampler_chain_default_params(); struct llama_sampler * backend_sampler_chain = llama_sampler_chain_init(backend_chain_params); - llama_sampler_chain_add(backend_sampler_chain, llama_sampler_backend_init_dist(seed)); + llama_sampler_chain_add(backend_sampler_chain, llama_sampler_init_dist(seed)); std::vector backend_sampler_configs = {{ seq_id, backend_sampler_chain }}; if (!test_ctx.setup(model_path, backend_sampler_configs)) { @@ -822,8 +822,8 @@ static void test_backend_set_sampler(const char * model_path) { // Set a new backend sampler for the sequence. struct llama_sampler_chain_params new_backend_chain_params = llama_sampler_chain_default_params(); struct llama_sampler * new_backend_sampler_chain = llama_sampler_chain_init(new_backend_chain_params); - llama_sampler_chain_add(new_backend_sampler_chain, llama_sampler_backend_init_top_k(20)); - llama_sampler_chain_add(new_backend_sampler_chain, llama_sampler_backend_init_dist(seed)); + llama_sampler_chain_add(new_backend_sampler_chain, llama_sampler_init_top_k(20)); + llama_sampler_chain_add(new_backend_sampler_chain, llama_sampler_init_dist(seed)); llama_set_backend_sampler(test_ctx.ctx, seq_id, new_backend_sampler_chain); if (!test_ctx.decode_tokens(tokens2)) { @@ -841,7 +841,7 @@ static void test_backend_cpu_mixed_batch(const char * model_path) { // Sequence 0 uses backend sampling struct llama_sampler_chain_params chain_params_0 = llama_sampler_chain_default_params(); struct llama_sampler * sampler_chain_0 = llama_sampler_chain_init(chain_params_0); - llama_sampler_chain_add(sampler_chain_0, llama_sampler_backend_init_dist(88)); + llama_sampler_chain_add(sampler_chain_0, llama_sampler_init_dist(88)); std::vector backend_sampler_configs = { { 0, sampler_chain_0 }, @@ -912,7 +912,7 @@ static void test_backend_cpu_mixed_batch(const char * model_path) { { struct llama_sampler_chain_params chain_params = llama_sampler_chain_default_params(); struct llama_sampler * sampler_chain= llama_sampler_chain_init(chain_params); - llama_sampler_chain_add(sampler_chain, llama_sampler_backend_init_dist(88)); + llama_sampler_chain_add(sampler_chain, llama_sampler_init_dist(88)); llama_set_backend_sampler(test_ctx.ctx, 0, sampler_chain); @@ -937,7 +937,7 @@ static void test_backend_max_outputs(const char * model_path) { const int32_t seed = 88; llama_sampler_chain_params backend_chain_params = llama_sampler_chain_default_params(); llama_sampler * backend_sampler_chain = llama_sampler_chain_init(backend_chain_params); - llama_sampler_chain_add(backend_sampler_chain, llama_sampler_backend_init_dist(seed)); + llama_sampler_chain_add(backend_sampler_chain, llama_sampler_init_dist(seed)); std::vector backend_sampler_configs = {{ seq_id, backend_sampler_chain }}; if (!test_ctx.setup(model_path, backend_sampler_configs)) { From 9028ebfea8c3a2f8edeb4a21e406f28f722a88b2 Mon Sep 17 00:00:00 2001 From: Georgi Gerganov Date: Sat, 29 Nov 2025 22:37:07 +0200 Subject: [PATCH 056/119] llama : cleanup + naming --- include/llama.h | 54 ++- src/llama-graph.cpp | 36 +- src/llama-sampling.cpp | 605 ++++++++++++++++----------------- src/llama-sampling.h | 12 +- tests/test-backend-sampler.cpp | 2 +- 5 files changed, 335 insertions(+), 374 deletions(-) diff --git a/include/llama.h b/include/llama.h index 263733cf2c..24cd5be4a5 100644 --- a/include/llama.h +++ b/include/llama.h @@ -210,13 +210,6 @@ extern "C" { bool sorted; // note: do not assume the data is sorted - always check this flag } llama_token_data_array; - struct llama_sampler_ggml_data { - struct ggml_tensor * logits; - struct ggml_tensor * probs; - struct ggml_tensor * sampled; - struct ggml_tensor * candidates; - }; - typedef bool (*llama_progress_callback)(float progress, void * user_data); // Input data for llama_encode/llama_decode @@ -1181,11 +1174,16 @@ extern "C" { // // llama_sampler_free(smpl); // - // TODO: In the future, llama_sampler will be utilized to offload the sampling to the backends (e.g. GPU). - // typedef void * llama_sampler_context_t; + struct llama_sampler_backend_data { + struct ggml_tensor * logits; + struct ggml_tensor * probs; + struct ggml_tensor * sampled; + struct ggml_tensor * candidates; + }; + // user code can implement the interface below in order to create custom llama_sampler struct llama_sampler_i { const char * (*name) (const struct llama_sampler * smpl); // can be NULL @@ -1195,25 +1193,28 @@ extern "C" { struct llama_sampler * (*clone) (const struct llama_sampler * smpl); // can be NULL if ctx is NULL void (*free) ( struct llama_sampler * smpl); // can be NULL if ctx is NULL - void (*apply_ggml)( struct llama_sampler * smpl, - struct ggml_context * ctx, - struct ggml_cgraph * gf, - struct llama_sampler_ggml_data * ggml_data); + // backend sampling interface + void (*backend_init)(struct llama_sampler * smpl, ggml_backend_buffer_type_t buft); - void (*accept_ggml)( struct llama_sampler * smpl, - struct ggml_context * ctx, - struct ggml_cgraph * gf, - struct ggml_tensor * selected_token); + void (*backend_accept)( + struct llama_sampler * smpl, + struct ggml_context * ctx, + struct ggml_cgraph * gf, + struct ggml_tensor * selected_token); - void (*set_input_ggml)(struct llama_sampler * smpl); + void (*backend_apply)( + struct llama_sampler * smpl, + struct ggml_context * ctx, + struct ggml_cgraph * gf, + struct llama_sampler_backend_data * ggml_data); - void (*init_ggml)(struct llama_sampler * smpl, - ggml_backend_buffer_type_t buft); + void (*backend_set_input)(struct llama_sampler * smpl); }; struct llama_sampler { const struct llama_sampler_i * iface; - llama_sampler_context_t ctx; + + llama_sampler_context_t ctx; }; LLAMA_API void llama_set_backend_sampler(struct llama_context * ctx, llama_seq_id seq_id, struct llama_sampler * smpl); @@ -1228,17 +1229,6 @@ extern "C" { // important: do not free if the sampler has been added to a llama_sampler_chain (via llama_sampler_chain_add) LLAMA_API void llama_sampler_free ( struct llama_sampler * smpl); - LLAMA_API void llama_sampler_init_ggml (struct llama_sampler * smpl, ggml_backend_buffer_type_t buft); - LLAMA_API void llama_sampler_set_input_ggml(struct llama_sampler * smpl); - LLAMA_API void llama_sampler_apply_ggml (struct llama_sampler * smpl, - struct ggml_context * ctx, - struct ggml_cgraph * gf, - struct llama_sampler_ggml_data * ggml_data); - LLAMA_API void llama_sampler_accept_ggml (struct llama_sampler * smpl, - struct ggml_context * ctx, - struct ggml_cgraph * gf, - struct ggml_tensor * selected_token); - // llama_sampler_chain // a type of llama_sampler that can chain multiple samplers one after another diff --git a/src/llama-graph.cpp b/src/llama-graph.cpp index 73a37773f7..3d88dcd296 100644 --- a/src/llama-graph.cpp +++ b/src/llama-graph.cpp @@ -465,8 +465,8 @@ void llm_graph_input_mem_hybrid::set_input(const llama_ubatch * ubatch) { void llm_graph_input_sampling::set_input(const llama_ubatch * ubatch) { GGML_UNUSED(ubatch); for (const auto & [seq_id, sampler] : samplers) { - if (sampler->iface->set_input_ggml) { - sampler->iface->set_input_ggml(sampler); + if (sampler->iface->backend_set_input) { + sampler->iface->backend_set_input(sampler); } } } @@ -2088,8 +2088,9 @@ void llm_graph_context::build_sampling() const { const int32_t row_idx = it->second; // Allow GPU sampler to create input tensors by implementing init_ggml. - if (sampler->iface->init_ggml != nullptr) { - sampler->iface->init_ggml(sampler, buft); + // TODO: this should not be done here + if (sampler->iface->backend_init != nullptr) { + sampler->iface->backend_init(sampler, buft); } active_samplers[seq_id] = sampler; @@ -2097,33 +2098,34 @@ void llm_graph_context::build_sampling() const { ggml_tensor * logits_seq = ggml_view_1d(ctx0, logits_t, n_vocab, row_idx * logits_t->nb[1]); ggml_format_name(logits_seq, "logits_seq_%d", seq_id); - struct llama_sampler_ggml_data ggml_data = { + struct llama_sampler_backend_data data = { /*.logits =*/ logits_seq, /*.probs =*/ nullptr, /*.sampled =*/ nullptr, /*.candidates =*/ nullptr, }; - llama_sampler_apply_ggml(sampler, ctx0, gf, &ggml_data); + assert(sampler->iface->backend_apply); + sampler->iface->backend_apply(sampler, ctx0, gf, &data); - if (ggml_data.sampled != nullptr) { - res->t_sampled[seq_id] = ggml_data.sampled; - ggml_build_forward_expand(gf, ggml_data.sampled); + if (data.sampled != nullptr) { + res->t_sampled[seq_id] = data.sampled; + ggml_build_forward_expand(gf, data.sampled); } - if (ggml_data.probs != nullptr) { - res->t_sampled_probs[seq_id] = ggml_data.probs; - ggml_build_forward_expand(gf, ggml_data.probs); + if (data.probs != nullptr) { + res->t_sampled_probs[seq_id] = data.probs; + ggml_build_forward_expand(gf, data.probs); } - if (ggml_data.logits != logits_seq) { - res->t_sampled_logits[seq_id] = ggml_data.logits; + if (data.logits != logits_seq) { + res->t_sampled_logits[seq_id] = data.logits; ggml_build_forward_expand(gf, res->t_sampled_logits[seq_id]); } - if (ggml_data.candidates != nullptr) { - res->t_candidates[seq_id] = ggml_data.candidates; - ggml_build_forward_expand(gf, ggml_data.candidates); + if (data.candidates != nullptr) { + res->t_candidates[seq_id] = data.candidates; + ggml_build_forward_expand(gf, data.candidates); } } diff --git a/src/llama-sampling.cpp b/src/llama-sampling.cpp index a13be03240..8069aa6802 100644 --- a/src/llama-sampling.cpp +++ b/src/llama-sampling.cpp @@ -348,7 +348,9 @@ static uint32_t get_rng_seed(uint32_t seed) { // llama_sampler API -struct llama_sampler * llama_sampler_init(const struct llama_sampler_i * iface, llama_sampler_context_t ctx) { +struct llama_sampler * llama_sampler_init( + const struct llama_sampler_i * iface, + llama_sampler_context_t ctx) { return new llama_sampler { /* .iface = */ iface, /* .ctx = */ ctx, @@ -374,39 +376,6 @@ void llama_sampler_apply(struct llama_sampler * smpl, struct llama_token_data_ar smpl->iface->apply(smpl, cur_p); } -void llama_sampler_apply_ggml( - struct llama_sampler * smpl, - struct ggml_context * ctx, - struct ggml_cgraph * gf, - struct llama_sampler_ggml_data * ggml_data) { - GGML_ASSERT(smpl->iface->apply_ggml); - smpl->iface->apply_ggml(smpl, ctx, gf, ggml_data); -} - -void llama_sampler_accept_ggml( - struct llama_sampler * smpl, - ggml_context * ctx, - ggml_cgraph * gf, - struct ggml_tensor * selected_token) { - if (smpl->iface->accept_ggml) { - smpl->iface->accept_ggml(smpl, ctx, gf, selected_token); - } -} - -void llama_sampler_set_input_ggml(struct llama_sampler * smpl) { - if (smpl->iface->set_input_ggml) { - smpl->iface->set_input_ggml(smpl); - } -} - -void llama_sampler_init_ggml( - struct llama_sampler * smpl, - ggml_backend_buffer_type_t buft) { - if (smpl->iface->init_ggml) { - smpl->iface->init_ggml(smpl, buft); - } -} - void llama_sampler_reset(struct llama_sampler * smpl) { if (smpl->iface->reset) { smpl->iface->reset(smpl); @@ -523,10 +492,10 @@ static void llama_sampler_chain_apply(struct llama_sampler * smpl, llama_token_d time_meas tm(chain->t_sample_us, chain->params.no_perf); for (auto * smpl : chain->samplers) { - // Skip GPU samplers - they have apply_ggml but no apply if (smpl->iface->apply == nullptr) { continue; } + llama_sampler_apply(smpl, cur_p); } } @@ -561,21 +530,19 @@ static void llama_sampler_chain_free(struct llama_sampler * smpl) { delete chain; } -static void llama_sampler_chain_apply_ggml( - struct llama_sampler * smpl, - struct ggml_context * ctx, - struct ggml_cgraph * gf, - struct llama_sampler_ggml_data * ggml_data) { +static void llama_sampler_chain_backend_init( + struct llama_sampler * smpl, + ggml_backend_buffer_type_t buft) { auto * chain = (llama_sampler_chain *) smpl->ctx; for (auto * smpl : chain->samplers) { - if (smpl->iface->apply_ggml) { - smpl->iface->apply_ggml(smpl, ctx, gf, ggml_data); + if (smpl->iface->backend_init) { + smpl->iface->backend_init(smpl,buft); } } } -static void llama_sampler_chain_accept_ggml( +static void llama_sampler_chain_backend_accept( struct llama_sampler * smpl, ggml_context * ctx, ggml_cgraph * gf, @@ -583,45 +550,47 @@ static void llama_sampler_chain_accept_ggml( auto * chain = (llama_sampler_chain *) smpl->ctx; for (auto * smpl : chain->samplers) { - if (smpl->iface->accept_ggml) { - smpl->iface->accept_ggml(smpl, ctx, gf, selected_token); + if (smpl->iface->backend_accept) { + smpl->iface->backend_accept(smpl, ctx, gf, selected_token); } } } -static void llama_sampler_chain_set_input_ggml(struct llama_sampler * smpl) { +static void llama_sampler_chain_backend_apply( + struct llama_sampler * smpl, + struct ggml_context * ctx, + struct ggml_cgraph * gf, + struct llama_sampler_backend_data * data) { auto * chain = (llama_sampler_chain *) smpl->ctx; for (auto * smpl : chain->samplers) { - if (smpl->iface->set_input_ggml) { - smpl->iface->set_input_ggml(smpl); + if (smpl->iface->backend_apply) { + smpl->iface->backend_apply(smpl, ctx, gf, data); } } } -static void llama_sampler_chain_set_backend_context( - struct llama_sampler * smpl, - ggml_backend_buffer_type_t buft) { +static void llama_sampler_chain_backend_set_input(struct llama_sampler * smpl) { auto * chain = (llama_sampler_chain *) smpl->ctx; for (auto * smpl : chain->samplers) { - if (smpl->iface->init_ggml) { - smpl->iface->init_ggml(smpl,buft); + if (smpl->iface->backend_set_input) { + smpl->iface->backend_set_input(smpl); } } } static struct llama_sampler_i llama_sampler_chain_i = { - /* .name = */ llama_sampler_chain_name, - /* .accept = */ llama_sampler_chain_accept, - /* .apply = */ llama_sampler_chain_apply, - /* .reset = */ llama_sampler_chain_reset, - /* .clone = */ llama_sampler_chain_clone, - /* .free = */ llama_sampler_chain_free, - /* .apply_ggml = */ llama_sampler_chain_apply_ggml, - /* .accept_ggml = */ llama_sampler_chain_accept_ggml, - /* .set_input_ggml = */ llama_sampler_chain_set_input_ggml, - /* .init_ggml = */ llama_sampler_chain_set_backend_context, + /* .name = */ llama_sampler_chain_name, + /* .accept = */ llama_sampler_chain_accept, + /* .apply = */ llama_sampler_chain_apply, + /* .reset = */ llama_sampler_chain_reset, + /* .clone = */ llama_sampler_chain_clone, + /* .free = */ llama_sampler_chain_free, + /* .backend_init = */ llama_sampler_chain_backend_init, + /* .backend_accept = */ llama_sampler_chain_backend_accept, + /* .backend_apply = */ llama_sampler_chain_backend_apply, + /* .backend_set_input = */ llama_sampler_chain_backend_set_input, }; struct llama_sampler * llama_sampler_chain_init(struct llama_sampler_chain_params params) { @@ -689,29 +658,29 @@ static void llama_sampler_greedy_apply(struct llama_sampler * /*smpl*/, llama_to } } -static void llama_sampler_greedy_apply_ggml( +static void llama_sampler_greedy_backend_apply( struct llama_sampler * smpl, struct ggml_context * ctx, struct ggml_cgraph * gf, - struct llama_sampler_ggml_data * ggml_data) { + struct llama_sampler_backend_data * data) { GGML_UNUSED(gf); GGML_UNUSED(smpl); - struct ggml_tensor * argmax_result = ggml_argmax(ctx, ggml_data->logits); + struct ggml_tensor * argmax_result = ggml_argmax(ctx, data->logits); ggml_set_name(argmax_result, "argmax_result"); - ggml_data->sampled = argmax_result; + data->sampled = argmax_result; } static struct llama_sampler_i llama_sampler_greedy_i = { - /* .name = */ llama_sampler_greedy_name, - /* .accept = */ nullptr, - /* .apply = */ llama_sampler_greedy_apply, - /* .reset = */ nullptr, - /* .clone = */ nullptr, - /* .free = */ nullptr, - /* .apply_ggml = */ llama_sampler_greedy_apply_ggml, - /* .accept_ggml = */ nullptr, - /* .set_input_ggml = */ nullptr, - /* .init_ggml = */ nullptr, + /* .name = */ llama_sampler_greedy_name, + /* .accept = */ nullptr, + /* .apply = */ llama_sampler_greedy_apply, + /* .reset = */ nullptr, + /* .clone = */ nullptr, + /* .free = */ nullptr, + /* .backend_init = */ nullptr, + /* .backend_accept = */ nullptr, + /* .backend_apply = */ llama_sampler_greedy_backend_apply, + /* .backend_set_input = */ nullptr, }; struct llama_sampler * llama_sampler_init_greedy() { @@ -838,15 +807,24 @@ static void llama_sampler_dist_free(struct llama_sampler * smpl) { delete (llama_sampler_dist *) smpl->ctx; } -static void llama_sampler_dist_apply_ggml( - struct llama_sampler * smpl, - struct ggml_context * ctx, - struct ggml_cgraph * gf, - struct llama_sampler_ggml_data * ggml_data) { +static void llama_sampler_dist_backend_set_input(struct llama_sampler * smpl) { + auto * sctx = (llama_sampler_dist *) smpl->ctx; + GGML_ASSERT(sctx->inp_uniform != nullptr); + + std::uniform_real_distribution dist(0.0f, 1.0f); + const float rnd = dist(sctx->rng); + ggml_backend_tensor_set(sctx->inp_uniform, &rnd, 0, sizeof(float)); +} + +static void llama_sampler_dist_backend_apply( + struct llama_sampler * smpl, + struct ggml_context * ctx, + struct ggml_cgraph * gf, + struct llama_sampler_backend_data * data) { GGML_UNUSED(gf); auto * sctx = (llama_sampler_dist *) smpl->ctx; - struct ggml_tensor * probs = ggml_soft_max(ctx, ggml_data->logits); + struct ggml_tensor * probs = ggml_soft_max(ctx, data->logits); ggml_set_name(probs, "dist_probs"); struct ggml_tensor * cumsum = ggml_cumsum(ctx, probs); @@ -883,8 +861,8 @@ static void llama_sampler_dist_apply_ggml( // Map back to original vocab ids if a candidates tensor is available. struct ggml_tensor * sampled_token = idx; - if (ggml_data->candidates != nullptr) { - struct ggml_tensor * candidates = ggml_data->candidates; + if (data->candidates != nullptr) { + struct ggml_tensor * candidates = data->candidates; struct ggml_tensor * candidates_reshaped = ggml_view_2d(ctx, candidates, 1, ggml_nelements(candidates), ggml_type_size(candidates->type), 0); @@ -893,19 +871,10 @@ static void llama_sampler_dist_apply_ggml( } ggml_set_output(sampled_token); - ggml_data->sampled = sampled_token; + data->sampled = sampled_token; } -static void llama_sampler_dist_set_input_ggml(struct llama_sampler * smpl) { - auto * sctx = (llama_sampler_dist *) smpl->ctx; - GGML_ASSERT(sctx->inp_uniform != nullptr); - - std::uniform_real_distribution dist(0.0f, 1.0f); - const float rnd = dist(sctx->rng); - ggml_backend_tensor_set(sctx->inp_uniform, &rnd, 0, sizeof(float)); -} - -static void llama_sampler_dist_init_ggml( +static void llama_sampler_dist_backend_init( struct llama_sampler * smpl, ggml_backend_buffer_type_t buft) { auto * sctx = (llama_sampler_dist *) smpl->ctx; @@ -921,7 +890,7 @@ static void llama_sampler_dist_init_ggml( sctx->inp_ctx.reset(ggml_init(params)); // Create the uniform random scalar input tensor. This will be set by - // llama_sampler_dist_set_input_ggml after this graph is built. + // llama_sampler_dist_backend_set_input after this graph is built. sctx->inp_uniform = ggml_new_tensor_1d(sctx->inp_ctx.get(), GGML_TYPE_F32, 1); ggml_set_name(sctx->inp_uniform, "uniform"); ggml_set_input(sctx->inp_uniform); @@ -931,16 +900,16 @@ static void llama_sampler_dist_init_ggml( } static struct llama_sampler_i llama_sampler_dist_i = { - /* .name = */ llama_sampler_dist_name, - /* .accept = */ nullptr, - /* .apply = */ llama_sampler_dist_apply, - /* .reset = */ llama_sampler_dist_reset, - /* .clone = */ llama_sampler_dist_clone, - /* .free = */ llama_sampler_dist_free, - /* .apply_ggml = */ llama_sampler_dist_apply_ggml, - /* .accept_ggml = */ nullptr, - /* .set_input_ggml = */ llama_sampler_dist_set_input_ggml, - /* .init_ggml = */ llama_sampler_dist_init_ggml, + /* .name = */ llama_sampler_dist_name, + /* .accept = */ nullptr, + /* .apply = */ llama_sampler_dist_apply, + /* .reset = */ llama_sampler_dist_reset, + /* .clone = */ llama_sampler_dist_clone, + /* .free = */ llama_sampler_dist_free, + /* .backend_init = */ llama_sampler_dist_backend_init, + /* .backend_accept = */ nullptr, + /* .backend_apply = */ llama_sampler_dist_backend_apply, + /* .backend_set_input = */ llama_sampler_dist_backend_set_input, }; struct llama_sampler * llama_sampler_init_dist(uint32_t seed) { @@ -986,15 +955,22 @@ static void llama_sampler_top_k_free(struct llama_sampler * smpl) { delete (llama_sampler_top_k *) smpl->ctx; } -static void llama_sampler_top_k_apply_ggml( +static void llama_sampler_top_k_backend_init( struct llama_sampler * smpl, - struct ggml_context * ctx, - struct ggml_cgraph * gf, - struct llama_sampler_ggml_data * ggml_data) { + ggml_backend_buffer_type_t buft) { + auto * ctx_data = (llama_sampler_top_k *) smpl->ctx; + ctx_data->device = ggml_backend_buft_get_device(buft); +} + +static void llama_sampler_top_k_backend_apply( + struct llama_sampler * smpl, + struct ggml_context * ctx, + struct ggml_cgraph * gf, + struct llama_sampler_backend_data * data) { auto * ctx_data = (llama_sampler_top_k *) smpl->ctx; - struct ggml_tensor * top_k = ggml_top_k(ctx, ggml_data->logits, ctx_data->k); + struct ggml_tensor * top_k = ggml_top_k(ctx, data->logits, ctx_data->k); ggml_set_name(top_k, "top_k"); // top_k is a view of argsort - check if backend supports the underlying argsort operation @@ -1004,34 +980,27 @@ static void llama_sampler_top_k_apply_ggml( fprintf(stderr, "CPU backend will be used instead which defeats the purpose of having backend samplers\n"); } - ggml_data->candidates = top_k; + data->candidates = top_k; - struct ggml_tensor * logits_rows = ggml_reshape_2d(ctx, ggml_data->logits, 1, ggml_data->logits->ne[0]); + struct ggml_tensor * logits_rows = ggml_reshape_2d(ctx, data->logits, 1, data->logits->ne[0]); struct ggml_tensor * top_k_rows = ggml_get_rows(ctx, logits_rows, top_k); ggml_set_name(top_k_rows, "top_k_rows"); - ggml_data->logits = ggml_reshape_1d(ctx, top_k_rows, ctx_data->k); - ggml_build_forward_expand(gf, ggml_data->logits); -} - -static void llama_sampler_top_k_init_ggml( - struct llama_sampler * smpl, - ggml_backend_buffer_type_t buft) { - auto * ctx_data = (llama_sampler_top_k *) smpl->ctx; - ctx_data->device = ggml_backend_buft_get_device(buft); + data->logits = ggml_reshape_1d(ctx, top_k_rows, ctx_data->k); + ggml_build_forward_expand(gf, data->logits); } static struct llama_sampler_i llama_sampler_top_k_i = { - /* .name = */ llama_sampler_top_k_name, - /* .accept = */ nullptr, - /* .apply = */ llama_sampler_top_k_apply, - /* .reset = */ nullptr, - /* .clone = */ llama_sampler_top_k_clone, - /* .free = */ llama_sampler_top_k_free, - /* .apply_ggml = */ llama_sampler_top_k_apply_ggml, - /* .accept_ggml = */ nullptr, - /* .set_input_ggml = */ nullptr, - /* .init_ggml = */ llama_sampler_top_k_init_ggml, + /* .name = */ llama_sampler_top_k_name, + /* .accept = */ nullptr, + /* .apply = */ llama_sampler_top_k_apply, + /* .reset = */ nullptr, + /* .clone = */ llama_sampler_top_k_clone, + /* .free = */ llama_sampler_top_k_free, + /* .backend_init = */ llama_sampler_top_k_backend_init, + /* .backend_accept = */ nullptr, + /* .backend_apply = */ llama_sampler_top_k_backend_apply, + /* .backend_set_input = */ nullptr, }; struct llama_sampler * llama_sampler_init_top_k(int32_t k) { @@ -1124,14 +1093,21 @@ static void llama_sampler_top_p_free(struct llama_sampler * smpl) { delete (llama_sampler_top_p *) smpl->ctx; } -static void llama_sampler_top_p_apply_ggml( - struct llama_sampler * smpl, - struct ggml_context * ctx, - struct ggml_cgraph * gf, - struct llama_sampler_ggml_data * ggml_data) { +static void llama_sampler_top_p_backend_init( + struct llama_sampler * smpl, + ggml_backend_buffer_type_t buft) { + auto * sctx = (llama_sampler_top_p *) smpl->ctx; + sctx->device = ggml_backend_buft_get_device(buft); +} + +static void llama_sampler_top_p_backend_apply( + struct llama_sampler * smpl, + struct ggml_context * ctx, + struct ggml_cgraph * gf, + struct llama_sampler_backend_data * data) { auto * sctx = (llama_sampler_top_p *) smpl->ctx; - struct ggml_tensor * softmax = ggml_soft_max(ctx, ggml_data->logits); + struct ggml_tensor * softmax = ggml_soft_max(ctx, data->logits); ggml_set_name(softmax, "top_p_softmax"); // Get the sorted indices of the softmax probabilities in descending order. @@ -1181,30 +1157,23 @@ static void llama_sampler_top_p_apply_ggml( struct ggml_tensor * top_p_bias = ggml_scale_bias(ctx, mask, large_val, -large_val); ggml_set_name(top_p_bias, "top_p_bias"); - ggml_data->logits = ggml_add(ctx, ggml_data->logits, top_p_bias); - ggml_set_name(ggml_data->logits, "top_p_logits"); + data->logits = ggml_add(ctx, data->logits, top_p_bias); + ggml_set_name(data->logits, "top_p_logits"); - ggml_build_forward_expand(gf, ggml_data->logits); -} - -static void llama_sampler_top_p_init_ggml( - struct llama_sampler * smpl, - ggml_backend_buffer_type_t buft) { - auto * sctx = (llama_sampler_top_p *) smpl->ctx; - sctx->device = ggml_backend_buft_get_device(buft); + ggml_build_forward_expand(gf, data->logits); } static struct llama_sampler_i llama_sampler_top_p_i = { - /* .name = */ llama_sampler_top_p_name, - /* .accept = */ nullptr, - /* .apply = */ llama_sampler_top_p_apply, - /* .reset = */ nullptr, - /* .clone = */ llama_sampler_top_p_clone, - /* .free = */ llama_sampler_top_p_free, - /* .apply_ggml = */ llama_sampler_top_p_apply_ggml, - /* .accept_ggml = */ nullptr, - /* .set_input_ggml = */ nullptr, - /* .init_ggml = */ llama_sampler_top_p_init_ggml, + /* .name = */ llama_sampler_top_p_name, + /* .accept = */ nullptr, + /* .apply = */ llama_sampler_top_p_apply, + /* .reset = */ nullptr, + /* .clone = */ llama_sampler_top_p_clone, + /* .free = */ llama_sampler_top_p_free, + /* .backend_init = */ llama_sampler_top_p_backend_init, + /* .backend_accept = */ nullptr, + /* .backend_apply = */ llama_sampler_top_p_backend_apply, + /* .backend_set_input = */ nullptr, }; struct llama_sampler * llama_sampler_init_top_p(float p, size_t min_keep) { @@ -1296,17 +1265,24 @@ static void llama_sampler_min_p_free(struct llama_sampler * smpl) { delete (llama_sampler_min_p *) smpl->ctx; } -static void llama_sampler_min_p_apply_ggml( - struct llama_sampler * smpl, - struct ggml_context * ctx, - struct ggml_cgraph * gf, - struct llama_sampler_ggml_data * ggml_data) { +static void llama_sampler_min_p_backend_init( + struct llama_sampler * smpl, + ggml_backend_buffer_type_t buft) { + auto * sctx = (llama_sampler_min_p *) smpl->ctx; + sctx->device = ggml_backend_buft_get_device(buft); +} + +static void llama_sampler_min_p_backend_apply( + struct llama_sampler * smpl, + struct ggml_context * ctx, + struct ggml_cgraph * gf, + struct llama_sampler_backend_data * data) { auto * sctx = (llama_sampler_min_p *) smpl->ctx; - struct ggml_tensor * max_idx = ggml_argmax(ctx, ggml_data->logits); + struct ggml_tensor * max_idx = ggml_argmax(ctx, data->logits); ggml_set_name(max_idx, "max_idx"); - struct ggml_tensor * logits_rows = ggml_reshape_2d(ctx, ggml_data->logits, 1, ggml_data->logits->ne[0]); + struct ggml_tensor * logits_rows = ggml_reshape_2d(ctx, data->logits, 1, data->logits->ne[0]); ggml_set_name(logits_rows, "logits_rows"); struct ggml_tensor * max_logit = ggml_get_rows(ctx, logits_rows, max_idx); @@ -1317,7 +1293,7 @@ static void llama_sampler_min_p_apply_ggml( ggml_set_name(threshold, "min_p_threshold"); // Subtract the threshold from logits. - struct ggml_tensor * sub = ggml_sub(ctx, ggml_data->logits, threshold); + struct ggml_tensor * sub = ggml_sub(ctx, data->logits, threshold); // Create a mask where logits below the threshold are 0 (discard), // and others are 1 (keep). @@ -1333,30 +1309,23 @@ static void llama_sampler_min_p_apply_ggml( ggml_set_name(min_p_bias, "min_p_bias"); // Add the min_p bias to the logits. - ggml_data->logits = ggml_add(ctx, ggml_data->logits, min_p_bias); - ggml_set_name(ggml_data->logits, "min_p_logits"); + data->logits = ggml_add(ctx, data->logits, min_p_bias); + ggml_set_name(data->logits, "min_p_logits"); - ggml_build_forward_expand(gf, ggml_data->logits); -} - -static void llama_sampler_min_p_init_ggml( - struct llama_sampler * smpl, - ggml_backend_buffer_type_t buft) { - auto * sctx = (llama_sampler_min_p *) smpl->ctx; - sctx->device = ggml_backend_buft_get_device(buft); + ggml_build_forward_expand(gf, data->logits); } static struct llama_sampler_i llama_sampler_min_p_i = { - /* .name = */ llama_sampler_min_p_name, - /* .accept = */ nullptr, - /* .apply = */ llama_sampler_min_p_apply, - /* .reset = */ nullptr, - /* .clone = */ llama_sampler_min_p_clone, - /* .free = */ llama_sampler_min_p_free, - /* .apply_ggml = */ llama_sampler_min_p_apply_ggml, - /* .accept_ggml = */ nullptr, - /* .set_input_ggml = */ nullptr, - /* .init_ggml = */ llama_sampler_min_p_init_ggml, + /* .name = */ llama_sampler_min_p_name, + /* .accept = */ nullptr, + /* .apply = */ llama_sampler_min_p_apply, + /* .reset = */ nullptr, + /* .clone = */ llama_sampler_min_p_clone, + /* .free = */ llama_sampler_min_p_free, + /* .backend_init = */ llama_sampler_min_p_backend_init, + /* .backend_accept = */ nullptr, + /* .backend_apply = */ llama_sampler_min_p_backend_apply, + /* .backend_set_input = */ nullptr, }; struct llama_sampler * llama_sampler_init_min_p(float p, size_t min_keep) { @@ -1451,16 +1420,16 @@ static void llama_sampler_typical_free(struct llama_sampler * smpl) { } static struct llama_sampler_i llama_sampler_typical_i = { - /* .name = */ llama_sampler_typical_name, - /* .accept = */ nullptr, - /* .apply = */ llama_sampler_typical_apply, - /* .reset = */ nullptr, - /* .clone = */ llama_sampler_typical_clone, - /* .free = */ llama_sampler_typical_free, - /* .apply_ggml = */ nullptr, - /* .accept_ggml = */ nullptr, - /* .set_input_ggml = */ nullptr, - /* .init_ggml = */ nullptr, + /* .name = */ llama_sampler_typical_name, + /* .accept = */ nullptr, + /* .apply = */ llama_sampler_typical_apply, + /* .reset = */ nullptr, + /* .clone = */ llama_sampler_typical_clone, + /* .free = */ llama_sampler_typical_free, + /* .backend_init = */ nullptr, + /* .backend_accept = */ nullptr, + /* .backend_apply = */ nullptr, + /* .backend_set_input = */ nullptr, }; struct llama_sampler * llama_sampler_init_typical(float p, size_t min_keep) { @@ -1498,38 +1467,38 @@ static void llama_sampler_temp_free(struct llama_sampler * smpl) { delete (llama_sampler_temp *) smpl->ctx; } -static void llama_sampler_temp_apply_ggml( +static void llama_sampler_temp_backend_apply( struct llama_sampler * smpl, struct ggml_context * ctx, struct ggml_cgraph * gf, - struct llama_sampler_ggml_data * ggml_data) { + struct llama_sampler_backend_data * data) { auto * ctx_data = (llama_sampler_temp *) smpl->ctx; if (ctx_data->temp <= 0.0f) { return; } - struct ggml_tensor * scaled = ggml_scale(ctx, ggml_data->logits, 1.0f / ctx_data->temp); + struct ggml_tensor * scaled = ggml_scale(ctx, data->logits, 1.0f / ctx_data->temp); ggml_set_name(scaled, "temp_scaled"); // Make sure the scaled tensor is contiguous for subsequent operations - ggml_data->logits = ggml_cont(ctx, scaled); - ggml_set_name(ggml_data->logits, "temp_scaled_logits"); + data->logits = ggml_cont(ctx, scaled); + ggml_set_name(data->logits, "temp_scaled_logits"); - ggml_build_forward_expand(gf, ggml_data->logits); + ggml_build_forward_expand(gf, data->logits); } static struct llama_sampler_i llama_sampler_temp_i = { - /* .name = */ llama_sampler_temp_name, - /* .accept = */ nullptr, - /* .apply = */ llama_sampler_temp_apply, - /* .reset = */ nullptr, - /* .clone = */ llama_sampler_temp_clone, - /* .free = */ llama_sampler_temp_free, - /* .apply_ggml = */ llama_sampler_temp_apply_ggml, - /* .accept_ggml = */ nullptr, - /* .set_input_ggml = */ nullptr, - /* .init_ggml = */ nullptr, + /* .name = */ llama_sampler_temp_name, + /* .accept = */ nullptr, + /* .apply = */ llama_sampler_temp_apply, + /* .reset = */ nullptr, + /* .clone = */ llama_sampler_temp_clone, + /* .free = */ llama_sampler_temp_free, + /* .backend_init = */ nullptr, + /* .backend_accept = */ nullptr, + /* .backend_apply = */ llama_sampler_temp_backend_apply, + /* .backend_set_input = */ nullptr, }; struct llama_sampler * llama_sampler_init_temp(float temp) { @@ -1634,16 +1603,16 @@ static void llama_sampler_temp_ext_free(struct llama_sampler * smpl) { } static struct llama_sampler_i llama_sampler_temp_ext_i = { - /* .name = */ llama_sampler_temp_ext_name, - /* .accept = */ nullptr, - /* .apply = */ llama_sampler_temp_ext_apply, - /* .reset = */ nullptr, - /* .clone = */ llama_sampler_temp_ext_clone, - /* .free = */ llama_sampler_temp_ext_free, - /* .apply_ggml = */ nullptr, - /* .accept_ggml = */ nullptr, - /* .set_input_ggml = */ nullptr, - /* .init_ggml = */ nullptr, + /* .name = */ llama_sampler_temp_ext_name, + /* .accept = */ nullptr, + /* .apply = */ llama_sampler_temp_ext_apply, + /* .reset = */ nullptr, + /* .clone = */ llama_sampler_temp_ext_clone, + /* .free = */ llama_sampler_temp_ext_free, + /* .backend_init = */ nullptr, + /* .backend_accept = */ nullptr, + /* .backend_apply = */ nullptr, + /* .backend_set_input = */ nullptr, }; struct llama_sampler * llama_sampler_init_temp_ext(float temp, float delta, float exponent) { @@ -1732,16 +1701,16 @@ static void llama_sampler_xtc_reset(struct llama_sampler * smpl) { } static struct llama_sampler_i llama_sampler_xtc_i = { - /* .name = */ llama_sampler_xtc_name, - /* .accept = */ nullptr, - /* .apply = */ llama_sample_xtc_apply, - /* .reset = */ llama_sampler_xtc_reset, - /* .clone = */ llama_sampler_xtc_clone, - /* .free = */ llama_sampler_xtc_free, - /* .apply_ggml = */ nullptr, - /* .accept_ggml = */ nullptr, - /* .set_input_ggml = */ nullptr, - /* .init_ggml = */ nullptr, + /* .name = */ llama_sampler_xtc_name, + /* .accept = */ nullptr, + /* .apply = */ llama_sample_xtc_apply, + /* .reset = */ llama_sampler_xtc_reset, + /* .clone = */ llama_sampler_xtc_clone, + /* .free = */ llama_sampler_xtc_free, + /* .backend_init = */ nullptr, + /* .backend_accept = */ nullptr, + /* .backend_apply = */ nullptr, + /* .backend_set_input = */ nullptr, }; struct llama_sampler * llama_sampler_init_xtc(float p, float t, size_t min_keep, uint32_t seed) { @@ -1844,16 +1813,16 @@ static void llama_sampler_mirostat_free(struct llama_sampler * smpl) { } static struct llama_sampler_i llama_sampler_mirostat_i = { - /* .name = */ llama_sampler_mirostat_name, - /* .accept = */ nullptr, - /* .apply = */ llama_sampler_mirostat_apply, - /* .reset = */ llama_sampler_mirostat_reset, - /* .clone = */ llama_sampler_mirostat_clone, - /* .free = */ llama_sampler_mirostat_free, - /* .apply_ggml = */ nullptr, - /* .accept_ggml = */ nullptr, - /* .set_input_ggml = */ nullptr, - /* .init_ggml = */ nullptr, + /* .name = */ llama_sampler_mirostat_name, + /* .accept = */ nullptr, + /* .apply = */ llama_sampler_mirostat_apply, + /* .reset = */ llama_sampler_mirostat_reset, + /* .clone = */ llama_sampler_mirostat_clone, + /* .free = */ llama_sampler_mirostat_free, + /* .backend_init = */ nullptr, + /* .backend_accept = */ nullptr, + /* .backend_apply = */ nullptr, + /* .backend_set_input = */ nullptr, }; struct llama_sampler * llama_sampler_init_mirostat(int32_t n_vocab, uint32_t seed, float tau, float eta, int32_t m) { @@ -1947,16 +1916,16 @@ static void llama_sampler_mirostat_v2_free(struct llama_sampler * smpl) { } static struct llama_sampler_i llama_sampler_mirostat_v2_i = { - /* .name = */ llama_sampler_mirostat_v2_name, - /* .accept = */ nullptr, - /* .apply = */ llama_sampler_mirostat_v2_apply, - /* .reset = */ llama_sampler_mirostat_v2_reset, - /* .clone = */ llama_sampler_mirostat_v2_clone, - /* .free = */ llama_sampler_mirostat_v2_free, - /* .apply_ggml = */ nullptr, - /* .accept_ggml = */ nullptr, - /* .set_input_ggml = */ nullptr, - /* .init_ggml = */ nullptr, + /* .name = */ llama_sampler_mirostat_v2_name, + /* .accept = */ nullptr, + /* .apply = */ llama_sampler_mirostat_v2_apply, + /* .reset = */ llama_sampler_mirostat_v2_reset, + /* .clone = */ llama_sampler_mirostat_v2_clone, + /* .free = */ llama_sampler_mirostat_v2_free, + /* .backend_init = */ nullptr, + /* .backend_accept = */ nullptr, + /* .backend_apply = */ nullptr, + /* .backend_set_input = */ nullptr, }; struct llama_sampler * llama_sampler_init_mirostat_v2(uint32_t seed, float tau, float eta) { @@ -2068,16 +2037,16 @@ static void llama_sampler_grammar_free(struct llama_sampler * smpl) { } static struct llama_sampler_i llama_sampler_grammar_i = { - /* .name = */ llama_sampler_grammar_name, - /* .accept = */ llama_sampler_grammar_accept_impl, - /* .apply = */ llama_sampler_grammar_apply, - /* .reset = */ llama_sampler_grammar_reset, - /* .clone = */ llama_sampler_grammar_clone, - /* .free = */ llama_sampler_grammar_free, - /* .apply_ggml = */ nullptr, - /* .accept_ggml = */ nullptr, - /* .set_input_ggml = */ nullptr, - /* .init_ggml = */ nullptr, + /* .name = */ llama_sampler_grammar_name, + /* .accept = */ llama_sampler_grammar_accept_impl, + /* .apply = */ llama_sampler_grammar_apply, + /* .reset = */ llama_sampler_grammar_reset, + /* .clone = */ llama_sampler_grammar_clone, + /* .free = */ llama_sampler_grammar_free, + /* .backend_init = */ nullptr, + /* .backend_accept = */ nullptr, + /* .backend_apply = */ nullptr, + /* .backend_set_input = */ nullptr, }; static struct llama_sampler * llama_sampler_init_grammar_impl( @@ -2279,16 +2248,16 @@ static void llama_sampler_penalties_free(struct llama_sampler * smpl) { } static struct llama_sampler_i llama_sampler_penalties_i = { - /* .name = */ llama_sampler_penalties_name, - /* .accept = */ llama_sampler_penalties_accept, - /* .apply = */ llama_sampler_penalties_apply, - /* .reset = */ llama_sampler_penalties_reset, - /* .clone = */ llama_sampler_penalties_clone, - /* .free = */ llama_sampler_penalties_free, - /* .apply_ggml = */ nullptr, - /* .accept_ggml = */ nullptr, - /* .set_input_ggml = */ nullptr, - /* .init_ggml = */ nullptr, + /* .name = */ llama_sampler_penalties_name, + /* .accept = */ llama_sampler_penalties_accept, + /* .apply = */ llama_sampler_penalties_apply, + /* .reset = */ llama_sampler_penalties_reset, + /* .clone = */ llama_sampler_penalties_clone, + /* .free = */ llama_sampler_penalties_free, + /* .backend_init = */ nullptr, + /* .backend_accept = */ nullptr, + /* .backend_apply = */ nullptr, + /* .backend_set_input = */ nullptr, }; struct llama_sampler * llama_sampler_init_penalties( @@ -2374,16 +2343,16 @@ static void llama_sampler_top_n_sigma_free(struct llama_sampler * smpl) { } static struct llama_sampler_i llama_sampler_top_n_sigma_i = { - /* .name = */ llama_sampler_top_n_sigma_name, - /* .accept = */ nullptr, - /* .apply = */ llama_sampler_top_n_sigma_apply, - /* .reset = */ nullptr, - /* .clone = */ llama_sampler_top_n_sigma_clone, - /* .free = */ llama_sampler_top_n_sigma_free, - /* .apply_ggml = */ nullptr, - /* .accept_ggml = */ nullptr, - /* .set_input_ggml = */ nullptr, - /* .init_ggml = */ nullptr, + /* .name = */ llama_sampler_top_n_sigma_name, + /* .accept = */ nullptr, + /* .apply = */ llama_sampler_top_n_sigma_apply, + /* .reset = */ nullptr, + /* .clone = */ llama_sampler_top_n_sigma_clone, + /* .free = */ llama_sampler_top_n_sigma_free, + /* .backend_init = */ nullptr, + /* .backend_accept = */ nullptr, + /* .backend_apply = */ nullptr, + /* .backend_set_input = */ nullptr, }; struct llama_sampler * llama_sampler_init_top_n_sigma(float n) { @@ -2708,16 +2677,16 @@ static void llama_sampler_dry_free(struct llama_sampler * smpl) { } static struct llama_sampler_i llama_sampler_dry_i = { - /* .name = */ llama_sampler_dry_name, - /* .accept = */ llama_sampler_dry_accept, - /* .apply = */ llama_sampler_dry_apply, - /* .reset = */ llama_sampler_dry_reset, - /* .clone = */ llama_sampler_dry_clone, - /* .free = */ llama_sampler_dry_free, - /* .apply_ggml = */ nullptr, - /* .accept_ggml = */ nullptr, - /* .set_input_ggml = */ nullptr, - /* .init_ggml = */ nullptr, + /* .name = */ llama_sampler_dry_name, + /* .accept = */ llama_sampler_dry_accept, + /* .apply = */ llama_sampler_dry_apply, + /* .reset = */ llama_sampler_dry_reset, + /* .clone = */ llama_sampler_dry_clone, + /* .free = */ llama_sampler_dry_free, + /* .backend_init = */ nullptr, + /* .backend_accept = */ nullptr, + /* .backend_apply = */ nullptr, + /* .backend_set_input = */ nullptr, }; struct llama_sampler * llama_sampler_init_dry(const struct llama_vocab * vocab, int32_t n_ctx_train, float dry_multiplier, float dry_base, int32_t dry_allowed_length, int32_t dry_penalty_last_n, const char** seq_breakers, size_t num_breakers) { @@ -2857,11 +2826,11 @@ static void llama_sampler_logit_bias_free(struct llama_sampler * smpl) { delete (llama_sampler_logit_bias *) smpl->ctx; } -static void llama_sampler_logit_bias_apply_ggml( +static void llama_sampler_logit_bias_backend_apply( struct llama_sampler * smpl, struct ggml_context * ctx, struct ggml_cgraph * gf, - struct llama_sampler_ggml_data * ggml_data) { + struct llama_sampler_backend_data * data) { GGML_UNUSED(gf); GGML_UNUSED(ctx); @@ -2871,11 +2840,11 @@ static void llama_sampler_logit_bias_apply_ggml( } // Add the sparse logit logit_bias to the logits - struct ggml_tensor * logit_biased = ggml_add_inplace(ctx, ggml_data->logits, sctx->inp_logit_bias); + struct ggml_tensor * logit_biased = ggml_add_inplace(ctx, data->logits, sctx->inp_logit_bias); ggml_build_forward_expand(gf, logit_biased); } -static void llama_sampler_logit_bias_set_input_ggml(struct llama_sampler * smpl) { +static void llama_sampler_logit_bias_backend_set_input(struct llama_sampler * smpl) { auto * sctx = (llama_sampler_logit_bias *) smpl->ctx; if (sctx->logit_bias.empty()) { return; @@ -2892,7 +2861,7 @@ static void llama_sampler_logit_bias_set_input_ggml(struct llama_sampler * smpl) ggml_backend_tensor_set(sctx->inp_logit_bias, logit_bias_sparse.data(), 0, ggml_nbytes(sctx->inp_logit_bias)); } -static void llama_sampler_logit_bias_init_ggml( +static void llama_sampler_logit_bias_backend_init( struct llama_sampler * smpl, ggml_backend_buffer_type_t buft) { auto * sctx = (llama_sampler_logit_bias *) smpl->ctx; @@ -2918,16 +2887,16 @@ static void llama_sampler_logit_bias_init_ggml( } static struct llama_sampler_i llama_sampler_logit_bias_i = { - /* .name = */ llama_sampler_logit_bias_name, - /* .accept = */ nullptr, - /* .apply = */ llama_sampler_logit_bias_apply, - /* .reset = */ nullptr, - /* .clone = */ llama_sampler_logit_bias_clone, - /* .free = */ llama_sampler_logit_bias_free, - /* .apply_ggml = */ llama_sampler_logit_bias_apply_ggml, - /* .accept_ggml = */ nullptr, - /* .set_input_ggml = */ llama_sampler_logit_bias_set_input_ggml, - /* .init_ggml = */ llama_sampler_logit_bias_init_ggml, + /* .name = */ llama_sampler_logit_bias_name, + /* .accept = */ nullptr, + /* .apply = */ llama_sampler_logit_bias_apply, + /* .reset = */ nullptr, + /* .clone = */ llama_sampler_logit_bias_clone, + /* .free = */ llama_sampler_logit_bias_free, + /* .backend_init = */ llama_sampler_logit_bias_backend_init, + /* .backend_accept = */ nullptr, + /* .backend_apply = */ llama_sampler_logit_bias_backend_apply, + /* .backend_set_input = */ llama_sampler_logit_bias_backend_set_input, }; struct llama_sampler * llama_sampler_init_logit_bias( @@ -3155,16 +3124,16 @@ static void llama_sampler_infill_free(struct llama_sampler * smpl) { } static struct llama_sampler_i llama_sampler_infill_i = { - /* .name = */ llama_sampler_infill_name, - /* .accept = */ nullptr, - /* .apply = */ llama_sampler_infill_apply, - /* .reset = */ nullptr, - /* .clone = */ llama_sampler_infill_clone, - /* .free = */ llama_sampler_infill_free, - /* .apply_ggml = */ nullptr, - /* .accept_ggml = */ nullptr, - /* .set_input_ggml = */ nullptr, - /* .init_ggml = */ nullptr, + /* .name = */ llama_sampler_infill_name, + /* .accept = */ nullptr, + /* .apply = */ llama_sampler_infill_apply, + /* .reset = */ nullptr, + /* .clone = */ llama_sampler_infill_clone, + /* .free = */ llama_sampler_infill_free, + /* .backend_apply = */ nullptr, + /* .backend_accept = */ nullptr, + /* .backend_set_input = */ nullptr, + /* .backend_init = */ nullptr, }; struct llama_sampler * llama_sampler_init_infill(const struct llama_vocab * vocab) { diff --git a/src/llama-sampling.h b/src/llama-sampling.h index 759dd7dcb7..80ea22ac35 100644 --- a/src/llama-sampling.h +++ b/src/llama-sampling.h @@ -24,9 +24,9 @@ struct llama_sampler_chain { }; struct llama_sampler * llama_sampler_init_dry_testing( - int32_t context_size, - float dry_multiplier, - float dry_base, - int32_t dry_allowed_length, - int32_t dry_penalty_last_n, - const std::vector>& seq_breakers); + int32_t context_size, + float dry_multiplier, + float dry_base, + int32_t dry_allowed_length, + int32_t dry_penalty_last_n, + const std::vector> & seq_breakers); diff --git a/tests/test-backend-sampler.cpp b/tests/test-backend-sampler.cpp index d6839c8805..918766994b 100644 --- a/tests/test-backend-sampler.cpp +++ b/tests/test-backend-sampler.cpp @@ -345,7 +345,7 @@ static void test_backend_top_k_sampling(const char * model_path) { // sampling, first top_k on the backend and then dist on the CPU. struct llama_sampler_chain_params chain_params = llama_sampler_chain_default_params(); struct llama_sampler * chain = llama_sampler_chain_init(chain_params); - GGML_ASSERT(chain->iface->apply_ggml != nullptr); + GGML_ASSERT(chain->iface->backend_apply != nullptr); llama_sampler_chain_add(chain, llama_sampler_init_dist(18)); llama_token token = llama_sampler_sample(chain, test_ctx.ctx, batch_idx); From ff7b0bf6320db65df659a13784844d0dd380c6b6 Mon Sep 17 00:00:00 2001 From: Georgi Gerganov Date: Sat, 29 Nov 2025 23:09:53 +0200 Subject: [PATCH 057/119] llama : call backend_init once --- include/llama.h | 2 +- src/llama-context.cpp | 47 +++++++++++++++++++++++++++++-------------- src/llama-context.h | 2 +- src/llama-graph.cpp | 10 +-------- src/llama-graph.h | 3 --- 5 files changed, 35 insertions(+), 29 deletions(-) diff --git a/include/llama.h b/include/llama.h index 24cd5be4a5..57fe4bd127 100644 --- a/include/llama.h +++ b/include/llama.h @@ -1217,7 +1217,7 @@ extern "C" { llama_sampler_context_t ctx; }; - LLAMA_API void llama_set_backend_sampler(struct llama_context * ctx, llama_seq_id seq_id, struct llama_sampler * smpl); + LLAMA_API bool llama_set_backend_sampler(struct llama_context * ctx, llama_seq_id seq_id, struct llama_sampler * smpl); // mirror of llama_sampler_i: LLAMA_API struct llama_sampler * llama_sampler_init (const struct llama_sampler_i * iface, llama_sampler_context_t ctx); diff --git a/src/llama-context.cpp b/src/llama-context.cpp index 2b4dc58a43..79d1d633d1 100644 --- a/src/llama-context.cpp +++ b/src/llama-context.cpp @@ -68,14 +68,11 @@ llama_context::llama_context( for (size_t i = 0; i < params.n_samplers; ++i) { const auto & config = params.samplers[i]; - const int n_samplers = llama_sampler_chain_n(config.sampler); - if (n_samplers <= 0) { - continue; + if (set_backend_sampler(config.seq_id, config.sampler)) { + const int n_samplers = llama_sampler_chain_n(config.sampler); + + LLAMA_LOG_INFO("%s: setting backend sampler for seq_id %d (n = %d)\n", __func__, config.seq_id, n_samplers); } - - sampling.samplers[config.seq_id] = config.sampler; - - LLAMA_LOG_INFO("%s: setting backend sampler for seq_id %d (n = %d)\n", __func__, config.seq_id, n_samplers); } } @@ -912,14 +909,35 @@ void llama_context::set_warmup(bool value) { cparams.warmup = value; } -void llama_context::set_backend_sampler(llama_seq_id seq_id, llama_sampler * sampler) { +bool llama_context::set_backend_sampler(llama_seq_id seq_id, llama_sampler * sampler) { LLAMA_LOG_DEBUG("%s: seq_id = %d, sampler = %p\n", __func__, (int) seq_id, (void *) sampler); - if (sampler != nullptr && llama_sampler_chain_n(sampler) > 0) { + const bool can_offload = + sampler && + sampler->iface->backend_init && + sampler->iface->backend_apply && + llama_sampler_chain_n(sampler) > 0; + + if (sampler && can_offload) { + ggml_backend_buffer_type_t buft = ggml_backend_dev_buffer_type(model.dev_output()); + sampler->iface->backend_init(sampler, buft); + sampling.samplers[seq_id] = sampler; - } else { - sampling.samplers.erase(seq_id); + + return true; } + + if (sampler && !can_offload) { + LLAMA_LOG_WARN("%s: sampler '%s' cannot be offloaded to the backend\n", __func__, llama_sampler_name(sampler)); + + sampling.samplers.erase(seq_id); + + return false; + } + + sampling.samplers.erase(seq_id); + + return true; } void llama_context::set_adapter_lora( @@ -1910,7 +1928,7 @@ llm_graph_params llama_context::graph_params( llm_graph_result * res, const llama_ubatch & ubatch, const llama_memory_context_i * mctx, - llm_graph_type gtype) const { + llm_graph_type gtype) const { return { /*.arch =*/ model.arch, /*.hparams =*/ model.hparams, @@ -1919,7 +1937,6 @@ llm_graph_params llama_context::graph_params( /*.gtype =*/ gtype, /*.sched =*/ sched.get(), /*.backend_cpu =*/ backend_cpu, - /*.dev_out =*/ model.dev_output(), /*.cvec =*/ &cvec, /*.loras =*/ &loras, /*.mctx =*/ mctx, @@ -2980,8 +2997,8 @@ float * llama_get_embeddings_seq(llama_context * ctx, llama_seq_id seq_id) { return ctx->get_embeddings_seq(seq_id); } -void llama_set_backend_sampler(llama_context * ctx, llama_seq_id seq_id, llama_sampler * smpl) { - ctx->set_backend_sampler(seq_id, smpl); +bool llama_set_backend_sampler(llama_context * ctx, llama_seq_id seq_id, llama_sampler * smpl) { + return ctx->set_backend_sampler(seq_id, smpl); } llama_token llama_get_backend_sampled_token_ith(llama_context * ctx, int32_t i) { diff --git a/src/llama-context.h b/src/llama-context.h index 2940d337a8..9b568d98b8 100644 --- a/src/llama-context.h +++ b/src/llama-context.h @@ -221,7 +221,7 @@ public: // reserve a graph with a dummy ubatch of the specified size ggml_cgraph * graph_reserve(uint32_t n_tokens, uint32_t n_seqs, uint32_t n_outputs, const llama_memory_context_i * mctx, bool split_only = false); - void set_backend_sampler(llama_seq_id seq_id, llama_sampler * sampler); + bool set_backend_sampler(llama_seq_id seq_id, llama_sampler * sampler); private: llm_graph_params graph_params( diff --git a/src/llama-graph.cpp b/src/llama-graph.cpp index 3d88dcd296..f396feeded 100644 --- a/src/llama-graph.cpp +++ b/src/llama-graph.cpp @@ -609,7 +609,6 @@ llm_graph_context::llm_graph_context(const llm_graph_params & params) : rope_type (hparams.rope_type), sched (params.sched), backend_cpu (params.backend_cpu), - dev_out (params.dev_out), cvec (params.cvec), loras (params.loras), mctx (params.mctx), @@ -2075,8 +2074,6 @@ void llm_graph_context::build_sampling() const { const int64_t n_vocab = logits_t->ne[0]; - ggml_backend_buffer_type_t buft = ggml_backend_dev_buffer_type(dev_out); - std::unordered_map active_samplers; for (const auto & [seq_id, sampler] : samplers) { @@ -2085,13 +2082,8 @@ void llm_graph_context::build_sampling() const { if (it == seq_to_logit_row.end()) { continue; } - const int32_t row_idx = it->second; - // Allow GPU sampler to create input tensors by implementing init_ggml. - // TODO: this should not be done here - if (sampler->iface->backend_init != nullptr) { - sampler->iface->backend_init(sampler, buft); - } + const int32_t row_idx = it->second; active_samplers[seq_id] = sampler; diff --git a/src/llama-graph.h b/src/llama-graph.h index 6797d78a20..9090eca028 100644 --- a/src/llama-graph.h +++ b/src/llama-graph.h @@ -428,7 +428,6 @@ struct llm_graph_params { ggml_backend_sched_t sched; ggml_backend_t backend_cpu; - ggml_backend_dev_t dev_out; const llama_adapter_cvec * cvec; const llama_adapter_loras * loras; @@ -617,8 +616,6 @@ struct llm_graph_context { ggml_backend_t backend_cpu; // TODO: needed by build_attn_mha, figure out a way to remove? - ggml_backend_dev_t dev_out; - const llama_adapter_cvec * cvec; const llama_adapter_loras * loras; const llama_memory_context_i * mctx; From 1760bd69b3f07fa45d6aa23f6cce3ff3904816b6 Mon Sep 17 00:00:00 2001 From: Georgi Gerganov Date: Sat, 29 Nov 2025 23:57:25 +0200 Subject: [PATCH 058/119] llama : reserve graphs with samplers --- src/llama-context.cpp | 9 +++++++++ src/llama-graph.cpp | 6 +++--- 2 files changed, 12 insertions(+), 3 deletions(-) diff --git a/src/llama-context.cpp b/src/llama-context.cpp index 79d1d633d1..4639be985c 100644 --- a/src/llama-context.cpp +++ b/src/llama-context.cpp @@ -1903,6 +1903,15 @@ ggml_cgraph * llama_context::graph_reserve(uint32_t n_tokens, uint32_t n_seqs, u llama_batch_allocr balloc(model.hparams.n_pos_per_embd()); llama_ubatch ubatch = balloc.ubatch_reserve(n_tokens/n_seqs, n_seqs); + // set one output token per sequence in order to activate all backend samplers + std::vector seq_ids(n_seqs); + for (uint32_t i = 0; i < n_seqs; ++i) { + seq_ids[i] = i; + ubatch.n_seq_id[i] = 1; + ubatch.seq_id[i] = &seq_ids[i]; + ubatch.output[i] = true; + } + auto * res = gf_res_reserve.get(); const auto gparams = graph_params(res, ubatch, mctx, LLM_GRAPH_TYPE_DEFAULT); diff --git a/src/llama-graph.cpp b/src/llama-graph.cpp index f396feeded..0abdab1637 100644 --- a/src/llama-graph.cpp +++ b/src/llama-graph.cpp @@ -2063,18 +2063,18 @@ void llm_graph_context::build_sampling() const { logit_row_idx++; } } + if (seq_to_logit_row.empty()) { return; } - // res->t_logits will contain logits for all tokens that specied that want - // logits calculated (logits=1 or output=1) + // res->t_logits will contain logits for all tokens that want the logits calculated (logits=1 or output=1) ggml_tensor * logits_t = res->t_logits; GGML_ASSERT(res->t_logits != nullptr && "missing t_logits tensor"); const int64_t n_vocab = logits_t->ne[0]; - std::unordered_map active_samplers; + std::unordered_map active_samplers; for (const auto & [seq_id, sampler] : samplers) { // Only process samplers for sequences that are in the current batch From c187003d81043789ad08f82b01f3c032a00e316e Mon Sep 17 00:00:00 2001 From: Georgi Gerganov Date: Sun, 30 Nov 2025 00:05:47 +0200 Subject: [PATCH 059/119] llama : naming --- common/sampling.cpp | 12 ++--- include/llama.h | 28 ++++++------ src/llama-context.cpp | 56 +++++++++++------------ src/llama-context.h | 18 ++++---- src/llama-graph.cpp | 2 +- src/llama-sampling.cpp | 80 ++++++++++++++++----------------- tests/test-backend-sampler.cpp | 74 +++++++++++++++--------------- tools/server/server-context.cpp | 2 +- 8 files changed, 136 insertions(+), 136 deletions(-) diff --git a/common/sampling.cpp b/common/sampling.cpp index ca3a0f0691..2a6f57cd74 100644 --- a/common/sampling.cpp +++ b/common/sampling.cpp @@ -123,9 +123,9 @@ struct common_sampler { } void set_logits(struct llama_context * ctx, int idx) { - const float * sampled_probs = llama_get_backend_sampled_probs_ith (ctx, idx); - const float * sampled_logits = llama_get_backend_sampled_logits_ith (ctx, idx); - const llama_token * sampled_ids = llama_get_backend_sampled_candidates_ith(ctx, idx); + const float * sampled_probs = llama_get_sampled_probs_ith (ctx, idx); + const float * sampled_logits = llama_get_sampled_logits_ith (ctx, idx); + const llama_token * sampled_ids = llama_get_sampled_candidates_ith(ctx, idx); const llama_model * model = llama_get_model(ctx); const llama_vocab * vocab = llama_model_get_vocab(model); @@ -133,13 +133,13 @@ struct common_sampler { const int n_vocab = llama_vocab_n_tokens(vocab); if (sampled_probs) { - const uint32_t sampled_probs_count = llama_get_backend_sampled_probs_count_ith(ctx, idx); + const uint32_t sampled_probs_count = llama_get_sampled_probs_count_ith(ctx, idx); cur.resize(sampled_probs_count); for (uint32_t i = 0; i < sampled_probs_count; ++i) { cur[i] = llama_token_data{sampled_ids[i], sampled_logits[i], sampled_probs[i]}; } } else if (sampled_logits) { - const uint32_t sampled_logits_count = llama_get_backend_sampled_logits_count_ith(ctx, idx); + const uint32_t sampled_logits_count = llama_get_sampled_logits_count_ith(ctx, idx); cur.resize(sampled_logits_count); for (uint32_t i = 0; i < sampled_logits_count; i++) { cur[i] = llama_token_data{sampled_ids[i], sampled_logits[i], 0.0f}; @@ -536,7 +536,7 @@ llama_token common_sampler_sample(struct common_sampler * gsmpl, struct llama_co // Check if a backend sampler has already sampled a token in which case we // return that token id directly. { - const llama_token id = llama_get_backend_sampled_token_ith(ctx, idx); + const llama_token id = llama_get_sampled_token_ith(ctx, idx); if (id != LLAMA_TOKEN_NULL) { LOG_DBG("%s: Backend sampler selected token: '%d'. Will not run any CPU samplers\n", __func__, id); return id; diff --git a/include/llama.h b/include/llama.h index 57fe4bd127..6a1aca7633 100644 --- a/include/llama.h +++ b/include/llama.h @@ -979,29 +979,29 @@ extern "C" { // Get the backend sampled token for the ith token. // Returns LLAMA_TOKEN_NULL if no token was sampled. - LLAMA_API llama_token llama_get_backend_sampled_token_ith(struct llama_context * ctx, int32_t i); + LLAMA_API llama_token llama_get_sampled_token_ith(struct llama_context * ctx, int32_t i); // Get the backend sampled probabilites for the ith token - // The index matches llama_get_backend_sampled_token_ith(). + // The index matches llama_get_sampled_token_ith(). // Returns NULL if no probabilites were generated. - LLAMA_API float * llama_get_backend_sampled_probs_ith(struct llama_context * ctx, int32_t i); + LLAMA_API float * llama_get_sampled_probs_ith(struct llama_context * ctx, int32_t i); // // Get the number of backend sampled probabilites for the ith token. - LLAMA_API uint32_t llama_get_backend_sampled_probs_count_ith(struct llama_context * ctx, int32_t i); + LLAMA_API uint32_t llama_get_sampled_probs_count_ith(struct llama_context * ctx, int32_t i); // Get the backend sampled logits for the ith token // Returns NULL if no logits were sampled. - LLAMA_API float * llama_get_backend_sampled_logits_ith(struct llama_context * ctx, int32_t i); + LLAMA_API float * llama_get_sampled_logits_ith(struct llama_context * ctx, int32_t i); // // Get the number of backend sampled logits for the ith token. - LLAMA_API uint32_t llama_get_backend_sampled_logits_count_ith(struct llama_context * ctx, int32_t i); + LLAMA_API uint32_t llama_get_sampled_logits_count_ith(struct llama_context * ctx, int32_t i); // Get the backend sampled candidates (token ids) for the ith token // Returns NULL if no candidates were sampled. - LLAMA_API llama_token * llama_get_backend_sampled_candidates_ith(struct llama_context * ctx, int32_t i); + LLAMA_API llama_token * llama_get_sampled_candidates_ith(struct llama_context * ctx, int32_t i); // // Get the number of backend sampled candidates for the ith token. - LLAMA_API uint32_t llama_get_backend_sampled_candidates_count_ith(struct llama_context * ctx, int32_t i); + LLAMA_API uint32_t llama_get_sampled_candidates_count_ith(struct llama_context * ctx, int32_t i); // // Vocab @@ -1177,7 +1177,7 @@ extern "C" { typedef void * llama_sampler_context_t; - struct llama_sampler_backend_data { + struct llama_sampler_data { struct ggml_tensor * logits; struct ggml_tensor * probs; struct ggml_tensor * sampled; @@ -1203,10 +1203,10 @@ extern "C" { struct ggml_tensor * selected_token); void (*backend_apply)( - struct llama_sampler * smpl, - struct ggml_context * ctx, - struct ggml_cgraph * gf, - struct llama_sampler_backend_data * ggml_data); + struct llama_sampler * smpl, + struct ggml_context * ctx, + struct ggml_cgraph * gf, + struct llama_sampler_data * data); void (*backend_set_input)(struct llama_sampler * smpl); }; @@ -1217,7 +1217,7 @@ extern "C" { llama_sampler_context_t ctx; }; - LLAMA_API bool llama_set_backend_sampler(struct llama_context * ctx, llama_seq_id seq_id, struct llama_sampler * smpl); + LLAMA_API bool llama_set_sampler(struct llama_context * ctx, llama_seq_id seq_id, struct llama_sampler * smpl); // mirror of llama_sampler_i: LLAMA_API struct llama_sampler * llama_sampler_init (const struct llama_sampler_i * iface, llama_sampler_context_t ctx); diff --git a/src/llama-context.cpp b/src/llama-context.cpp index 4639be985c..50a31f1168 100644 --- a/src/llama-context.cpp +++ b/src/llama-context.cpp @@ -68,7 +68,7 @@ llama_context::llama_context( for (size_t i = 0; i < params.n_samplers; ++i) { const auto & config = params.samplers[i]; - if (set_backend_sampler(config.seq_id, config.sampler)) { + if (set_sampler(config.seq_id, config.sampler)) { const int n_samplers = llama_sampler_chain_n(config.sampler); LLAMA_LOG_INFO("%s: setting backend sampler for seq_id %d (n = %d)\n", __func__, config.seq_id, n_samplers); @@ -670,7 +670,7 @@ float * llama_context::get_embeddings() { return embd; } -llama_token * llama_context::get_backend_sampled_tokens() { +llama_token * llama_context::get_sampled_tokens() { return sampling.sampled; } @@ -723,7 +723,7 @@ float * llama_context::get_embeddings_seq(llama_seq_id seq_id) { return it->second.data(); } -llama_token llama_context::get_backend_sampled_token_ith(int32_t idx) { +llama_token llama_context::get_sampled_token_ith(int32_t idx) { output_reorder(); if (sampling.sampled == nullptr) { @@ -740,7 +740,7 @@ llama_token llama_context::get_backend_sampled_token_ith(int32_t idx) { } } -float * llama_context::get_backend_sampled_probs_ith(int32_t idx) { +float * llama_context::get_sampled_probs_ith(int32_t idx) { output_reorder(); if (sampling.probs == nullptr) { @@ -759,7 +759,7 @@ float * llama_context::get_backend_sampled_probs_ith(int32_t idx) { } } -float * llama_context::get_backend_sampled_logits_ith(int32_t idx) { +float * llama_context::get_sampled_logits_ith(int32_t idx) { output_reorder(); if (sampling.logits == nullptr) { @@ -778,7 +778,7 @@ float * llama_context::get_backend_sampled_logits_ith(int32_t idx) { } } -const llama_token * llama_context::get_backend_sampled_candidates_ith(int32_t idx) { +const llama_token * llama_context::get_sampled_candidates_ith(int32_t idx) { output_reorder(); try { @@ -795,7 +795,7 @@ const llama_token * llama_context::get_backend_sampled_candidates_ith(int32_t id return sampling.token_ids_full_vocab.data(); } -size_t llama_context::get_backend_sampled_candidates_count(int32_t idx) { +size_t llama_context::get_sampled_candidates_count(int32_t idx) { output_reorder(); if (sampling.candidates == nullptr) { @@ -814,7 +814,7 @@ size_t llama_context::get_backend_sampled_candidates_count(int32_t idx) { } } -size_t llama_context::get_backend_sampled_logits_count(int32_t idx) { +size_t llama_context::get_sampled_logits_count(int32_t idx) { output_reorder(); if (sampling.logits == nullptr) { @@ -833,7 +833,7 @@ size_t llama_context::get_backend_sampled_logits_count(int32_t idx) { } } -size_t llama_context::get_backend_sampled_probs_count(int32_t idx) { +size_t llama_context::get_sampled_probs_count(int32_t idx) { output_reorder(); if (sampling.probs == nullptr) { @@ -909,7 +909,7 @@ void llama_context::set_warmup(bool value) { cparams.warmup = value; } -bool llama_context::set_backend_sampler(llama_seq_id seq_id, llama_sampler * sampler) { +bool llama_context::set_sampler(llama_seq_id seq_id, llama_sampler * sampler) { LLAMA_LOG_DEBUG("%s: seq_id = %d, sampler = %p\n", __func__, (int) seq_id, (void *) sampler); const bool can_offload = @@ -2978,10 +2978,10 @@ float * llama_get_logits(llama_context * ctx) { float * llama_get_logits_ith(llama_context * ctx, int32_t i) { ctx->synchronize(); - if (ctx->get_backend_sampled_token_ith(i) != LLAMA_TOKEN_NULL) { + if (ctx->get_sampled_token_ith(i) != LLAMA_TOKEN_NULL) { return nullptr; } - if (ctx->get_backend_sampled_probs_ith(i) != nullptr) { + if (ctx->get_sampled_probs_ith(i) != nullptr) { return nullptr; } @@ -3006,50 +3006,50 @@ float * llama_get_embeddings_seq(llama_context * ctx, llama_seq_id seq_id) { return ctx->get_embeddings_seq(seq_id); } -bool llama_set_backend_sampler(llama_context * ctx, llama_seq_id seq_id, llama_sampler * smpl) { - return ctx->set_backend_sampler(seq_id, smpl); +bool llama_set_sampler(llama_context * ctx, llama_seq_id seq_id, llama_sampler * smpl) { + return ctx->set_sampler(seq_id, smpl); } -llama_token llama_get_backend_sampled_token_ith(llama_context * ctx, int32_t i) { +llama_token llama_get_sampled_token_ith(llama_context * ctx, int32_t i) { ctx->synchronize(); - return ctx->get_backend_sampled_token_ith(i); + return ctx->get_sampled_token_ith(i); } -float * llama_get_backend_sampled_probs_ith(llama_context * ctx, int32_t i) { +float * llama_get_sampled_probs_ith(llama_context * ctx, int32_t i) { ctx->synchronize(); - return ctx->get_backend_sampled_probs_ith(i); + return ctx->get_sampled_probs_ith(i); } -float * llama_get_backend_sampled_logits_ith(llama_context * ctx, int32_t i) { +float * llama_get_sampled_logits_ith(llama_context * ctx, int32_t i) { ctx->synchronize(); - return ctx->get_backend_sampled_logits_ith(i); + return ctx->get_sampled_logits_ith(i); } -llama_token * llama_get_backend_sampled_candidates_ith(llama_context * ctx, int32_t i) { +llama_token * llama_get_sampled_candidates_ith(llama_context * ctx, int32_t i) { ctx->synchronize(); - return const_cast(ctx->get_backend_sampled_candidates_ith(i)); + return const_cast(ctx->get_sampled_candidates_ith(i)); } -uint32_t llama_get_backend_sampled_candidates_count_ith(llama_context * ctx, int32_t i) { +uint32_t llama_get_sampled_candidates_count_ith(llama_context * ctx, int32_t i) { ctx->synchronize(); - return static_cast(ctx->get_backend_sampled_candidates_count(i)); + return static_cast(ctx->get_sampled_candidates_count(i)); } -uint32_t llama_get_backend_sampled_logits_count_ith(llama_context * ctx, int32_t i) { +uint32_t llama_get_sampled_logits_count_ith(llama_context * ctx, int32_t i) { ctx->synchronize(); - return static_cast(ctx->get_backend_sampled_logits_count(i)); + return static_cast(ctx->get_sampled_logits_count(i)); } -uint32_t llama_get_backend_sampled_probs_count_ith(llama_context * ctx, int32_t i) { +uint32_t llama_get_sampled_probs_count_ith(llama_context * ctx, int32_t i) { ctx->synchronize(); - return static_cast(ctx->get_backend_sampled_probs_count(i)); + return static_cast(ctx->get_sampled_probs_count(i)); } // llama adapter API diff --git a/src/llama-context.h b/src/llama-context.h index 9b568d98b8..c2f0e3e570 100644 --- a/src/llama-context.h +++ b/src/llama-context.h @@ -66,17 +66,17 @@ struct llama_context { float * get_embeddings_ith(int32_t i); float * get_embeddings_seq(llama_seq_id seq_id); - llama_token * get_backend_sampled_tokens(); - llama_token get_backend_sampled_token_ith(int32_t idx); + llama_token * get_sampled_tokens(); + llama_token get_sampled_token_ith(int32_t idx); - float * get_backend_sampled_logits_ith(int32_t idx); - size_t get_backend_sampled_logits_count(int32_t idx); + float * get_sampled_logits_ith(int32_t idx); + size_t get_sampled_logits_count(int32_t idx); - float * get_backend_sampled_probs_ith(int32_t idx); - size_t get_backend_sampled_probs_count(int32_t idx); + float * get_sampled_probs_ith(int32_t idx); + size_t get_sampled_probs_count(int32_t idx); - const llama_token * get_backend_sampled_candidates_ith(int32_t idx); - size_t get_backend_sampled_candidates_count(int32_t idx); + const llama_token * get_sampled_candidates_ith(int32_t idx); + size_t get_sampled_candidates_count(int32_t idx); void attach_threadpool( ggml_threadpool_t threadpool, @@ -221,7 +221,7 @@ public: // reserve a graph with a dummy ubatch of the specified size ggml_cgraph * graph_reserve(uint32_t n_tokens, uint32_t n_seqs, uint32_t n_outputs, const llama_memory_context_i * mctx, bool split_only = false); - bool set_backend_sampler(llama_seq_id seq_id, llama_sampler * sampler); + bool set_sampler(llama_seq_id seq_id, llama_sampler * sampler); private: llm_graph_params graph_params( diff --git a/src/llama-graph.cpp b/src/llama-graph.cpp index 0abdab1637..fcbad00157 100644 --- a/src/llama-graph.cpp +++ b/src/llama-graph.cpp @@ -2090,7 +2090,7 @@ void llm_graph_context::build_sampling() const { ggml_tensor * logits_seq = ggml_view_1d(ctx0, logits_t, n_vocab, row_idx * logits_t->nb[1]); ggml_format_name(logits_seq, "logits_seq_%d", seq_id); - struct llama_sampler_backend_data data = { + struct llama_sampler_data data = { /*.logits =*/ logits_seq, /*.probs =*/ nullptr, /*.sampled =*/ nullptr, diff --git a/src/llama-sampling.cpp b/src/llama-sampling.cpp index 8069aa6802..eb924bd503 100644 --- a/src/llama-sampling.cpp +++ b/src/llama-sampling.cpp @@ -410,10 +410,10 @@ void llama_sampler_free(struct llama_sampler * smpl) { } llama_token llama_sampler_sample(struct llama_sampler * smpl, struct llama_context * ctx, int32_t idx) { - const llama_token sampled_token = llama_get_backend_sampled_token_ith (ctx, idx); - const float * sampled_probs = llama_get_backend_sampled_probs_ith (ctx, idx); - const float * sampled_logits = llama_get_backend_sampled_logits_ith (ctx, idx); - const llama_token * sampled_ids = llama_get_backend_sampled_candidates_ith(ctx, idx); + const llama_token sampled_token = llama_get_sampled_token_ith (ctx, idx); + const float * sampled_probs = llama_get_sampled_probs_ith (ctx, idx); + const float * sampled_logits = llama_get_sampled_logits_ith (ctx, idx); + const llama_token * sampled_ids = llama_get_sampled_candidates_ith(ctx, idx); // If a backend sampler has already sampled a token, return it. if (sampled_token != LLAMA_TOKEN_NULL) { @@ -430,13 +430,13 @@ llama_token llama_sampler_sample(struct llama_sampler * smpl, struct llama_conte std::vector cur; if (sampled_probs) { - const uint32_t sampled_probs_count = llama_get_backend_sampled_probs_count_ith(ctx, idx); + const uint32_t sampled_probs_count = llama_get_sampled_probs_count_ith(ctx, idx); cur.resize(sampled_probs_count); for (uint32_t i = 0; i < sampled_probs_count; ++i) { cur[i] = llama_token_data{sampled_ids[i], sampled_logits[i], sampled_probs[i]}; } } else if (sampled_logits) { - const uint32_t sampled_logits_count = llama_get_backend_sampled_logits_count_ith(ctx, idx); + const uint32_t sampled_logits_count = llama_get_sampled_logits_count_ith(ctx, idx); cur.resize(sampled_logits_count); for (llama_token i = 0; i < (int)sampled_logits_count; i++) { cur[i] = llama_token_data{sampled_ids[i], sampled_logits[i], 0.0f}; @@ -557,10 +557,10 @@ static void llama_sampler_chain_backend_accept( } static void llama_sampler_chain_backend_apply( - struct llama_sampler * smpl, - struct ggml_context * ctx, - struct ggml_cgraph * gf, - struct llama_sampler_backend_data * data) { + struct llama_sampler * smpl, + struct ggml_context * ctx, + struct ggml_cgraph * gf, + struct llama_sampler_data * data) { auto * chain = (llama_sampler_chain *) smpl->ctx; for (auto * smpl : chain->samplers) { @@ -659,10 +659,10 @@ static void llama_sampler_greedy_apply(struct llama_sampler * /*smpl*/, llama_to } static void llama_sampler_greedy_backend_apply( - struct llama_sampler * smpl, - struct ggml_context * ctx, - struct ggml_cgraph * gf, - struct llama_sampler_backend_data * data) { + struct llama_sampler * smpl, + struct ggml_context * ctx, + struct ggml_cgraph * gf, + struct llama_sampler_data * data) { GGML_UNUSED(gf); GGML_UNUSED(smpl); struct ggml_tensor * argmax_result = ggml_argmax(ctx, data->logits); @@ -817,10 +817,10 @@ static void llama_sampler_dist_backend_set_input(struct llama_sampler * smpl) { } static void llama_sampler_dist_backend_apply( - struct llama_sampler * smpl, - struct ggml_context * ctx, - struct ggml_cgraph * gf, - struct llama_sampler_backend_data * data) { + struct llama_sampler * smpl, + struct ggml_context * ctx, + struct ggml_cgraph * gf, + struct llama_sampler_data * data) { GGML_UNUSED(gf); auto * sctx = (llama_sampler_dist *) smpl->ctx; @@ -875,8 +875,8 @@ static void llama_sampler_dist_backend_apply( } static void llama_sampler_dist_backend_init( - struct llama_sampler * smpl, - ggml_backend_buffer_type_t buft) { + struct llama_sampler * smpl, + ggml_backend_buffer_type_t buft) { auto * sctx = (llama_sampler_dist *) smpl->ctx; sctx->device = ggml_backend_buft_get_device(buft); @@ -963,10 +963,10 @@ static void llama_sampler_top_k_backend_init( } static void llama_sampler_top_k_backend_apply( - struct llama_sampler * smpl, - struct ggml_context * ctx, - struct ggml_cgraph * gf, - struct llama_sampler_backend_data * data) { + struct llama_sampler * smpl, + struct ggml_context * ctx, + struct ggml_cgraph * gf, + struct llama_sampler_data * data) { auto * ctx_data = (llama_sampler_top_k *) smpl->ctx; @@ -1101,10 +1101,10 @@ static void llama_sampler_top_p_backend_init( } static void llama_sampler_top_p_backend_apply( - struct llama_sampler * smpl, - struct ggml_context * ctx, - struct ggml_cgraph * gf, - struct llama_sampler_backend_data * data) { + struct llama_sampler * smpl, + struct ggml_context * ctx, + struct ggml_cgraph * gf, + struct llama_sampler_data * data) { auto * sctx = (llama_sampler_top_p *) smpl->ctx; struct ggml_tensor * softmax = ggml_soft_max(ctx, data->logits); @@ -1273,10 +1273,10 @@ static void llama_sampler_min_p_backend_init( } static void llama_sampler_min_p_backend_apply( - struct llama_sampler * smpl, - struct ggml_context * ctx, - struct ggml_cgraph * gf, - struct llama_sampler_backend_data * data) { + struct llama_sampler * smpl, + struct ggml_context * ctx, + struct ggml_cgraph * gf, + struct llama_sampler_data * data) { auto * sctx = (llama_sampler_min_p *) smpl->ctx; struct ggml_tensor * max_idx = ggml_argmax(ctx, data->logits); @@ -1468,10 +1468,10 @@ static void llama_sampler_temp_free(struct llama_sampler * smpl) { } static void llama_sampler_temp_backend_apply( - struct llama_sampler * smpl, - struct ggml_context * ctx, - struct ggml_cgraph * gf, - struct llama_sampler_backend_data * data) { + struct llama_sampler * smpl, + struct ggml_context * ctx, + struct ggml_cgraph * gf, + struct llama_sampler_data * data) { auto * ctx_data = (llama_sampler_temp *) smpl->ctx; if (ctx_data->temp <= 0.0f) { @@ -2827,10 +2827,10 @@ static void llama_sampler_logit_bias_free(struct llama_sampler * smpl) { } static void llama_sampler_logit_bias_backend_apply( - struct llama_sampler * smpl, - struct ggml_context * ctx, - struct ggml_cgraph * gf, - struct llama_sampler_backend_data * data) { + struct llama_sampler * smpl, + struct ggml_context * ctx, + struct ggml_cgraph * gf, + struct llama_sampler_data * data) { GGML_UNUSED(gf); GGML_UNUSED(ctx); diff --git a/tests/test-backend-sampler.cpp b/tests/test-backend-sampler.cpp index 918766994b..6251a5ab1c 100644 --- a/tests/test-backend-sampler.cpp +++ b/tests/test-backend-sampler.cpp @@ -290,17 +290,17 @@ static void test_backend_greedy_sampling(const char * model_path) { int32_t batch_idx = test_ctx.idx_for_seq(seq_id); - llama_token token = llama_get_backend_sampled_token_ith(test_ctx.ctx, batch_idx); + llama_token token = llama_get_sampled_token_ith(test_ctx.ctx, batch_idx); printf("greedy sampled id:%d, string:'%s'\n", token, test_ctx.token_to_piece(token, false).c_str()); GGML_ASSERT(token >= 0 && token < test_ctx.n_vocab); - token = llama_get_backend_sampled_token_ith(test_ctx.ctx, -1); + token = llama_get_sampled_token_ith(test_ctx.ctx, -1); printf("greedy sampled id:%d, string:'%s'\n", token, test_ctx.token_to_piece(token, false).c_str()); GGML_ASSERT(token >= 0 && token < test_ctx.n_vocab); for (int i = 0; i < 10; i++) { int32_t loop_idx = test_ctx.idx_for_seq(seq_id); - llama_token token = llama_get_backend_sampled_token_ith(test_ctx.ctx, loop_idx); + llama_token token = llama_get_sampled_token_ith(test_ctx.ctx, loop_idx); printf("Generation step %d: token id:%d, string: %s\n", i, token, test_ctx.token_to_piece(token, false).c_str()); if (!test_ctx.decode_token(token, 0)) { GGML_ASSERT(false && "Failed to decode token"); @@ -328,14 +328,14 @@ static void test_backend_top_k_sampling(const char * model_path) { int32_t batch_idx = test_ctx.idx_for_seq(seq_id); - float * logits = llama_get_backend_sampled_logits_ith(test_ctx.ctx, batch_idx); - uint32_t n_logits = llama_get_backend_sampled_logits_count_ith(test_ctx.ctx, batch_idx); + float * logits = llama_get_sampled_logits_ith(test_ctx.ctx, batch_idx); + uint32_t n_logits = llama_get_sampled_logits_count_ith(test_ctx.ctx, batch_idx); for (size_t i = 0; i < n_logits; ++i) { printf("top_k logit[%zu] = %.6f\n", i, logits[i]); } - llama_token * candidates = llama_get_backend_sampled_candidates_ith(test_ctx.ctx, batch_idx); - uint32_t n_candidates = llama_get_backend_sampled_candidates_count_ith(test_ctx.ctx, batch_idx); + llama_token * candidates = llama_get_sampled_candidates_ith(test_ctx.ctx, batch_idx); + uint32_t n_candidates = llama_get_sampled_candidates_count_ith(test_ctx.ctx, batch_idx); for (size_t i = 0; i < n_candidates; ++i) { printf("top_k candidate[%zu] = %d : %s\n", i, candidates[i], test_ctx.token_to_piece(candidates[i], false).c_str()); @@ -386,7 +386,7 @@ static void test_backend_temp_sampling(const char * model_path) { // Verfify sequence 0 { int32_t batch_idx = test_ctx.idx_for_seq(0); - int n_logits = llama_get_backend_sampled_logits_count_ith(test_ctx.ctx, batch_idx); + int n_logits = llama_get_sampled_logits_count_ith(test_ctx.ctx, batch_idx); GGML_ASSERT(n_logits == test_ctx.n_vocab); // Sample from sequence 0 using CPU sampler @@ -443,8 +443,8 @@ static void test_backend_min_p_sampling(const char * model_path) { int32_t batch_idx = test_ctx.idx_for_seq(seq_id); - float * logits = llama_get_backend_sampled_logits_ith(test_ctx.ctx, batch_idx); - uint32_t n_logits = llama_get_backend_sampled_logits_count_ith(test_ctx.ctx, batch_idx); + float * logits = llama_get_sampled_logits_ith(test_ctx.ctx, batch_idx); + uint32_t n_logits = llama_get_sampled_logits_count_ith(test_ctx.ctx, batch_idx); // Print the logits that are above the min-p threshold std::vector filtered_logits; @@ -501,8 +501,8 @@ static void test_backend_top_p_sampling(const char * model_path) { int32_t batch_idx = test_ctx.idx_for_seq(seq_id); - float * logits = llama_get_backend_sampled_logits_ith(test_ctx.ctx, batch_idx); - uint32_t n_logits = llama_get_backend_sampled_logits_count_ith(test_ctx.ctx, batch_idx); + float * logits = llama_get_sampled_logits_ith(test_ctx.ctx, batch_idx); + uint32_t n_logits = llama_get_sampled_logits_count_ith(test_ctx.ctx, batch_idx); // Print the logits that are above the min-p threshold std::vector filtered_logits; @@ -569,7 +569,7 @@ static void test_backend_multi_sequence_sampling(const char * model_path) { // Verfiy sequence 0 { int32_t batch_idx = test_ctx.idx_for_seq(0); - llama_token token = llama_get_backend_sampled_token_ith(test_ctx.ctx, batch_idx); + llama_token token = llama_get_sampled_token_ith(test_ctx.ctx, batch_idx); const std::string token_str = test_ctx.token_to_piece(token, false); printf("Seq 0 sampled token id=%d, string='%s'\n", token, token_str.c_str()); GGML_ASSERT(token >= 0 && token < test_ctx.n_vocab); @@ -578,7 +578,7 @@ static void test_backend_multi_sequence_sampling(const char * model_path) { // Verify sequence 1 { int32_t batch_idx= test_ctx.idx_for_seq(1); - llama_token token = llama_get_backend_sampled_token_ith(test_ctx.ctx, batch_idx); + llama_token token = llama_get_sampled_token_ith(test_ctx.ctx, batch_idx); const std::string token_str = test_ctx.token_to_piece(token, false); printf("Seq 1 sampled token id=%d, string='%s'\n", token, token_str.c_str()); GGML_ASSERT(token >= 0 && token < test_ctx.n_vocab); @@ -591,7 +591,7 @@ static void test_backend_multi_sequence_sampling(const char * model_path) { for (llama_seq_id seq_id : {0, 1}) { int32_t idx = test_ctx.idx_for_seq(seq_id); - llama_token token = llama_get_backend_sampled_token_ith(test_ctx.ctx, idx); + llama_token token = llama_get_sampled_token_ith(test_ctx.ctx, idx); const std::string token_str = test_ctx.token_to_piece(token, false); printf(" Seq %d, step %d: token id=%d, string='%s'\n", seq_id, step, token, token_str.c_str()); tokens[seq_id] = token; @@ -625,12 +625,12 @@ static void test_backend_dist_sampling(const char * model_path) { } int32_t batch_idx = test_ctx.idx_for_seq(seq_id); - llama_token token = llama_get_backend_sampled_token_ith(test_ctx.ctx, batch_idx); + llama_token token = llama_get_sampled_token_ith(test_ctx.ctx, batch_idx); printf("dist sampled id:%d, string:'%s'\n", token, test_ctx.token_to_piece(token, false).c_str()); GGML_ASSERT(token >= 0 && token < test_ctx.n_vocab); - GGML_ASSERT(llama_get_backend_sampled_logits_ith(test_ctx.ctx, batch_idx) == nullptr); + GGML_ASSERT(llama_get_sampled_logits_ith(test_ctx.ctx, batch_idx) == nullptr); - token = llama_get_backend_sampled_token_ith(test_ctx.ctx, -1); + token = llama_get_sampled_token_ith(test_ctx.ctx, -1); printf("dist sampled id:%d, string:'%s'\n", token, test_ctx.token_to_piece(token, false).c_str()); GGML_ASSERT(token >= 0 && token < test_ctx.n_vocab); } @@ -660,7 +660,7 @@ static void test_backend_dist_sampling_and_cpu(const char * model_path) { struct llama_sampler * chain = llama_sampler_chain_init(chain_params); llama_sampler_chain_add(chain, llama_sampler_init_dist(18)); - llama_token backend_token = llama_get_backend_sampled_token_ith(test_ctx.ctx, batch_idx); + llama_token backend_token = llama_get_sampled_token_ith(test_ctx.ctx, batch_idx); llama_token cpu_token = llama_sampler_sample(chain, test_ctx.ctx, batch_idx); printf("dist & cpu sampled id:%d, string:'%s'\n", cpu_token, test_ctx.token_to_piece(cpu_token, false).c_str()); GGML_ASSERT(backend_token == cpu_token); @@ -707,7 +707,7 @@ static void test_backend_logit_bias_sampling(const char * model_path) { GGML_ASSERT(false && "Failed to decode token"); } - llama_token backend_token = llama_get_backend_sampled_token_ith(test_ctx.ctx, test_ctx.idx_for_seq(seq_id)); + llama_token backend_token = llama_get_sampled_token_ith(test_ctx.ctx, test_ctx.idx_for_seq(seq_id)); const std::string backend_token_str = test_ctx.token_to_piece(backend_token, false); printf("logit bias sampled token = %d, string='%s'\n", backend_token, backend_token_str.c_str()); GGML_ASSERT(backend_token == bias_token); @@ -748,22 +748,22 @@ static void test_backend_mixed_sampling(const char * model_path) { // Verfiy sequence 0 that used the dist backend sampler. { int32_t batch_idx = test_ctx.idx_for_seq(0); - llama_token token = llama_get_backend_sampled_token_ith(test_ctx.ctx, batch_idx); + llama_token token = llama_get_sampled_token_ith(test_ctx.ctx, batch_idx); const std::string token_str = test_ctx.token_to_piece(token, false); printf("sampled token id=%d, string='%s'\n", token, token_str.c_str()); GGML_ASSERT(token >= 0 && token < test_ctx.n_vocab); - GGML_ASSERT(llama_get_backend_sampled_logits_ith(test_ctx.ctx, batch_idx) == nullptr); - GGML_ASSERT(llama_get_backend_sampled_logits_count_ith(test_ctx.ctx, batch_idx) == 0); + GGML_ASSERT(llama_get_sampled_logits_ith(test_ctx.ctx, batch_idx) == nullptr); + GGML_ASSERT(llama_get_sampled_logits_count_ith(test_ctx.ctx, batch_idx) == 0); } // Verfiy sequence 1 that used the top-k backend sampler. { int32_t batch_idx = test_ctx.idx_for_seq(1); - float * logits = llama_get_backend_sampled_logits_ith(test_ctx.ctx, batch_idx); + float * logits = llama_get_sampled_logits_ith(test_ctx.ctx, batch_idx); GGML_ASSERT(logits != nullptr); - size_t n_logits = llama_get_backend_sampled_logits_count_ith(test_ctx.ctx, batch_idx); + size_t n_logits = llama_get_sampled_logits_count_ith(test_ctx.ctx, batch_idx); GGML_ASSERT(n_logits == (size_t) k); - GGML_ASSERT(llama_get_backend_sampled_token_ith(test_ctx.ctx, batch_idx) == LLAMA_TOKEN_NULL); + GGML_ASSERT(llama_get_sampled_token_ith(test_ctx.ctx, batch_idx) == LLAMA_TOKEN_NULL); } printf("backend mixed sampling test PASSED\n"); @@ -790,12 +790,12 @@ static void test_backend_set_sampler(const char * model_path) { int32_t batch_idx = test_ctx.idx_for_seq(seq_id); // Sample using backend sampler configured above - llama_token backend_token = llama_get_backend_sampled_token_ith(test_ctx.ctx, batch_idx); + llama_token backend_token = llama_get_sampled_token_ith(test_ctx.ctx, batch_idx); const std::string backend_token_str = test_ctx.token_to_piece(backend_token, false); printf("dist sampled token = %d, string='%s'\n", backend_token, backend_token_str.c_str()); // Now clear the backend sampler for this sequence. - llama_set_backend_sampler(test_ctx.ctx, seq_id, nullptr); + llama_set_sampler(test_ctx.ctx, seq_id, nullptr); printf("Cleared backend sampler for seq_id %d\n", seq_id); // Sample using CPU sampler @@ -810,8 +810,8 @@ static void test_backend_set_sampler(const char * model_path) { // Should not have any sampled token or probs after clearing the backend sampler. const int32_t idx = test_ctx.idx_for_seq(seq_id); - GGML_ASSERT(llama_get_backend_sampled_token_ith(test_ctx.ctx, idx) == LLAMA_TOKEN_NULL); - GGML_ASSERT(llama_get_backend_sampled_probs_ith(test_ctx.ctx, idx) == nullptr); + GGML_ASSERT(llama_get_sampled_token_ith(test_ctx.ctx, idx) == LLAMA_TOKEN_NULL); + GGML_ASSERT(llama_get_sampled_probs_ith(test_ctx.ctx, idx) == nullptr); // Sample the token using the CPU sampler chain. llama_token token2 = llama_sampler_sample(chain, test_ctx.ctx, seq_id); @@ -824,13 +824,13 @@ static void test_backend_set_sampler(const char * model_path) { struct llama_sampler * new_backend_sampler_chain = llama_sampler_chain_init(new_backend_chain_params); llama_sampler_chain_add(new_backend_sampler_chain, llama_sampler_init_top_k(20)); llama_sampler_chain_add(new_backend_sampler_chain, llama_sampler_init_dist(seed)); - llama_set_backend_sampler(test_ctx.ctx, seq_id, new_backend_sampler_chain); + llama_set_sampler(test_ctx.ctx, seq_id, new_backend_sampler_chain); if (!test_ctx.decode_tokens(tokens2)) { GGML_ASSERT(false && "Failed to decode token"); } - llama_token new_backend_token = llama_get_backend_sampled_token_ith(test_ctx.ctx, test_ctx.idx_for_seq(seq_id)); + llama_token new_backend_token = llama_get_sampled_token_ith(test_ctx.ctx, test_ctx.idx_for_seq(seq_id)); const std::string new_backend_token_str = test_ctx.token_to_piece(new_backend_token, false); printf("dist sampled token = %d, string='%s'\n", new_backend_token, new_backend_token_str.c_str()); } @@ -864,7 +864,7 @@ static void test_backend_cpu_mixed_batch(const char * model_path) { // Verify sequence 0 (backend sampled) { int32_t batch_idx = test_ctx.idx_for_seq(0); - llama_token token = llama_get_backend_sampled_token_ith(test_ctx.ctx, batch_idx); + llama_token token = llama_get_sampled_token_ith(test_ctx.ctx, batch_idx); const std::string token_str = test_ctx.token_to_piece(token, false); printf("Seq 0 (backend) sampled token id=%d, string='%s'\n", token, token_str.c_str()); GGML_ASSERT(token >= 0 && token < test_ctx.n_vocab); @@ -874,7 +874,7 @@ static void test_backend_cpu_mixed_batch(const char * model_path) { { int32_t batch_idx = test_ctx.idx_for_seq(1); - llama_token backend_token = llama_get_backend_sampled_token_ith(test_ctx.ctx, batch_idx); + llama_token backend_token = llama_get_sampled_token_ith(test_ctx.ctx, batch_idx); GGML_ASSERT(backend_token == LLAMA_TOKEN_NULL); struct llama_sampler_chain_params chain_params = llama_sampler_chain_default_params(); @@ -892,7 +892,7 @@ static void test_backend_cpu_mixed_batch(const char * model_path) { { // clear the backend sampler for seq 0 so that there are no backend // samplers. - llama_set_backend_sampler(test_ctx.ctx, 0, nullptr); + llama_set_sampler(test_ctx.ctx, 0, nullptr); // Create a CPU sampler and verify we can sampler from it. struct llama_sampler_chain_params chain_params = llama_sampler_chain_default_params(); @@ -914,14 +914,14 @@ static void test_backend_cpu_mixed_batch(const char * model_path) { struct llama_sampler * sampler_chain= llama_sampler_chain_init(chain_params); llama_sampler_chain_add(sampler_chain, llama_sampler_init_dist(88)); - llama_set_backend_sampler(test_ctx.ctx, 0, sampler_chain); + llama_set_sampler(test_ctx.ctx, 0, sampler_chain); if (!test_ctx.decode_token(3834, 0)) { GGML_ASSERT(false && "Failed to decode token"); } int32_t batch_idx = test_ctx.idx_for_seq(0); - llama_token token = llama_get_backend_sampled_token_ith(test_ctx.ctx, batch_idx); + llama_token token = llama_get_sampled_token_ith(test_ctx.ctx, batch_idx); const std::string token_str = test_ctx.token_to_piece(token, false); printf("re-added backend sampled token id=%d, string='%s'\n", token, token_str.c_str()); GGML_ASSERT(token >= 0 && token < test_ctx.n_vocab); diff --git a/tools/server/server-context.cpp b/tools/server/server-context.cpp index b1af1b109f..a97977defd 100644 --- a/tools/server/server-context.cpp +++ b/tools/server/server-context.cpp @@ -1014,7 +1014,7 @@ struct server_context_impl { SLT_INF(slot, "sampler chain: %s\n", common_sampler_print(slot.smpl.get()).c_str()); llama_sampler * backend_chain = common_sampler_chain_backend(slot.smpl.get()); - llama_set_backend_sampler(ctx, slot.id, backend_chain); + llama_set_sampler(ctx, slot.id, backend_chain); } // initialize draft batch From 80742cbaebdf1dd10cfc1059dca225fb0954b9fb Mon Sep 17 00:00:00 2001 From: Georgi Gerganov Date: Sun, 30 Nov 2025 00:07:13 +0200 Subject: [PATCH 060/119] cont : naming --- common/llguidance.cpp | 20 ++++++++++---------- include/llama.h | 4 ---- src/llama-batch.cpp | 6 +++--- src/llama-batch.h | 2 +- src/llama-context.cpp | 25 +++++++++++-------------- src/llama-context.h | 14 +++++++------- 6 files changed, 32 insertions(+), 39 deletions(-) diff --git a/common/llguidance.cpp b/common/llguidance.cpp index 27d15516e9..d58f147a76 100644 --- a/common/llguidance.cpp +++ b/common/llguidance.cpp @@ -106,16 +106,16 @@ static void llama_sampler_llg_free(llama_sampler * smpl) { } static llama_sampler_i llama_sampler_llg_i = { - /* .name = */ llama_sampler_llg_name, - /* .accept = */ llama_sampler_llg_accept_impl, - /* .apply = */ llama_sampler_llg_apply, - /* .reset = */ llama_sampler_llg_reset, - /* .clone = */ llama_sampler_llg_clone, - /* .free = */ llama_sampler_llg_free, - /* .apply_ggml = */ NULL, - /* .accept_ggml = */ NULL, - /* .set_input_ggml = */ NULL, - /* .set_backend_context = */ NULL, + /* .name = */ llama_sampler_llg_name, + /* .accept = */ llama_sampler_llg_accept_impl, + /* .apply = */ llama_sampler_llg_apply, + /* .reset = */ llama_sampler_llg_reset, + /* .clone = */ llama_sampler_llg_clone, + /* .free = */ llama_sampler_llg_free, + /* .backend_init = */ NULL, + /* .backend_accept = */ NULL, + /* .backend_apply = */ NULL, + /* .backend_set_input = */ NULL, }; static size_t llama_sampler_llg_tokenize_fn(const void * user_data, const uint8_t * bytes, size_t bytes_len, diff --git a/include/llama.h b/include/llama.h index 6a1aca7633..01eca7609a 100644 --- a/include/llama.h +++ b/include/llama.h @@ -1374,10 +1374,6 @@ extern "C" { // LLAMA_API struct llama_sampler * llama_sampler_init_infill(const struct llama_vocab * vocab); - // - // Backend samplers - // - // Returns the seed used by the sampler if applicable, LLAMA_DEFAULT_SEED otherwise LLAMA_API uint32_t llama_sampler_get_seed(const struct llama_sampler * smpl); diff --git a/src/llama-batch.cpp b/src/llama-batch.cpp index f0866a9ca1..2700b970c9 100644 --- a/src/llama-batch.cpp +++ b/src/llama-batch.cpp @@ -29,7 +29,7 @@ bool llama_batch_allocr::init( uint32_t n_embd, uint32_t n_seq_max, bool output_all, - bool backend_sampling) { + bool sampling) { clear(); batch = batch_inp; @@ -146,7 +146,7 @@ bool llama_batch_allocr::init( } } - if (backend_sampling) { + if (sampling) { std::vector seq_output_count(n_seq_max, 0); for (int32_t i = 0; i < batch.n_tokens; ++i) { @@ -157,7 +157,7 @@ bool llama_batch_allocr::init( const llama_seq_id seq_id = batch.seq_id[i][s]; seq_output_count[seq_id]++; if (seq_output_count[seq_id] > 1) { - LLAMA_LOG_ERROR("%s: backend sampling allows at most one output token per sequence (%d)\n", __func__, seq_id); + LLAMA_LOG_ERROR("%s: backend sampling requires at most one output token per sequence (%d)\n", __func__, seq_id); return false; } } diff --git a/src/llama-batch.h b/src/llama-batch.h index d8751274f3..db7a75b804 100644 --- a/src/llama-batch.h +++ b/src/llama-batch.h @@ -80,7 +80,7 @@ public: uint32_t n_embd, uint32_t n_seq_max, bool output_all, - bool backend_sampling = false); + bool sampling = false); const llama_batch & get_batch() const; diff --git a/src/llama-context.cpp b/src/llama-context.cpp index 50a31f1168..7f7b838e14 100644 --- a/src/llama-context.cpp +++ b/src/llama-context.cpp @@ -1322,12 +1322,12 @@ int llama_context::decode(const llama_batch & batch_inp) { // when computing embeddings, all tokens are output const bool output_all = cparams.embeddings; - const bool has_backend_samplers = !sampling.samplers.empty(); + const bool has_samplers = !sampling.samplers.empty(); if (!balloc->init(batch_inp, vocab, memory.get(), n_embd, cparams.kv_unified ? LLAMA_MAX_SEQ : cparams.n_seq_max, output_all, - has_backend_samplers)) { + has_samplers)) { LLAMA_LOG_ERROR("%s: failed to initialize batch\n", __func__); return -1; } @@ -1415,10 +1415,6 @@ int llama_context::decode(const llama_batch & batch_inp) { int64_t n_outputs_prev = 0; - // This flag indicates whether a backend sampler has actually sampled a specific - // token, or if it has produced probabilites. If true, we can skip the normal copying of logits and embeddings. - bool backend_has_sampled = false; - do { const auto & ubatch = mctx->get_ubatch(); @@ -1477,9 +1473,11 @@ int llama_context::decode(const llama_batch & batch_inp) { // ggml_graph_dump_dot(gf, NULL, "llama.dot"); //} - backend_has_sampled = !res->t_sampled.empty() || !res->t_sampled_probs.empty() || !res->t_sampled_logits.empty(); + // This flag indicates whether a backend sampler has actually sampled a specific + // token, or if it has produced probabilites. If true, we can skip the normal copying of logits and embeddings. + const bool has_sampled = !res->t_sampled.empty() || !res->t_sampled_probs.empty() || !res->t_sampled_logits.empty(); - if (has_backend_samplers && backend_has_sampled) { + if (has_samplers && has_sampled) { const auto seq_to_output_row = build_seq_to_output_row(ubatch, n_outputs_prev); const auto stride = n_vocab; @@ -1495,7 +1493,6 @@ int llama_context::decode(const llama_batch & batch_inp) { // async copy the candidate token ids from the backend to the host. // These are needed by CPU samplers to map probability/logit indices to vocab token ids. copy_tensor_async_candidates(res->t_candidates, sampling.candidates, stride, sampling.candidates_count, seq_to_output_row, sched.get()); - } auto * t_logits = res->get_logits(); @@ -1661,8 +1658,8 @@ uint32_t llama_context::output_reserve(int32_t n_outputs, const llama_batch & ba } // Check which sampling modes are needed by sequences in the current batch. - bool batch_has_backend_sampling = false; - bool batch_needs_cpu_logits = false; + bool batch_has_sampling = false; + bool batch_needs_cpu_logits = false; if (batch.logits) { for (int32_t i = 0; i < batch.n_tokens; i++) { @@ -1672,7 +1669,7 @@ uint32_t llama_context::output_reserve(int32_t n_outputs, const llama_batch & ba for (int32_t j = 0; j < batch.n_seq_id[i]; j++) { llama_seq_id seq_id = batch.seq_id[i][j]; if (sampling.samplers.find(seq_id) != sampling.samplers.end()) { - batch_has_backend_sampling = true; + batch_has_sampling = true; } else { batch_needs_cpu_logits = true; } @@ -1691,7 +1688,7 @@ uint32_t llama_context::output_reserve(int32_t n_outputs, const llama_batch & ba logits_size = (has_logits && batch_needs_cpu_logits) ? n_vocab*n_outputs_max : 0; embd_size = has_embd ? n_embd*n_outputs_max : 0; - if (!batch_has_backend_sampling) { + if (!batch_has_sampling) { sampling.logits_size = 0; sampling.probs_size = 0; sampling.sampled_size = 0; @@ -1762,7 +1759,7 @@ uint32_t llama_context::output_reserve(int32_t n_outputs, const llama_batch & ba embd = has_embd ? (float *) (base + offset) : nullptr; offset += embd_size * sizeof(float); - if (batch_has_backend_sampling) { + if (batch_has_sampling) { sampling.logits = (float *) (base + offset); offset += sampling.logits_size * sizeof(float); diff --git a/src/llama-context.h b/src/llama-context.h index c2f0e3e570..127180413e 100644 --- a/src/llama-context.h +++ b/src/llama-context.h @@ -66,17 +66,17 @@ struct llama_context { float * get_embeddings_ith(int32_t i); float * get_embeddings_seq(llama_seq_id seq_id); - llama_token * get_sampled_tokens(); - llama_token get_sampled_token_ith(int32_t idx); + llama_token * get_sampled_tokens(); + llama_token get_sampled_token_ith(int32_t idx); - float * get_sampled_logits_ith(int32_t idx); - size_t get_sampled_logits_count(int32_t idx); + float * get_sampled_logits_ith(int32_t idx); + size_t get_sampled_logits_count(int32_t idx); - float * get_sampled_probs_ith(int32_t idx); - size_t get_sampled_probs_count(int32_t idx); + float * get_sampled_probs_ith(int32_t idx); + size_t get_sampled_probs_count(int32_t idx); const llama_token * get_sampled_candidates_ith(int32_t idx); - size_t get_sampled_candidates_count(int32_t idx); + size_t get_sampled_candidates_count(int32_t idx); void attach_threadpool( ggml_threadpool_t threadpool, From cf0e1475c59e3e609e6cce89deb626a20f2682bf Mon Sep 17 00:00:00 2001 From: Daniel Bevenius Date: Mon, 1 Dec 2025 09:13:47 +0100 Subject: [PATCH 061/119] sampling : lower log level for output buffer reallocations [no ci] This commit changes the logging level for output buffer reallocations in the llama_context::output_reserve function from INFO to DEBUG. The motivation for this is that it currently logs to info and when enabling verbose logging for llama-cli this will get mixed with the output, for example: ```console What is the capital of Sweden?output_reserve: reallocating output buffer from size 0.58 MiB to 1.74 MiB 1. Stockholm 2\. Helsinki Based are the options 1. Stockholm Explanation: Stockholm is the capital of ... ``` --- src/llama-context.cpp | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/llama-context.cpp b/src/llama-context.cpp index 7f7b838e14..78f12011c4 100644 --- a/src/llama-context.cpp +++ b/src/llama-context.cpp @@ -1718,7 +1718,7 @@ uint32_t llama_context::output_reserve(int32_t n_outputs, const llama_batch & ba if (buf_output) { #ifndef NDEBUG // This doesn't happen often, but may be annoying in some cases (like the HellaSwag benchmark) - LLAMA_LOG_INFO("%s: reallocating output buffer from size %.02f MiB to %.02f MiB\n", __func__, prev_size / 1024.0 / 1024.0, new_size / 1024.0 / 1024.0); + LLAMA_LOG_DEBUG("%s: reallocating output buffer from size %.02f MiB to %.02f MiB\n", __func__, prev_size / 1024.0 / 1024.0, new_size / 1024.0 / 1024.0); #endif buf_output = nullptr; logits = nullptr; From 8bee483c9776f2dce3a7058d3e72c6d9cda38224 Mon Sep 17 00:00:00 2001 From: Oliver Simons Date: Mon, 1 Dec 2025 12:07:30 +0100 Subject: [PATCH 062/119] Fix backend_top_p_sampler softmax(softmax) will return uniform distribution, so we should not return the softmax but the logits instead. --- src/llama-sampling.cpp | 66 ++++++++++++++++++++++-------------------- 1 file changed, 34 insertions(+), 32 deletions(-) diff --git a/src/llama-sampling.cpp b/src/llama-sampling.cpp index eb924bd503..dd208ccfc1 100644 --- a/src/llama-sampling.cpp +++ b/src/llama-sampling.cpp @@ -1107,46 +1107,44 @@ static void llama_sampler_top_p_backend_apply( struct llama_sampler_data * data) { auto * sctx = (llama_sampler_top_p *) smpl->ctx; - struct ggml_tensor * softmax = ggml_soft_max(ctx, data->logits); - ggml_set_name(softmax, "top_p_softmax"); - - // Get the sorted indices of the softmax probabilities in descending order. - struct ggml_tensor * sorted_idx = ggml_argsort(ctx, softmax, GGML_SORT_ORDER_DESC); + // Get the sorted logits in descending order. + struct ggml_tensor * sorted_idx = ggml_argsort(ctx, data->logits, GGML_SORT_ORDER_DESC); ggml_set_name(sorted_idx, "top_p_sorted_idx"); // Do the sorting via reshape + get_rows - struct ggml_tensor * softmax_reshaped = ggml_reshape_2d(ctx, softmax, 1, softmax->ne[0]); - ggml_set_name(softmax_reshaped, "top_p_softmax_reshaped"); + struct ggml_tensor * logits_reshaped = ggml_reshape_2d(ctx, data->logits, 1, data->logits->ne[0]); + struct ggml_tensor * sorted_logits_reshaped = ggml_get_rows(ctx, logits_reshaped, sorted_idx); + struct ggml_tensor * sorted_logits = ggml_reshape_1d(ctx, sorted_logits_reshaped, data->logits->ne[0]); + ggml_set_name(sorted_logits, "top_p_sorted_logits"); - struct ggml_tensor * sorted_probs = ggml_get_rows(ctx, softmax_reshaped, sorted_idx); - ggml_set_name(sorted_probs, "top_p_sorted_probs"); + struct ggml_tensor * softmax = ggml_soft_max(ctx, sorted_logits); + ggml_set_name(softmax, "top_p_softmax"); + + // If candidates are provided, sort them as well. Otherwise, set sorted indices as candidates. + if (data->candidates != nullptr) { + struct ggml_tensor * candidates_reshaped = ggml_reshape_2d(ctx, data->candidates, 1, data->candidates->ne[0]); + ggml_set_name(candidates_reshaped, "top_p_candidates_reshaped"); + + struct ggml_tensor * sorted_candidates = ggml_get_rows(ctx, candidates_reshaped, sorted_idx); + ggml_set_name(sorted_candidates, "top_p_sorted_candidates"); + + data->candidates = ggml_reshape_1d(ctx, sorted_candidates, data->candidates->ne[0]); + ggml_set_name(data->candidates, "top_p_candidates"); + } else { + data->candidates = sorted_idx; + ggml_set_name(data->candidates, "top_p_candidates"); + } - struct ggml_tensor * sorted_probs_reshaped = ggml_reshape_2d(ctx, sorted_probs, softmax->ne[0], 1); - ggml_set_name(sorted_probs_reshaped, "top_p_sorted_probs_reshaped"); // Compute Cumulative Distribution Function (CDF) by means of GGML_OP_CUMSUM. - struct ggml_tensor * sorted_cdf = ggml_cumsum(ctx, sorted_probs_reshaped); - ggml_set_name(sorted_cdf, "top_p_sorted_cdf"); + struct ggml_tensor * cdf = ggml_cumsum(ctx, softmax); + ggml_set_name(cdf, "top_p_cdf"); + // TODO: Make it inclusive of probability p // Invert CDF and add top-p value so that ggml_step yields 1 for values we want to keep - struct ggml_tensor * sorted_cdf_scaled = ggml_scale_bias(ctx, sorted_cdf, -1.0f, sctx->p); - ggml_set_name(sorted_cdf_scaled, "top_p_sorted_cdf_scaled"); + struct ggml_tensor * cdf_scaled = ggml_scale_bias(ctx, cdf, -1.0f, sctx->p); + ggml_set_name(cdf_scaled, "top_p_cdf_scaled"); - struct ggml_tensor * sorted_mask = ggml_step(ctx, sorted_cdf_scaled); - ggml_set_name(sorted_mask, "top_p_sorted_mask"); - - // reverse sorting by argsort(argsort) - // cast to F32 since cuda only supports float inputs - struct ggml_tensor * reverse_argsort = ggml_argsort(ctx, ggml_cast(ctx, sorted_idx, GGML_TYPE_F32), GGML_SORT_ORDER_ASC); - ggml_set_name(reverse_argsort, "top_p_reverse_argsort"); - - // Do the sorting via reshape + get_rows - struct ggml_tensor * sorted_reshaped_mask = ggml_reshape_2d(ctx, sorted_mask, 1, sorted_mask->ne[0]); - ggml_set_name(sorted_reshaped_mask, "top_p_sorted_reshaped_mask"); - - struct ggml_tensor * reshaped_mask = ggml_get_rows(ctx, sorted_reshaped_mask, reverse_argsort); - ggml_set_name(reshaped_mask, "top_p_reshaped_mask"); - - struct ggml_tensor * mask = ggml_reshape_2d(ctx, reshaped_mask, sorted_mask->ne[0], 1); + struct ggml_tensor * mask = ggml_step(ctx, cdf_scaled); ggml_set_name(mask, "top_p_mask"); // Use ggml_scale_bias (output = (a * s) + b) which in this case becomes: @@ -1157,9 +1155,13 @@ static void llama_sampler_top_p_backend_apply( struct ggml_tensor * top_p_bias = ggml_scale_bias(ctx, mask, large_val, -large_val); ggml_set_name(top_p_bias, "top_p_bias"); - data->logits = ggml_add(ctx, data->logits, top_p_bias); + data->logits = ggml_add(ctx, sorted_logits, top_p_bias); ggml_set_name(data->logits, "top_p_logits"); + ggml_set_output(data->candidates); + ggml_build_forward_expand(gf, data->candidates); + + ggml_set_output(data->logits); ggml_build_forward_expand(gf, data->logits); } From ae0bb6a6da7fd21887c08b92ba403bd095deba03 Mon Sep 17 00:00:00 2001 From: Oliver Simons Date: Mon, 1 Dec 2025 14:46:47 +0100 Subject: [PATCH 063/119] Factor out `ggml_sort` into its own function --- src/llama-sampling.cpp | 19 +++++++++---------- 1 file changed, 9 insertions(+), 10 deletions(-) diff --git a/src/llama-sampling.cpp b/src/llama-sampling.cpp index dd208ccfc1..8c1570761d 100644 --- a/src/llama-sampling.cpp +++ b/src/llama-sampling.cpp @@ -1107,14 +1107,19 @@ static void llama_sampler_top_p_backend_apply( struct llama_sampler_data * data) { auto * sctx = (llama_sampler_top_p *) smpl->ctx; + auto ggml_sort = [& ctx](struct ggml_tensor * a, struct ggml_tensor * b) { + GGML_ASSERT(ggml_nrows(a) == 1); + struct ggml_tensor * a_reshaped = ggml_reshape_2d(ctx, a, 1, a->ne[0]); + struct ggml_tensor * a_sorted = ggml_get_rows(ctx, a_reshaped, b); + return ggml_reshape_1d(ctx, a_sorted, a->ne[0]); + }; + // Get the sorted logits in descending order. struct ggml_tensor * sorted_idx = ggml_argsort(ctx, data->logits, GGML_SORT_ORDER_DESC); ggml_set_name(sorted_idx, "top_p_sorted_idx"); // Do the sorting via reshape + get_rows - struct ggml_tensor * logits_reshaped = ggml_reshape_2d(ctx, data->logits, 1, data->logits->ne[0]); - struct ggml_tensor * sorted_logits_reshaped = ggml_get_rows(ctx, logits_reshaped, sorted_idx); - struct ggml_tensor * sorted_logits = ggml_reshape_1d(ctx, sorted_logits_reshaped, data->logits->ne[0]); + struct ggml_tensor * sorted_logits = ggml_sort(data->logits, sorted_idx); ggml_set_name(sorted_logits, "top_p_sorted_logits"); struct ggml_tensor * softmax = ggml_soft_max(ctx, sorted_logits); @@ -1122,13 +1127,7 @@ static void llama_sampler_top_p_backend_apply( // If candidates are provided, sort them as well. Otherwise, set sorted indices as candidates. if (data->candidates != nullptr) { - struct ggml_tensor * candidates_reshaped = ggml_reshape_2d(ctx, data->candidates, 1, data->candidates->ne[0]); - ggml_set_name(candidates_reshaped, "top_p_candidates_reshaped"); - - struct ggml_tensor * sorted_candidates = ggml_get_rows(ctx, candidates_reshaped, sorted_idx); - ggml_set_name(sorted_candidates, "top_p_sorted_candidates"); - - data->candidates = ggml_reshape_1d(ctx, sorted_candidates, data->candidates->ne[0]); + data->candidates = ggml_sort(data->candidates, sorted_idx); ggml_set_name(data->candidates, "top_p_candidates"); } else { data->candidates = sorted_idx; From 217469f07f75db1594eb4b4ac3c4e723d6ea8553 Mon Sep 17 00:00:00 2001 From: Oliver Simons Date: Mon, 1 Dec 2025 15:24:32 +0100 Subject: [PATCH 064/119] Make backend's top_p sampler inclusive In addition to match the algorithm proposed in the original [paper](https://arxiv.org/abs/1904.09751), this resolves the edge-case where `max_p is > top_p` for a single logit, where the mask would otherwise be empty (and we thus sample from the whole vocabulary with equal likelihood) --- src/llama-sampling.cpp | 14 +++++++++++++- tests/test-backend-sampler.cpp | 1 + 2 files changed, 14 insertions(+), 1 deletion(-) diff --git a/src/llama-sampling.cpp b/src/llama-sampling.cpp index 8c1570761d..fd4e770e3c 100644 --- a/src/llama-sampling.cpp +++ b/src/llama-sampling.cpp @@ -1138,7 +1138,6 @@ static void llama_sampler_top_p_backend_apply( struct ggml_tensor * cdf = ggml_cumsum(ctx, softmax); ggml_set_name(cdf, "top_p_cdf"); - // TODO: Make it inclusive of probability p // Invert CDF and add top-p value so that ggml_step yields 1 for values we want to keep struct ggml_tensor * cdf_scaled = ggml_scale_bias(ctx, cdf, -1.0f, sctx->p); ggml_set_name(cdf_scaled, "top_p_cdf_scaled"); @@ -1146,6 +1145,19 @@ static void llama_sampler_top_p_backend_apply( struct ggml_tensor * mask = ggml_step(ctx, cdf_scaled); ggml_set_name(mask, "top_p_mask"); + // Taking the sum of the mask gives us the sum of elements after the threshold + // we are interested in. + struct ggml_tensor * idxf = ggml_sum(ctx, mask); + ggml_set_name(idxf, "dist_index_f32"); + + // Make top-p inclusive (i.e. return all values such that cum_sum/cdf >= p) + struct ggml_tensor * mask_reshaped = ggml_reshape_2d(ctx, mask, 1, mask->ne[0]); + // construct ones tensor to set the value in the mask + struct ggml_tensor * ones = ggml_dup_tensor(ctx, mask_reshaped); + ones = ggml_clamp(ctx, ones, 1.0f, 1.0f); + mask_reshaped = ggml_set_rows(ctx, mask_reshaped, ones, ggml_cast(ctx, ggml_repeat(ctx, idxf, mask), GGML_TYPE_I32)); + mask = ggml_reshape_1d(ctx, mask_reshaped, mask->ne[0]); + // Use ggml_scale_bias (output = (a * s) + b) which in this case becomes: // top_p_bias = (mask * 1e9f) - 1e9f. // So entries in the mask that we want to discard will become -1e9f, and diff --git a/tests/test-backend-sampler.cpp b/tests/test-backend-sampler.cpp index 6251a5ab1c..f185cebe9d 100644 --- a/tests/test-backend-sampler.cpp +++ b/tests/test-backend-sampler.cpp @@ -512,6 +512,7 @@ static void test_backend_top_p_sampling(const char * model_path) { } } GGML_ASSERT(filtered_logits.size() < (size_t) test_ctx.n_vocab); + GGML_ASSERT(filtered_logits.size() > 0); // Sample using CPU sampler for verification to inspect they are reasonable struct llama_sampler_chain_params chain_params = llama_sampler_chain_default_params(); From 4032ce2378294f976fa8088048bc6e9996b67ff7 Mon Sep 17 00:00:00 2001 From: Georgi Gerganov Date: Mon, 1 Dec 2025 17:10:32 +0200 Subject: [PATCH 065/119] common : simplify sampler chain initialization --- common/common.h | 10 +- common/sampling.cpp | 173 ++++++----------------------------- common/sampling.h | 3 +- examples/batched/batched.cpp | 14 +-- include/llama.h | 4 +- src/llama-graph.cpp | 2 +- src/llama-sampling.cpp | 143 ++++++++++++++++++++++++++--- 7 files changed, 171 insertions(+), 178 deletions(-) diff --git a/common/common.h b/common/common.h index 9b53d2b56f..127a8cff1d 100644 --- a/common/common.h +++ b/common/common.h @@ -212,18 +212,12 @@ struct common_params_sampling { std::vector logit_bias; // logit biases to apply std::vector logit_bias_eog; // pre-calculated logit biases for EOG tokens - bool backend_sampling = false; // enable backend sampling + bool backend_sampling = false; bool has_logit_bias() const { return !logit_bias.empty(); } - bool is_disabled(enum common_sampler_type type) const; - - // remove disabled samplers - // TODO: temporary until all samplers have llama_sampler_backend_ API [LLAMA_SAMPLER_BACKEND] - void filter_disabled(); - // print the parameters into a string std::string print() const; }; @@ -661,7 +655,7 @@ std::vector fs_list_files(const std::string & path); struct common_sampler; -// note: defines object's lifetime +// note: defines the model, context, samplers, ets. lifetimes struct common_init_result { common_init_result(common_params & params); ~common_init_result(); diff --git a/common/sampling.cpp b/common/sampling.cpp index 2a6f57cd74..b7dfed547b 100644 --- a/common/sampling.cpp +++ b/common/sampling.cpp @@ -163,84 +163,6 @@ struct common_sampler { mutable int64_t t_total_us = 0; }; -// TODO: temporary until all samplers have llama_sampler_backend_ API [LLAMA_SAMPLER_BACKEND] -static bool common_sampler_type_has_backend_support(enum common_sampler_type type) { - switch (type) { - case COMMON_SAMPLER_TYPE_TOP_K: - case COMMON_SAMPLER_TYPE_TEMPERATURE: - case COMMON_SAMPLER_TYPE_MIN_P: - case COMMON_SAMPLER_TYPE_TOP_P: - return true; - default: - return false; - } -} - -bool common_params_sampling::is_disabled(enum common_sampler_type type) const { - switch (type) { - case COMMON_SAMPLER_TYPE_PENALTIES: - if (penalty_last_n == 0 || (penalty_repeat == 1.0f && penalty_freq == 0.0f && penalty_present == 0.0f)) { - return true; - } - break; - case COMMON_SAMPLER_TYPE_DRY: - if (dry_multiplier == 0.0f || dry_base < 1.0f || dry_penalty_last_n == 0) { - return true; - } - break; - case COMMON_SAMPLER_TYPE_TYPICAL_P: - if (typ_p >= 1.0) { - return true; - } - break; - case COMMON_SAMPLER_TYPE_TOP_N_SIGMA: - if (top_n_sigma <= 0.0) { - return true; - } - break; - case COMMON_SAMPLER_TYPE_TOP_K: - if (top_k <= 0) { - return true; - } - break; - case COMMON_SAMPLER_TYPE_TEMPERATURE: - if (dynatemp_range <= 0.0f) { - return true; - } - break; - case COMMON_SAMPLER_TYPE_MIN_P: - if (min_p <= 0.0f) { - return true; - } - break; - case COMMON_SAMPLER_TYPE_TOP_P: - if (top_p >= 1.0f) { - return true; - } - break; - case COMMON_SAMPLER_TYPE_XTC: - if (xtc_probability <= 0.0f || xtc_threshold == 0.50f) { - return true; - } - break; - default: - break; - } - - return false; -} - -void common_params_sampling::filter_disabled() { - for (auto it = samplers.begin(); it != samplers.end();) { - if (is_disabled(*it)) { - LOG_WRN("%s: removing disabled sampler %s\n", __func__, common_sampler_type_to_str(*it).c_str()); - it = samplers.erase(it); - } else { - ++it; - } - } -} - std::string common_params_sampling::print() const { char result[1024]; @@ -257,7 +179,7 @@ std::string common_params_sampling::print() const { return std::string(result); } -struct common_sampler * common_sampler_init(const struct llama_model * model, struct common_params_sampling & params) { +struct common_sampler * common_sampler_init(const struct llama_model * model, const struct common_params_sampling & params) { const llama_vocab * vocab = llama_model_get_vocab(model); llama_sampler_chain_params lparams = llama_sampler_chain_default_params(); @@ -324,11 +246,6 @@ struct common_sampler * common_sampler_init(const struct llama_model * model, st } } - // TODO: temporary until all samplers have llama_sampler_backend_ API [LLAMA_SAMPLER_BACKEND] - if (params.backend_sampling) { - params.filter_disabled(); - } - auto * result = new common_sampler { /* .params = */ params, /* .grmr = */ grmr, @@ -339,54 +256,13 @@ struct common_sampler * common_sampler_init(const struct llama_model * model, st /* .cur_p = */ {}, }; - size_t idx_smpl = 0; - - bool is_backend = true; - - is_backend = is_backend && params.backend_sampling; - is_backend = is_backend && (params.samplers.size() == 0 || common_sampler_type_has_backend_support(params.samplers[idx_smpl])); - + std::vector samplers; if (params.has_logit_bias()) { - llama_sampler_chain_add(is_backend ? result->chain_backend : result->chain, - llama_sampler_init_logit_bias( - llama_vocab_n_tokens(vocab), - params.logit_bias.size(), - params.logit_bias.data())); + samplers.push_back(llama_sampler_init_logit_bias(llama_vocab_n_tokens(vocab), params.logit_bias.size(), params.logit_bias.data())); } if (params.mirostat == 0) { - // backend samplers are added first - while (is_backend && idx_smpl < params.samplers.size()) { - const auto & cnstr = params.samplers[idx_smpl++]; - - if (!common_sampler_type_has_backend_support(cnstr)) { - is_backend = false; - --idx_smpl; - break; - } - - switch (cnstr) { - case COMMON_SAMPLER_TYPE_TOP_K: - llama_sampler_chain_add(result->chain_backend, llama_sampler_init_top_k(params.top_k)); - break; - case COMMON_SAMPLER_TYPE_TEMPERATURE: - llama_sampler_chain_add(result->chain_backend, llama_sampler_init_temp(params.temp)); - break; - case COMMON_SAMPLER_TYPE_MIN_P: - llama_sampler_chain_add(result->chain_backend, llama_sampler_init_min_p(params.min_p, params.min_keep)); - break; - case COMMON_SAMPLER_TYPE_TOP_P: - llama_sampler_chain_add(result->chain_backend, llama_sampler_init_top_p(params.top_p, params.min_keep)); - break; - default: - GGML_ASSERT(false && "unsupported backend sampler"); - } - } - - // Add remaining CPU samplers - while (idx_smpl < params.samplers.size()) { - const auto & cnstr = params.samplers[idx_smpl++]; - + for (const auto & cnstr : params.samplers) { switch (cnstr) { case COMMON_SAMPLER_TYPE_DRY: { @@ -396,52 +272,63 @@ struct common_sampler * common_sampler_init(const struct llama_model * model, st c_breakers.push_back(str.c_str()); } - llama_sampler_chain_add(result->chain, llama_sampler_init_dry (vocab, llama_model_n_ctx_train(model), params.dry_multiplier, params.dry_base, params.dry_allowed_length, params.dry_penalty_last_n, c_breakers.data(), c_breakers.size())); + samplers.push_back(llama_sampler_init_dry (vocab, llama_model_n_ctx_train(model), params.dry_multiplier, params.dry_base, params.dry_allowed_length, params.dry_penalty_last_n, c_breakers.data(), c_breakers.size())); } break; case COMMON_SAMPLER_TYPE_TOP_K: - llama_sampler_chain_add(result->chain, llama_sampler_init_top_k (params.top_k)); + samplers.push_back(llama_sampler_init_top_k (params.top_k)); break; case COMMON_SAMPLER_TYPE_TOP_P: - llama_sampler_chain_add(result->chain, llama_sampler_init_top_p (params.top_p, params.min_keep)); + samplers.push_back(llama_sampler_init_top_p (params.top_p, params.min_keep)); break; case COMMON_SAMPLER_TYPE_TOP_N_SIGMA: - llama_sampler_chain_add(result->chain, llama_sampler_init_top_n_sigma (params.top_n_sigma)); + samplers.push_back(llama_sampler_init_top_n_sigma(params.top_n_sigma)); break; case COMMON_SAMPLER_TYPE_MIN_P: - llama_sampler_chain_add(result->chain, llama_sampler_init_min_p (params.min_p, params.min_keep)); + samplers.push_back(llama_sampler_init_min_p (params.min_p, params.min_keep)); break; case COMMON_SAMPLER_TYPE_XTC: - llama_sampler_chain_add(result->chain, llama_sampler_init_xtc (params.xtc_probability, params.xtc_threshold, params.min_keep, params.seed)); + samplers.push_back(llama_sampler_init_xtc (params.xtc_probability, params.xtc_threshold, params.min_keep, params.seed)); break; case COMMON_SAMPLER_TYPE_TYPICAL_P: - llama_sampler_chain_add(result->chain, llama_sampler_init_typical (params.typ_p, params.min_keep)); + samplers.push_back(llama_sampler_init_typical (params.typ_p, params.min_keep)); break; case COMMON_SAMPLER_TYPE_TEMPERATURE: - llama_sampler_chain_add(result->chain, llama_sampler_init_temp_ext (params.temp, params.dynatemp_range, params.dynatemp_exponent)); + samplers.push_back(llama_sampler_init_temp_ext (params.temp, params.dynatemp_range, params.dynatemp_exponent)); break; case COMMON_SAMPLER_TYPE_INFILL: - llama_sampler_chain_add(result->chain, llama_sampler_init_infill (vocab)); + samplers.push_back(llama_sampler_init_infill (vocab)); break; case COMMON_SAMPLER_TYPE_PENALTIES: - llama_sampler_chain_add(result->chain, llama_sampler_init_penalties (params.penalty_last_n, params.penalty_repeat, params.penalty_freq, params.penalty_present)); + samplers.push_back(llama_sampler_init_penalties (params.penalty_last_n, params.penalty_repeat, params.penalty_freq, params.penalty_present)); break; default: GGML_ASSERT(false && "unknown sampler type"); } } - llama_sampler_chain_add(is_backend ? result->chain_backend : result->chain, llama_sampler_init_dist(params.seed)); + samplers.push_back(llama_sampler_init_dist(params.seed)); } else if (params.mirostat == 1) { - llama_sampler_chain_add(result->chain, llama_sampler_init_temp(params.temp)); - llama_sampler_chain_add(result->chain, llama_sampler_init_mirostat(llama_vocab_n_tokens(vocab), params.seed, params.mirostat_tau, params.mirostat_eta, 100)); + samplers.push_back(llama_sampler_init_temp(params.temp)); + samplers.push_back(llama_sampler_init_mirostat(llama_vocab_n_tokens(vocab), params.seed, params.mirostat_tau, params.mirostat_eta, 100)); } else if (params.mirostat == 2) { - llama_sampler_chain_add(result->chain, llama_sampler_init_temp(params.temp)); - llama_sampler_chain_add(result->chain, llama_sampler_init_mirostat_v2(params.seed, params.mirostat_tau, params.mirostat_eta)); + samplers.push_back(llama_sampler_init_temp(params.temp)); + samplers.push_back(llama_sampler_init_mirostat_v2(params.seed, params.mirostat_tau, params.mirostat_eta)); } else { GGML_ASSERT(false && "unknown mirostat version"); } + bool is_backend = params.backend_sampling; + + // split in two chains: backend -> CPU + for (auto * smpl : samplers) { + if (!smpl->iface->backend_apply) { + is_backend = false; + } + + llama_sampler_chain_add(is_backend ? result->chain_backend : result->chain, smpl); + } + return result; } diff --git a/common/sampling.h b/common/sampling.h index 06f27923a0..04b56dbbed 100644 --- a/common/sampling.h +++ b/common/sampling.h @@ -36,8 +36,7 @@ struct common_sampler; // llama_sampler API overloads -// TODO: params should become const again [LLAMA_SAMPLER_BACKEND] -struct common_sampler * common_sampler_init(const struct llama_model * model, struct common_params_sampling & params); +struct common_sampler * common_sampler_init(const struct llama_model * model, const struct common_params_sampling & params); void common_sampler_free(struct common_sampler * gsmpl); diff --git a/examples/batched/batched.cpp b/examples/batched/batched.cpp index 97cad5d260..0eb76316cb 100644 --- a/examples/batched/batched.cpp +++ b/examples/batched/batched.cpp @@ -73,16 +73,10 @@ int main(int argc, char ** argv) { for (int32_t i = 0; i < n_parallel; ++i) { llama_sampler * smpl = llama_sampler_chain_init(sparams); - if (params.sampling.backend_sampling) { - llama_sampler_chain_add(smpl, llama_sampler_init_top_k(params.sampling.top_k)); - llama_sampler_chain_add(smpl, llama_sampler_init_temp (params.sampling.temp)); - llama_sampler_chain_add(smpl, llama_sampler_init_dist (params.sampling.seed)); - } else { - llama_sampler_chain_add(smpl, llama_sampler_init_top_k(params.sampling.top_k)); - llama_sampler_chain_add(smpl, llama_sampler_init_top_p(params.sampling.top_p, params.sampling.min_keep)); - llama_sampler_chain_add(smpl, llama_sampler_init_temp (params.sampling.temp)); - llama_sampler_chain_add(smpl, llama_sampler_init_dist (params.sampling.seed)); - } + llama_sampler_chain_add(smpl, llama_sampler_init_top_k(params.sampling.top_k)); + llama_sampler_chain_add(smpl, llama_sampler_init_top_p(params.sampling.top_p, params.sampling.min_keep)); + llama_sampler_chain_add(smpl, llama_sampler_init_temp (params.sampling.temp)); + llama_sampler_chain_add(smpl, llama_sampler_init_dist (params.sampling.seed)); sampler_configs.push_back({ i, smpl }); } diff --git a/include/llama.h b/include/llama.h index 01eca7609a..f6926b6063 100644 --- a/include/llama.h +++ b/include/llama.h @@ -1212,7 +1212,7 @@ extern "C" { }; struct llama_sampler { - const struct llama_sampler_i * iface; + struct llama_sampler_i * iface; llama_sampler_context_t ctx; }; @@ -1220,7 +1220,7 @@ extern "C" { LLAMA_API bool llama_set_sampler(struct llama_context * ctx, llama_seq_id seq_id, struct llama_sampler * smpl); // mirror of llama_sampler_i: - LLAMA_API struct llama_sampler * llama_sampler_init (const struct llama_sampler_i * iface, llama_sampler_context_t ctx); + LLAMA_API struct llama_sampler * llama_sampler_init ( struct llama_sampler_i * iface, llama_sampler_context_t ctx); LLAMA_API const char * llama_sampler_name (const struct llama_sampler * smpl); LLAMA_API void llama_sampler_accept( struct llama_sampler * smpl, llama_token token); LLAMA_API void llama_sampler_apply ( struct llama_sampler * smpl, llama_token_data_array * cur_p); diff --git a/src/llama-graph.cpp b/src/llama-graph.cpp index 90e0a2658a..a621c4ebf5 100644 --- a/src/llama-graph.cpp +++ b/src/llama-graph.cpp @@ -2102,7 +2102,7 @@ void llm_graph_context::build_sampling() const { ggml_build_forward_expand(gf, data.sampled); } - if (data.probs != nullptr) { + if (data.probs != nullptr) { res->t_sampled_probs[seq_id] = data.probs; ggml_build_forward_expand(gf, data.probs); } diff --git a/src/llama-sampling.cpp b/src/llama-sampling.cpp index fd4e770e3c..ca6c3670b1 100644 --- a/src/llama-sampling.cpp +++ b/src/llama-sampling.cpp @@ -349,7 +349,7 @@ static uint32_t get_rng_seed(uint32_t seed) { // llama_sampler API struct llama_sampler * llama_sampler_init( - const struct llama_sampler_i * iface, + struct llama_sampler_i * iface, llama_sampler_context_t ctx) { return new llama_sampler { /* .iface = */ iface, @@ -468,6 +468,42 @@ llama_token llama_sampler_sample(struct llama_sampler * smpl, struct llama_conte return token; } +// backend sampling (empty iface) + +static void llama_sampler_empty_backend_init( + struct llama_sampler * smpl, + ggml_backend_buffer_type_t buft) { + GGML_UNUSED(smpl); + GGML_UNUSED(buft); +} + +static void llama_sampler_empty_backend_accept( + struct llama_sampler * smpl, + ggml_context * ctx, + ggml_cgraph * gf, + struct ggml_tensor * selected_token) { + GGML_UNUSED(smpl); + GGML_UNUSED(ctx); + GGML_UNUSED(gf); + GGML_UNUSED(selected_token); +} + +static void llama_sampler_empty_backend_apply( + struct llama_sampler * smpl, + struct ggml_context * ctx, + struct ggml_cgraph * gf, + struct llama_sampler_data * data) { + GGML_UNUSED(smpl); + GGML_UNUSED(ctx); + GGML_UNUSED(gf); + GGML_UNUSED(data); +} + +static void llama_sampler_empty_backend_set_input(struct llama_sampler * smpl) { + GGML_UNUSED(smpl); +} + + // sampler chain static const char * llama_sampler_chain_name(const struct llama_sampler * /*smpl*/) { @@ -1171,7 +1207,7 @@ static void llama_sampler_top_p_backend_apply( ggml_set_output(data->candidates); ggml_build_forward_expand(gf, data->candidates); - + ggml_set_output(data->logits); ggml_build_forward_expand(gf, data->logits); } @@ -1446,13 +1482,24 @@ static struct llama_sampler_i llama_sampler_typical_i = { }; struct llama_sampler * llama_sampler_init_typical(float p, size_t min_keep) { - return llama_sampler_init( + auto * res = llama_sampler_init( /* .iface = */ &llama_sampler_typical_i, /* .ctx = */ new llama_sampler_typical { /* .p = */ p, /* .min_keep = */ min_keep, } ); + + const bool is_empty = (p >= 1.0f); + + if (is_empty) { + res->iface->backend_init = llama_sampler_empty_backend_init; + res->iface->backend_accept = llama_sampler_empty_backend_accept; + res->iface->backend_apply = llama_sampler_empty_backend_apply; + res->iface->backend_set_input = llama_sampler_empty_backend_set_input; + } + + return res; } // temp @@ -1615,6 +1662,27 @@ static void llama_sampler_temp_ext_free(struct llama_sampler * smpl) { delete (llama_sampler_temp_ext *) smpl->ctx; } +static void llama_sampler_temp_ext_backend_apply( + struct llama_sampler * smpl, + struct ggml_context * ctx, + struct ggml_cgraph * gf, + struct llama_sampler_data * data) { + auto * ctx_data = (llama_sampler_temp *) smpl->ctx; + + if (ctx_data->temp <= 0.0f) { + return; + } + + struct ggml_tensor * scaled = ggml_scale(ctx, data->logits, 1.0f / ctx_data->temp); + ggml_set_name(scaled, "temp_scaled"); + + // Make sure the scaled tensor is contiguous for subsequent operations + data->logits = ggml_cont(ctx, scaled); + ggml_set_name(data->logits, "temp_scaled_logits"); + + ggml_build_forward_expand(gf, data->logits); +} + static struct llama_sampler_i llama_sampler_temp_ext_i = { /* .name = */ llama_sampler_temp_ext_name, /* .accept = */ nullptr, @@ -1629,7 +1697,7 @@ static struct llama_sampler_i llama_sampler_temp_ext_i = { }; struct llama_sampler * llama_sampler_init_temp_ext(float temp, float delta, float exponent) { - return llama_sampler_init( + auto * res = llama_sampler_init( /* .iface = */ &llama_sampler_temp_ext_i, /* .ctx = */ new llama_sampler_temp_ext { /* .temp = */ temp, @@ -1637,6 +1705,14 @@ struct llama_sampler * llama_sampler_init_temp_ext(float temp, float delta, floa /* .exponent = */ exponent, } ); + + const bool is_backend = delta <= 0.0f; + + if (is_backend) { + res->iface->backend_apply = llama_sampler_temp_ext_backend_apply; + } + + return res; } // xtc @@ -1727,8 +1803,9 @@ static struct llama_sampler_i llama_sampler_xtc_i = { }; struct llama_sampler * llama_sampler_init_xtc(float p, float t, size_t min_keep, uint32_t seed) { - auto seed_cur = get_rng_seed(seed); - return llama_sampler_init( + const auto seed_cur = get_rng_seed(seed); + + auto * res = llama_sampler_init( /* .iface = */ &llama_sampler_xtc_i, /* .ctx = */ new llama_sampler_xtc { /* .probability = */ p, @@ -1739,6 +1816,17 @@ struct llama_sampler * llama_sampler_init_xtc(float p, float t, size_t min_keep, /* .rng = */ std::mt19937(seed_cur), } ); + + const bool is_empty = (p <= 0.0f || t > 0.5f); + + if (is_empty) { + res->iface->backend_init = llama_sampler_empty_backend_init; + res->iface->backend_accept = llama_sampler_empty_backend_accept; + res->iface->backend_apply = llama_sampler_empty_backend_apply; + res->iface->backend_set_input = llama_sampler_empty_backend_set_input; + } + + return res; } // mirostat @@ -2280,7 +2368,7 @@ struct llama_sampler * llama_sampler_init_penalties( float penalty_present) { penalty_last_n = std::max(penalty_last_n, 0); - return llama_sampler_init( + auto * res = llama_sampler_init( /* .iface = */ &llama_sampler_penalties_i, /* .ctx = */ new llama_sampler_penalties { /* .penalty_last_n = */ penalty_last_n, @@ -2291,6 +2379,17 @@ struct llama_sampler * llama_sampler_init_penalties( /* .token_count = */ {}, } ); + + const bool is_empty = (penalty_last_n == 0 || (penalty_repeat == 1.0f && penalty_freq == 0.0f && penalty_present == 0.0f)); + + if (is_empty) { + res->iface->backend_init = llama_sampler_empty_backend_init; + res->iface->backend_accept = llama_sampler_empty_backend_accept; + res->iface->backend_apply = llama_sampler_empty_backend_apply; + res->iface->backend_set_input = llama_sampler_empty_backend_set_input; + } + + return res; } // top-n-sigma @@ -2317,9 +2416,7 @@ static void llama_sampler_top_n_sigma_apply(struct llama_sampler * smpl, llama_t for (size_t i = 0; i < cur_p->size; ++i) { // Only count non-negative infinity values if (cur_p->data[i].logit != -INFINITY) { - if (cur_p->data[i].logit > max) { - max = cur_p->data[i].logit; - } + max = std::max(max, cur_p->data[i].logit); logits_sum += cur_p->data[i].logit; valid_count++; } @@ -2369,12 +2466,23 @@ static struct llama_sampler_i llama_sampler_top_n_sigma_i = { }; struct llama_sampler * llama_sampler_init_top_n_sigma(float n) { - return llama_sampler_init( + auto * res = llama_sampler_init( /* .iface = */ &llama_sampler_top_n_sigma_i, /* .ctx = */ new llama_sampler_top_n_sigma { /* .n = */ n, } ); + + const bool is_empty = (n <= 0.0f); + + if (is_empty) { + res->iface->backend_init = llama_sampler_empty_backend_init; + res->iface->backend_accept = llama_sampler_empty_backend_accept; + res->iface->backend_apply = llama_sampler_empty_backend_apply; + res->iface->backend_set_input = llama_sampler_empty_backend_set_input; + } + + return res; } // DRY @@ -2733,7 +2841,7 @@ struct llama_sampler * llama_sampler_init_dry(const struct llama_vocab * vocab, } } - return llama_sampler_init( + auto * res = llama_sampler_init( /* .iface = */ &llama_sampler_dry_i, /* .ctx = */ new llama_sampler_dry { /* .total_context_size = */ n_ctx_train, @@ -2747,6 +2855,15 @@ struct llama_sampler * llama_sampler_init_dry(const struct llama_vocab * vocab, /* .last_tokens = */ dry_enabled ? ring_buffer(effective_dry_penalty_last_n) : ring_buffer(0), } ); + + if (!dry_enabled) { + res->iface->backend_init = llama_sampler_empty_backend_init; + res->iface->backend_accept = llama_sampler_empty_backend_accept; + res->iface->backend_apply = llama_sampler_empty_backend_apply; + res->iface->backend_set_input = llama_sampler_empty_backend_set_input; + } + + return res; } // wrapper for test-sampling.cpp @@ -2854,6 +2971,8 @@ static void llama_sampler_logit_bias_backend_apply( // Add the sparse logit logit_bias to the logits struct ggml_tensor * logit_biased = ggml_add_inplace(ctx, data->logits, sctx->inp_logit_bias); + data->logits = logit_biased; + ggml_build_forward_expand(gf, logit_biased); } From 04f2822a868333797c0d12c79c1a9ff776466aa8 Mon Sep 17 00:00:00 2001 From: Georgi Gerganov Date: Mon, 1 Dec 2025 17:52:07 +0200 Subject: [PATCH 066/119] sampling : do not create empty samplers --- src/llama-sampling.cpp | 195 ++++++++++++++++++++++++++++------------- 1 file changed, 134 insertions(+), 61 deletions(-) diff --git a/src/llama-sampling.cpp b/src/llama-sampling.cpp index ca6c3670b1..cf5b0e010f 100644 --- a/src/llama-sampling.cpp +++ b/src/llama-sampling.cpp @@ -468,7 +468,41 @@ llama_token llama_sampler_sample(struct llama_sampler * smpl, struct llama_conte return token; } -// backend sampling (empty iface) +// empty sampler + +struct llama_sampler_empty { + const char * name; +}; + +static struct llama_sampler * llama_sampler_init_empty(const char * name); + +static const char * llama_sampler_empty_name(const struct llama_sampler * smpl) { + auto * ctx = (llama_sampler_empty *) smpl->ctx; + return ctx->name; +} + +static void llama_sampler_empty_accept(struct llama_sampler * smpl, llama_token token) { + GGML_UNUSED(smpl); + GGML_UNUSED(token); +} + +static void llama_sampler_empty_apply(struct llama_sampler * smpl, llama_token_data_array * cur_p) { + GGML_UNUSED(smpl); + GGML_UNUSED(cur_p); +} + +static void llama_sampler_empty_reset(struct llama_sampler * smpl) { + GGML_UNUSED(smpl); +} + +static struct llama_sampler * llama_sampler_empty_clone(const struct llama_sampler * smpl) { + auto * ctx = (llama_sampler_empty *) smpl->ctx; + return llama_sampler_init_empty(ctx->name); +} + +static void llama_sampler_empty_free(struct llama_sampler * smpl) { + delete (llama_sampler_empty *) smpl->ctx; +} static void llama_sampler_empty_backend_init( struct llama_sampler * smpl, @@ -503,6 +537,27 @@ static void llama_sampler_empty_backend_set_input(struct llama_sampler * smpl) { GGML_UNUSED(smpl); } +static struct llama_sampler_i llama_sampler_empty_i = { + /* .name = */ llama_sampler_empty_name, + /* .accept = */ llama_sampler_empty_accept, + /* .apply = */ llama_sampler_empty_apply, + /* .reset = */ llama_sampler_empty_reset, + /* .clone = */ llama_sampler_empty_clone, + /* .free = */ llama_sampler_empty_free, + /* .backend_init = */ llama_sampler_empty_backend_init, + /* .backend_accept = */ llama_sampler_empty_backend_accept, + /* .backend_apply = */ llama_sampler_empty_backend_apply, + /* .backend_set_input = */ llama_sampler_empty_backend_set_input, +}; + +struct llama_sampler * llama_sampler_init_empty(const char * name) { + return llama_sampler_init( + /* .iface = */ &llama_sampler_empty_i, + /* .ctx = */ new llama_sampler_empty { + /* .name = */ name, + } + ); +} // sampler chain @@ -1040,6 +1095,12 @@ static struct llama_sampler_i llama_sampler_top_k_i = { }; struct llama_sampler * llama_sampler_init_top_k(int32_t k) { + const bool is_empty = (k <= 0); + + if (is_empty) { + return llama_sampler_init_empty("top-k?"); + } + return llama_sampler_init( /* .iface = */ &llama_sampler_top_k_i, /* .ctx = */ new llama_sampler_top_k { @@ -1226,6 +1287,12 @@ static struct llama_sampler_i llama_sampler_top_p_i = { }; struct llama_sampler * llama_sampler_init_top_p(float p, size_t min_keep) { + const bool is_empty = (p <= 0.0f); + + if (is_empty) { + return llama_sampler_init_empty("top-p?"); + } + return llama_sampler_init( /* .iface = */ &llama_sampler_top_p_i, /* .ctx = */ new llama_sampler_top_p { @@ -1378,6 +1445,12 @@ static struct llama_sampler_i llama_sampler_min_p_i = { }; struct llama_sampler * llama_sampler_init_min_p(float p, size_t min_keep) { + const bool is_empty = (p <= 0.0f); + + if (is_empty) { + return llama_sampler_init_empty("min-p?"); + } + return llama_sampler_init( /* .iface = */ &llama_sampler_min_p_i, /* .ctx = */ new llama_sampler_min_p { @@ -1482,24 +1555,19 @@ static struct llama_sampler_i llama_sampler_typical_i = { }; struct llama_sampler * llama_sampler_init_typical(float p, size_t min_keep) { - auto * res = llama_sampler_init( + const bool is_empty = (p >= 1.0f); + + if (is_empty) { + return llama_sampler_init_empty("typical?"); + } + + return llama_sampler_init( /* .iface = */ &llama_sampler_typical_i, /* .ctx = */ new llama_sampler_typical { /* .p = */ p, /* .min_keep = */ min_keep, } ); - - const bool is_empty = (p >= 1.0f); - - if (is_empty) { - res->iface->backend_init = llama_sampler_empty_backend_init; - res->iface->backend_accept = llama_sampler_empty_backend_accept; - res->iface->backend_apply = llama_sampler_empty_backend_apply; - res->iface->backend_set_input = llama_sampler_empty_backend_set_input; - } - - return res; } // temp @@ -1535,6 +1603,7 @@ static void llama_sampler_temp_backend_apply( auto * ctx_data = (llama_sampler_temp *) smpl->ctx; if (ctx_data->temp <= 0.0f) { + // TODO: this is incorrect - find the most probable token instead return; } @@ -1562,6 +1631,12 @@ static struct llama_sampler_i llama_sampler_temp_i = { }; struct llama_sampler * llama_sampler_init_temp(float temp) { + const bool is_empty = temp == 1.0f; + + if (is_empty) { + return llama_sampler_init_empty("temp?"); + } + return llama_sampler_init( /* .iface = */ &llama_sampler_temp_i, /* .ctx = */ new llama_sampler_temp { @@ -1662,14 +1737,19 @@ static void llama_sampler_temp_ext_free(struct llama_sampler * smpl) { delete (llama_sampler_temp_ext *) smpl->ctx; } +// TODO: deduplicate with llama_sampler_temp_backend_apply static void llama_sampler_temp_ext_backend_apply( struct llama_sampler * smpl, struct ggml_context * ctx, struct ggml_cgraph * gf, struct llama_sampler_data * data) { - auto * ctx_data = (llama_sampler_temp *) smpl->ctx; + auto * ctx_data = (llama_sampler_temp_ext *) smpl->ctx; + + // TODO: implement + GGML_ASSERT(ctx_data->delta <= 0.0f && "not implemented"); if (ctx_data->temp <= 0.0f) { + // TODO: this is incorrect - find the most probable token instead return; } @@ -1697,6 +1777,12 @@ static struct llama_sampler_i llama_sampler_temp_ext_i = { }; struct llama_sampler * llama_sampler_init_temp_ext(float temp, float delta, float exponent) { + const bool is_empty = temp == 1.0f && delta <= 0.0f; + + if (is_empty) { + return llama_sampler_init_empty("temp-ext?"); + } + auto * res = llama_sampler_init( /* .iface = */ &llama_sampler_temp_ext_i, /* .ctx = */ new llama_sampler_temp_ext { @@ -1803,9 +1889,15 @@ static struct llama_sampler_i llama_sampler_xtc_i = { }; struct llama_sampler * llama_sampler_init_xtc(float p, float t, size_t min_keep, uint32_t seed) { + const bool is_empty = (p <= 0.0f || t > 0.5f); + + if (is_empty) { + return llama_sampler_init_empty("xtc?"); + } + const auto seed_cur = get_rng_seed(seed); - auto * res = llama_sampler_init( + return llama_sampler_init( /* .iface = */ &llama_sampler_xtc_i, /* .ctx = */ new llama_sampler_xtc { /* .probability = */ p, @@ -1816,17 +1908,6 @@ struct llama_sampler * llama_sampler_init_xtc(float p, float t, size_t min_keep, /* .rng = */ std::mt19937(seed_cur), } ); - - const bool is_empty = (p <= 0.0f || t > 0.5f); - - if (is_empty) { - res->iface->backend_init = llama_sampler_empty_backend_init; - res->iface->backend_accept = llama_sampler_empty_backend_accept; - res->iface->backend_apply = llama_sampler_empty_backend_apply; - res->iface->backend_set_input = llama_sampler_empty_backend_set_input; - } - - return res; } // mirostat @@ -1927,7 +2008,8 @@ static struct llama_sampler_i llama_sampler_mirostat_i = { }; struct llama_sampler * llama_sampler_init_mirostat(int32_t n_vocab, uint32_t seed, float tau, float eta, int32_t m) { - auto seed_cur = get_rng_seed(seed); + const auto seed_cur = get_rng_seed(seed); + return llama_sampler_init( /* .iface = */ &llama_sampler_mirostat_i, /* .ctx = */ new llama_sampler_mirostat { @@ -2368,7 +2450,13 @@ struct llama_sampler * llama_sampler_init_penalties( float penalty_present) { penalty_last_n = std::max(penalty_last_n, 0); - auto * res = llama_sampler_init( + const bool is_empty = (penalty_last_n == 0 || (penalty_repeat == 1.0f && penalty_freq == 0.0f && penalty_present == 0.0f)); + + if (is_empty) { + return llama_sampler_init_empty("penalties?"); + } + + return llama_sampler_init( /* .iface = */ &llama_sampler_penalties_i, /* .ctx = */ new llama_sampler_penalties { /* .penalty_last_n = */ penalty_last_n, @@ -2379,17 +2467,6 @@ struct llama_sampler * llama_sampler_init_penalties( /* .token_count = */ {}, } ); - - const bool is_empty = (penalty_last_n == 0 || (penalty_repeat == 1.0f && penalty_freq == 0.0f && penalty_present == 0.0f)); - - if (is_empty) { - res->iface->backend_init = llama_sampler_empty_backend_init; - res->iface->backend_accept = llama_sampler_empty_backend_accept; - res->iface->backend_apply = llama_sampler_empty_backend_apply; - res->iface->backend_set_input = llama_sampler_empty_backend_set_input; - } - - return res; } // top-n-sigma @@ -2466,23 +2543,18 @@ static struct llama_sampler_i llama_sampler_top_n_sigma_i = { }; struct llama_sampler * llama_sampler_init_top_n_sigma(float n) { - auto * res = llama_sampler_init( + const bool is_empty = (n <= 0.0f); + + if (is_empty) { + return llama_sampler_init_empty("top-n-sigma?"); + } + + return llama_sampler_init( /* .iface = */ &llama_sampler_top_n_sigma_i, /* .ctx = */ new llama_sampler_top_n_sigma { /* .n = */ n, } ); - - const bool is_empty = (n <= 0.0f); - - if (is_empty) { - res->iface->backend_init = llama_sampler_empty_backend_init; - res->iface->backend_accept = llama_sampler_empty_backend_accept; - res->iface->backend_apply = llama_sampler_empty_backend_apply; - res->iface->backend_set_input = llama_sampler_empty_backend_set_input; - } - - return res; } // DRY @@ -2818,6 +2890,10 @@ struct llama_sampler * llama_sampler_init_dry(const struct llama_vocab * vocab, const bool dry_enabled = (dry_multiplier != 0.0f && dry_base >= 1.0f && dry_penalty_last_n != 0); + if (!dry_enabled) { + return llama_sampler_init_empty("dry?"); + } + if (dry_enabled && seq_breakers != nullptr && num_breakers > 0) { // Process sequence breakers for (size_t i = 0; i < num_breakers; ++i) { @@ -2841,7 +2917,7 @@ struct llama_sampler * llama_sampler_init_dry(const struct llama_vocab * vocab, } } - auto * res = llama_sampler_init( + return llama_sampler_init( /* .iface = */ &llama_sampler_dry_i, /* .ctx = */ new llama_sampler_dry { /* .total_context_size = */ n_ctx_train, @@ -2855,15 +2931,6 @@ struct llama_sampler * llama_sampler_init_dry(const struct llama_vocab * vocab, /* .last_tokens = */ dry_enabled ? ring_buffer(effective_dry_penalty_last_n) : ring_buffer(0), } ); - - if (!dry_enabled) { - res->iface->backend_init = llama_sampler_empty_backend_init; - res->iface->backend_accept = llama_sampler_empty_backend_accept; - res->iface->backend_apply = llama_sampler_empty_backend_apply; - res->iface->backend_set_input = llama_sampler_empty_backend_set_input; - } - - return res; } // wrapper for test-sampling.cpp @@ -3035,6 +3102,12 @@ struct llama_sampler * llama_sampler_init_logit_bias( int32_t n_vocab, int32_t n_logit_bias, const llama_logit_bias * logit_bias) { + const bool is_empty = n_logit_bias <= 0; + + if (is_empty) { + return llama_sampler_init_empty("logit-bias?"); + } + return llama_sampler_init( /* .iface = */ &llama_sampler_logit_bias_i, /* .ctx = */ new llama_sampler_logit_bias { From 88cca45bb889ca3dc5732aa95b1c493b67dcb453 Mon Sep 17 00:00:00 2001 From: Georgi Gerganov Date: Mon, 1 Dec 2025 18:02:34 +0200 Subject: [PATCH 067/119] sampling : fix top_p empty condition --- src/llama-sampling.cpp | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/llama-sampling.cpp b/src/llama-sampling.cpp index cf5b0e010f..db7f2770b5 100644 --- a/src/llama-sampling.cpp +++ b/src/llama-sampling.cpp @@ -1287,7 +1287,7 @@ static struct llama_sampler_i llama_sampler_top_p_i = { }; struct llama_sampler * llama_sampler_init_top_p(float p, size_t min_keep) { - const bool is_empty = (p <= 0.0f); + const bool is_empty = p >= 1.0f; if (is_empty) { return llama_sampler_init_empty("top-p?"); From 988261b18df25b3af170811c6bd85d5a3b2ad356 Mon Sep 17 00:00:00 2001 From: Daniel Bevenius Date: Mon, 1 Dec 2025 18:20:41 +0100 Subject: [PATCH 068/119] examples : remove outdated backend sampling section This commit removes the outdated section about using backend samplers from the README.md file in the examples/batched. --- examples/batched/README.md | 38 -------------------------------------- 1 file changed, 38 deletions(-) diff --git a/examples/batched/README.md b/examples/batched/README.md index a68b45b290..8cde35dd64 100644 --- a/examples/batched/README.md +++ b/examples/batched/README.md @@ -42,41 +42,3 @@ llama_print_timings: prompt eval time = 4089.11 ms / 118 tokens ( 34.65 ms llama_print_timings: eval time = 0.00 ms / 1 runs ( 0.00 ms per token, inf tokens per second) llama_print_timings: total time = 4156.04 ms ``` - -### Using backend samplers -It is possible to run this example using backend samplers so that sampling is -performed on a backend device, like a GPU. -```bash -./llama-batched \ - -m models/Qwen2.5-VL-3B-Instruct-Q8_0.gguf -p "Hello my name is" \ - -np 4 \ - -kvu \ - --backend_sampling \ - --samplers 'top_k;temperature' \ - --top-k 80 -``` -The samplers specified with `--samplers` must be supported by the backend and -this is why we are explicitly specifying only `top_k` and `temperature` here as -at the time of writing these are supported. - -The `--verbose` flag can be added to see more detailed output and also show -that the backend samplers are being used. - -With `--backend_sampling` enabled, the sampler chain is automatically analyzed -to determine which samplers can run on the backend. The system finds the longest -contiguous chain of backend-supported samplers from the start of the sampler -sequence. For example: -* If the chain is `top-k -> temperature -> top-p`, and both `top-k` and - `temperature` are backend-supported but `top-p` is not, then `top-k` and - `temperature` will run on the backend, while `top-p` and subsequent samplers - run on the CPU. -* If all configured samplers are supported, the final distribution sampling will - also happen on the backend, transferring only the sampled token IDs back to the - host. -* If the sampler chain starts with an unsupported sampler (e.g., `penalties`), - all sampling runs on the CPU. - -**Note:** The default sampler chain includes `penalties` as the first sampler, -which is not backend-supported yet. To use backend sampling, you must explicitly -configure a sampler chain that starts with backend-supported samplers using -`--samplers` like shown above. From 739b59780432d3c8621d07dfa206d19f48fd51d5 Mon Sep 17 00:00:00 2001 From: Daniel Bevenius Date: Tue, 2 Dec 2025 09:03:08 +0100 Subject: [PATCH 069/119] sampling : fix backend temp sampler for zero temperature This commit fixes the implementation of the temperature-based sampler for the case when the temperature is set to zero. This now correctly selects the most probable token by masking out all other tokens in the logits. --- src/llama-sampling.cpp | 41 ++++++++- tests/test-backend-sampler.cpp | 152 +++++++++++++++++++++++---------- 2 files changed, 149 insertions(+), 44 deletions(-) diff --git a/src/llama-sampling.cpp b/src/llama-sampling.cpp index db7f2770b5..589bb8e1a2 100644 --- a/src/llama-sampling.cpp +++ b/src/llama-sampling.cpp @@ -1603,7 +1603,46 @@ static void llama_sampler_temp_backend_apply( auto * ctx_data = (llama_sampler_temp *) smpl->ctx; if (ctx_data->temp <= 0.0f) { - // TODO: this is incorrect - find the most probable token instead + // Find the most probable token index. + struct ggml_tensor * max_idx = ggml_argmax(ctx, data->logits); + ggml_set_name(max_idx, "temp_max_idx"); + + // Reshape logits to 2D so we can use get_rows. + struct ggml_tensor * logits_rows = ggml_reshape_2d(ctx, data->logits, 1, data->logits->ne[0]); + ggml_set_name(logits_rows, "temp_logits_rows"); + + // Get the max logit value. + struct ggml_tensor * max_logit = ggml_get_rows(ctx, logits_rows, max_idx); + ggml_set_name(max_logit, "temp_max_logit"); + + // Repeat max_logit to match logits shape for element-wise operations. + struct ggml_tensor * max_logit_repeated = ggml_repeat(ctx, max_logit, data->logits); + ggml_set_name(max_logit_repeated, "temp_max_logit_repeated"); + + // Compute diff = max - logits. + // At max_idx position this value will be zero, and positive elsewhere. + struct ggml_tensor * diff = ggml_sub(ctx, max_logit_repeated, data->logits); + ggml_set_name(diff, "temp_diff"); + + // Subtract small epsilon to make max position negative. + // This ensures ggml_step returns 0 at max across all backends. + struct ggml_tensor * diff_eps = ggml_scale_bias(ctx, diff, 1.0f, -1e-6f); + ggml_set_name(diff_eps, "temp_diff_eps"); + + // Create mask: max position gets 0, everything else gets 1. + struct ggml_tensor * mask = ggml_step(ctx, diff_eps); + ggml_set_name(mask, "temp_mask"); + + // Convert mask to bias: -1e9 for non-max, 0 for max + const float large_val = 1e9f; + struct ggml_tensor * bias = ggml_scale_bias(ctx, mask, -large_val, 0.0f); + ggml_set_name(bias, "temp_bias"); + + // Add the bias to logits to mask out non-max tokens. + data->logits = ggml_add(ctx, data->logits, bias); + ggml_set_name(data->logits, "temp_zero_logits"); + + ggml_build_forward_expand(gf, data->logits); return; } diff --git a/tests/test-backend-sampler.cpp b/tests/test-backend-sampler.cpp index f185cebe9d..d32fdf2fb7 100644 --- a/tests/test-backend-sampler.cpp +++ b/tests/test-backend-sampler.cpp @@ -250,6 +250,15 @@ struct test_model_context { return piece; } + void reset() { + if (ctx) { + llama_free(ctx); + ctx = nullptr; + } + seq_positions.clear(); + last_batch_info.clear(); + } + void cleanup() { if (ctx) { llama_free(ctx); @@ -360,36 +369,96 @@ static void test_backend_top_k_sampling(const char * model_path) { static void test_backend_temp_sampling(const char * model_path) { test_model_context test_ctx; - const float temp_0 = 0.8f; - struct llama_sampler_chain_params backend_chain_params_0 = llama_sampler_chain_default_params(); - struct llama_sampler * backend_sampler_chain_0 = llama_sampler_chain_init(backend_chain_params_0); - llama_sampler_chain_add(backend_sampler_chain_0, llama_sampler_init_temp(temp_0)); - - const float temp_1 = 0.1f; - struct llama_sampler_chain_params backend_chain_params_1 = llama_sampler_chain_default_params(); - struct llama_sampler * backend_sampler_chain_1 = llama_sampler_chain_init(backend_chain_params_1); - llama_sampler_chain_add(backend_sampler_chain_1, llama_sampler_init_temp(temp_1)); - - std::vector backend_sampler_configs = { - { 0, backend_sampler_chain_0 }, - { 1, backend_sampler_chain_1 } - }; - - if (!test_ctx.setup(model_path, backend_sampler_configs)) { - return; - } - - if (!test_ctx.decode({{0, "Some where over"}, {1, "Once upon a"}})) { - GGML_ASSERT(false && "Failed to decode token"); - } - - // Verfify sequence 0 { - int32_t batch_idx = test_ctx.idx_for_seq(0); + const float temp_0 = 0.8f; + struct llama_sampler_chain_params backend_chain_params_0 = llama_sampler_chain_default_params(); + struct llama_sampler * backend_sampler_chain_0 = llama_sampler_chain_init(backend_chain_params_0); + llama_sampler_chain_add(backend_sampler_chain_0, llama_sampler_init_temp(temp_0)); + + const float temp_1 = 0.1f; + struct llama_sampler_chain_params backend_chain_params_1 = llama_sampler_chain_default_params(); + struct llama_sampler * backend_sampler_chain_1 = llama_sampler_chain_init(backend_chain_params_1); + llama_sampler_chain_add(backend_sampler_chain_1, llama_sampler_init_temp(temp_1)); + + std::vector backend_sampler_configs = { + { 0, backend_sampler_chain_0 }, + { 1, backend_sampler_chain_1 } + }; + + if (!test_ctx.setup(model_path, backend_sampler_configs)) { + return; + } + + if (!test_ctx.decode({{0, "Some where over"}, {1, "Once upon a"}})) { + GGML_ASSERT(false && "Failed to decode token"); + } + + // Verfify sequence 0 + { + int32_t batch_idx = test_ctx.idx_for_seq(0); + int n_logits = llama_get_sampled_logits_count_ith(test_ctx.ctx, batch_idx); + GGML_ASSERT(n_logits == test_ctx.n_vocab); + + // Sample from sequence 0 using CPU sampler + struct llama_sampler_chain_params chain_params = llama_sampler_chain_default_params(); + struct llama_sampler * chain = llama_sampler_chain_init(chain_params); + llama_sampler_chain_add(chain, llama_sampler_init_dist(18)); + + llama_token token = llama_sampler_sample(chain, test_ctx.ctx, batch_idx); + const std::string token_str = test_ctx.token_to_piece(token, false); + printf("Sequence 0 sampled token id:%d, string: '%s'\n", token, token_str.c_str()); + GGML_ASSERT(token >= 0 && token < test_ctx.n_vocab); + + llama_sampler_free(chain); + } + + + // Verfify sequence 1 + { + int32_t batch_idx = test_ctx.idx_for_seq(1); + + // Sample from sequence 1 using CPU sampler + struct llama_sampler_chain_params chain_params = llama_sampler_chain_default_params(); + struct llama_sampler * chain = llama_sampler_chain_init(chain_params); + llama_sampler_chain_add(chain, llama_sampler_init_dist(18)); + + llama_token token = llama_sampler_sample(chain, test_ctx.ctx, batch_idx); + const std::string token_str = test_ctx.token_to_piece(token, false); + printf("Sequence 1 sampled token id:%d, string: '%s'\n", token, token_str.c_str()); + GGML_ASSERT(token >= 0 && token < test_ctx.n_vocab); + + llama_sampler_free(chain); + } + } + + // lambda to testing non-positive temperature values. + auto test_argmax_temp = [&](float temp) { + printf("\nTesting temperature = %.1f\n", temp); + + test_ctx.reset(); + + int seq_id = 0; + struct llama_sampler_chain_params backend_chain_params = llama_sampler_chain_default_params(); + struct llama_sampler * backend_sampler_chain = llama_sampler_chain_init(backend_chain_params); + llama_sampler_chain_add(backend_sampler_chain, llama_sampler_init_temp(temp)); + + std::vector backend_sampler_configs = { + { seq_id, backend_sampler_chain }, + }; + + if (!test_ctx.setup(model_path, backend_sampler_configs)) { + return; + } + + if (!test_ctx.decode({{seq_id, "Once"}})) { + GGML_ASSERT(false && "Failed to decode token"); + } + + int32_t batch_idx = test_ctx.idx_for_seq(seq_id); int n_logits = llama_get_sampled_logits_count_ith(test_ctx.ctx, batch_idx); GGML_ASSERT(n_logits == test_ctx.n_vocab); - // Sample from sequence 0 using CPU sampler + // Sample from sequence using CPU sampler struct llama_sampler_chain_params chain_params = llama_sampler_chain_default_params(); struct llama_sampler * chain = llama_sampler_chain_init(chain_params); llama_sampler_chain_add(chain, llama_sampler_init_dist(18)); @@ -399,25 +468,22 @@ static void test_backend_temp_sampling(const char * model_path) { printf("Sequence 0 sampled token id:%d, string: '%s'\n", token, token_str.c_str()); GGML_ASSERT(token >= 0 && token < test_ctx.n_vocab); - llama_sampler_free(chain); - } - - // Verfify sequence 1 - { - int32_t batch_idx = test_ctx.idx_for_seq(1); - - // Sample from sequence 1 using CPU sampler - struct llama_sampler_chain_params chain_params = llama_sampler_chain_default_params(); - struct llama_sampler * chain = llama_sampler_chain_init(chain_params); - llama_sampler_chain_add(chain, llama_sampler_init_dist(18)); - - llama_token token = llama_sampler_sample(chain, test_ctx.ctx, batch_idx); - const std::string token_str = test_ctx.token_to_piece(token, false); - printf("Sequence 1 sampled token id:%d, string: '%s'\n", token, token_str.c_str()); - GGML_ASSERT(token >= 0 && token < test_ctx.n_vocab); + // Verify that only one logit is available and the rest are masked out + float * logits = llama_get_sampled_logits_ith(test_ctx.ctx, batch_idx); + std::vector unmasked; + for (int i = 0; i < n_logits; ++i) { + if (logits[i] > -1e9f) { + unmasked.push_back(logits[i]); + } + } + GGML_ASSERT(unmasked.size() == 1); + printf("Temperature %.1f test: unmasked size: %d\n", temp, (int)unmasked.size()); llama_sampler_free(chain); - } + }; + + test_argmax_temp(0.0f); + test_argmax_temp(-1.0f); printf("backend temp sampling test PASSED\n"); From 559d058dd24d7adb930b2d34b01b94bb9d7cc9fd Mon Sep 17 00:00:00 2001 From: Oliver Simons Date: Mon, 1 Dec 2025 17:54:06 +0100 Subject: [PATCH 070/119] CUDA: Move cccl fetch to after cuda has been enabled in CMakeLists.txt This will allow cccl to set build flags for the CUDA compiler, required e.g. for MSVC compat, see also https://github.com/NVIDIA/cccl/pull/6791 --- ggml/src/ggml-cuda/CMakeLists.txt | 28 ++++++++++++++-------------- 1 file changed, 14 insertions(+), 14 deletions(-) diff --git a/ggml/src/ggml-cuda/CMakeLists.txt b/ggml/src/ggml-cuda/CMakeLists.txt index fa771cdd11..9c2cbd3449 100644 --- a/ggml/src/ggml-cuda/CMakeLists.txt +++ b/ggml/src/ggml-cuda/CMakeLists.txt @@ -2,20 +2,6 @@ cmake_minimum_required(VERSION 3.18) # for CMAKE_CUDA_ARCHITECTURES find_package(CUDAToolkit) -# Remove once CCCL 3.2 has been released and bundled with CUDA Toolkit -if (GGML_CUDA_CUB_3DOT2) - include(FetchContent) - - FetchContent_Declare( - CCCL - GIT_REPOSITORY https://github.com/nvidia/cccl.git - GIT_TAG v3.2.0-rc0 - GIT_SHALLOW TRUE - ) - - FetchContent_MakeAvailable(CCCL) -endif() - if (CUDAToolkit_FOUND) message(STATUS "CUDA Toolkit found") @@ -54,6 +40,20 @@ if (CUDAToolkit_FOUND) enable_language(CUDA) + # Remove once CCCL 3.2 has been released and bundled with CUDA Toolkit + if (GGML_CUDA_CUB_3DOT2) + include(FetchContent) + + FetchContent_Declare( + CCCL + GIT_REPOSITORY https://github.com/nvidia/cccl.git + GIT_TAG v3.2.0-rc0 + GIT_SHALLOW TRUE + ) + + FetchContent_MakeAvailable(CCCL) + endif() + file(GLOB GGML_HEADERS_CUDA "*.cuh") list(APPEND GGML_HEADERS_CUDA "../../include/ggml-cuda.h") From 244880ae3ac4447d481b806ce66d6194ddefbff8 Mon Sep 17 00:00:00 2001 From: Oliver Simons Date: Tue, 2 Dec 2025 11:22:25 +0100 Subject: [PATCH 071/119] CUDA: Use standard-compliant preprocessor for MSVC builds Workarounds of https://github.com/NVIDIA/cccl/pull/6791 will not be backported to CCCL 3.2, only the diagnostics/error messages will: https://github.com/NVIDIA/cccl/pull/6827 --- ggml/src/ggml-cuda/CMakeLists.txt | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/ggml/src/ggml-cuda/CMakeLists.txt b/ggml/src/ggml-cuda/CMakeLists.txt index 9c2cbd3449..8a9a7b6f0f 100644 --- a/ggml/src/ggml-cuda/CMakeLists.txt +++ b/ggml/src/ggml-cuda/CMakeLists.txt @@ -197,6 +197,10 @@ if (CUDAToolkit_FOUND) if (NOT MSVC) list(APPEND CUDA_CXX_FLAGS -Wno-pedantic) + else() + # CCCL 3.2 onwards will require a cpp-standard-compliant preprocessor for MSVC + # https://github.com/NVIDIA/cccl/pull/6827 + list(APPEND CUDA_CXX_FLAGS /Zc:preprocessor) endif() list(JOIN CUDA_CXX_FLAGS " " CUDA_CXX_FLAGS_JOINED) # pass host compiler flags as a single argument From 516af33ca6a29966d2754e227cc630ac5bc4c0db Mon Sep 17 00:00:00 2001 From: Oliver Simons Date: Tue, 2 Dec 2025 11:23:01 +0100 Subject: [PATCH 072/119] CUDA: Update CCCL's rc candidate --- ggml/src/ggml-cuda/CMakeLists.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/ggml/src/ggml-cuda/CMakeLists.txt b/ggml/src/ggml-cuda/CMakeLists.txt index 8a9a7b6f0f..9e30ec4556 100644 --- a/ggml/src/ggml-cuda/CMakeLists.txt +++ b/ggml/src/ggml-cuda/CMakeLists.txt @@ -47,7 +47,7 @@ if (CUDAToolkit_FOUND) FetchContent_Declare( CCCL GIT_REPOSITORY https://github.com/nvidia/cccl.git - GIT_TAG v3.2.0-rc0 + GIT_TAG v3.2.0-rc1 GIT_SHALLOW TRUE ) From db8972e2517be09f13c0377605174850db72780b Mon Sep 17 00:00:00 2001 From: Daniel Bevenius Date: Tue, 2 Dec 2025 11:53:29 +0100 Subject: [PATCH 073/119] squash! sampling : fix backend temp sampler for zero temperature This modifies the parent commit to simply return the most probably token instead of masking the logits. --- src/llama-sampling.cpp | 38 ++-------------------------------- tests/test-backend-sampler.cpp | 25 ++++------------------ 2 files changed, 6 insertions(+), 57 deletions(-) diff --git a/src/llama-sampling.cpp b/src/llama-sampling.cpp index 589bb8e1a2..d40f324b84 100644 --- a/src/llama-sampling.cpp +++ b/src/llama-sampling.cpp @@ -1607,42 +1607,8 @@ static void llama_sampler_temp_backend_apply( struct ggml_tensor * max_idx = ggml_argmax(ctx, data->logits); ggml_set_name(max_idx, "temp_max_idx"); - // Reshape logits to 2D so we can use get_rows. - struct ggml_tensor * logits_rows = ggml_reshape_2d(ctx, data->logits, 1, data->logits->ne[0]); - ggml_set_name(logits_rows, "temp_logits_rows"); - - // Get the max logit value. - struct ggml_tensor * max_logit = ggml_get_rows(ctx, logits_rows, max_idx); - ggml_set_name(max_logit, "temp_max_logit"); - - // Repeat max_logit to match logits shape for element-wise operations. - struct ggml_tensor * max_logit_repeated = ggml_repeat(ctx, max_logit, data->logits); - ggml_set_name(max_logit_repeated, "temp_max_logit_repeated"); - - // Compute diff = max - logits. - // At max_idx position this value will be zero, and positive elsewhere. - struct ggml_tensor * diff = ggml_sub(ctx, max_logit_repeated, data->logits); - ggml_set_name(diff, "temp_diff"); - - // Subtract small epsilon to make max position negative. - // This ensures ggml_step returns 0 at max across all backends. - struct ggml_tensor * diff_eps = ggml_scale_bias(ctx, diff, 1.0f, -1e-6f); - ggml_set_name(diff_eps, "temp_diff_eps"); - - // Create mask: max position gets 0, everything else gets 1. - struct ggml_tensor * mask = ggml_step(ctx, diff_eps); - ggml_set_name(mask, "temp_mask"); - - // Convert mask to bias: -1e9 for non-max, 0 for max - const float large_val = 1e9f; - struct ggml_tensor * bias = ggml_scale_bias(ctx, mask, -large_val, 0.0f); - ggml_set_name(bias, "temp_bias"); - - // Add the bias to logits to mask out non-max tokens. - data->logits = ggml_add(ctx, data->logits, bias); - ggml_set_name(data->logits, "temp_zero_logits"); - - ggml_build_forward_expand(gf, data->logits); + // Set the sampled token to the most probable token. + data->sampled = max_idx; return; } diff --git a/tests/test-backend-sampler.cpp b/tests/test-backend-sampler.cpp index d32fdf2fb7..cea892236d 100644 --- a/tests/test-backend-sampler.cpp +++ b/tests/test-backend-sampler.cpp @@ -455,31 +455,14 @@ static void test_backend_temp_sampling(const char * model_path) { } int32_t batch_idx = test_ctx.idx_for_seq(seq_id); - int n_logits = llama_get_sampled_logits_count_ith(test_ctx.ctx, batch_idx); - GGML_ASSERT(n_logits == test_ctx.n_vocab); - // Sample from sequence using CPU sampler - struct llama_sampler_chain_params chain_params = llama_sampler_chain_default_params(); - struct llama_sampler * chain = llama_sampler_chain_init(chain_params); - llama_sampler_chain_add(chain, llama_sampler_init_dist(18)); - - llama_token token = llama_sampler_sample(chain, test_ctx.ctx, batch_idx); - const std::string token_str = test_ctx.token_to_piece(token, false); - printf("Sequence 0 sampled token id:%d, string: '%s'\n", token, token_str.c_str()); + llama_token token = llama_get_sampled_token_ith(test_ctx.ctx, batch_idx); GGML_ASSERT(token >= 0 && token < test_ctx.n_vocab); - // Verify that only one logit is available and the rest are masked out float * logits = llama_get_sampled_logits_ith(test_ctx.ctx, batch_idx); - std::vector unmasked; - for (int i = 0; i < n_logits; ++i) { - if (logits[i] > -1e9f) { - unmasked.push_back(logits[i]); - } - } - GGML_ASSERT(unmasked.size() == 1); - printf("Temperature %.1f test: unmasked size: %d\n", temp, (int)unmasked.size()); - - llama_sampler_free(chain); + GGML_ASSERT(logits == nullptr); + int n_logits = llama_get_sampled_logits_count_ith(test_ctx.ctx, batch_idx); + GGML_ASSERT(n_logits == 0); }; test_argmax_temp(0.0f); From aad5a6afd7ca6857a4a311e4acfa89108654676f Mon Sep 17 00:00:00 2001 From: Daniel Bevenius Date: Tue, 2 Dec 2025 17:26:04 +0100 Subject: [PATCH 074/119] sampling : implement temp_ext_backend sampling This commit implements the apply function for the extended temperature sampling. --- src/llama-sampling.cpp | 89 ++++++++++++++++++++++++---------- tests/test-backend-sampler.cpp | 81 +++++++++++++++++++++++++++++++ 2 files changed, 145 insertions(+), 25 deletions(-) diff --git a/src/llama-sampling.cpp b/src/llama-sampling.cpp index d40f324b84..b9739a0f66 100644 --- a/src/llama-sampling.cpp +++ b/src/llama-sampling.cpp @@ -1595,14 +1595,12 @@ static void llama_sampler_temp_free(struct llama_sampler * smpl) { delete (llama_sampler_temp *) smpl->ctx; } -static void llama_sampler_temp_backend_apply( - struct llama_sampler * smpl, +static void temp_sampling( struct ggml_context * ctx, struct ggml_cgraph * gf, - struct llama_sampler_data * data) { - auto * ctx_data = (llama_sampler_temp *) smpl->ctx; - - if (ctx_data->temp <= 0.0f) { + struct llama_sampler_data * data, + float temp) { + if (temp <= 0.0f) { // Find the most probable token index. struct ggml_tensor * max_idx = ggml_argmax(ctx, data->logits); ggml_set_name(max_idx, "temp_max_idx"); @@ -1612,7 +1610,7 @@ static void llama_sampler_temp_backend_apply( return; } - struct ggml_tensor * scaled = ggml_scale(ctx, data->logits, 1.0f / ctx_data->temp); + struct ggml_tensor * scaled = ggml_scale(ctx, data->logits, 1.0f / temp); ggml_set_name(scaled, "temp_scaled"); // Make sure the scaled tensor is contiguous for subsequent operations @@ -1622,6 +1620,15 @@ static void llama_sampler_temp_backend_apply( ggml_build_forward_expand(gf, data->logits); } +static void llama_sampler_temp_backend_apply( + struct llama_sampler * smpl, + struct ggml_context * ctx, + struct ggml_cgraph * gf, + struct llama_sampler_data * data) { + auto * ctx_data = (llama_sampler_temp *) smpl->ctx; + temp_sampling(ctx, gf, data, ctx_data->temp); +} + static struct llama_sampler_i llama_sampler_temp_i = { /* .name = */ llama_sampler_temp_name, /* .accept = */ nullptr, @@ -1742,7 +1749,6 @@ static void llama_sampler_temp_ext_free(struct llama_sampler * smpl) { delete (llama_sampler_temp_ext *) smpl->ctx; } -// TODO: deduplicate with llama_sampler_temp_backend_apply static void llama_sampler_temp_ext_backend_apply( struct llama_sampler * smpl, struct ggml_context * ctx, @@ -1750,21 +1756,60 @@ static void llama_sampler_temp_ext_backend_apply( struct llama_sampler_data * data) { auto * ctx_data = (llama_sampler_temp_ext *) smpl->ctx; - // TODO: implement - GGML_ASSERT(ctx_data->delta <= 0.0f && "not implemented"); - - if (ctx_data->temp <= 0.0f) { - // TODO: this is incorrect - find the most probable token instead + // Revert to standard temperature scaling if delta or temp are non-positive. + if (ctx_data->delta <= 0.0f || ctx_data->temp <= 0.0f) { + temp_sampling(ctx, gf, data, ctx_data->temp); return; } - struct ggml_tensor * scaled = ggml_scale(ctx, data->logits, 1.0f / ctx_data->temp); - ggml_set_name(scaled, "temp_scaled"); + // Calculate min_temp, max_temp, and max_entropy. + const float min_temp = std::max(0.0f, ctx_data->temp - ctx_data->delta); + const float max_temp = ctx_data->temp + ctx_data->delta; + const float max_entropy = logf(data->logits->ne[0]); - // Make sure the scaled tensor is contiguous for subsequent operations - data->logits = ggml_cont(ctx, scaled); - ggml_set_name(data->logits, "temp_scaled_logits"); + // Calculate the probabilities. + struct ggml_tensor * probs = ggml_soft_max(ctx, data->logits); + ggml_set_name(probs, "temp_ext_softmax_probs"); + // Clamp probabilities to avoid log(0) which would give -inf + struct ggml_tensor * probs_clamped = ggml_clamp(ctx, probs, 1e-10f, 1.0f); + ggml_set_name(probs_clamped, "temp_ext_probs_clamped"); + + // Calculate the entropy, entropy = -Σ(p * log(p)). + struct ggml_tensor * log_probs = ggml_log(ctx, probs_clamped); + struct ggml_tensor * p_log_p = ggml_mul(ctx, probs_clamped, log_probs); + struct ggml_tensor * sum_p_log_p = ggml_sum(ctx, p_log_p); + struct ggml_tensor * entropy = ggml_scale(ctx, sum_p_log_p, -1.0f); + ggml_set_name(log_probs, "temp_ext_log_probs"); + ggml_set_name(p_log_p, "temp_ext_p_log_p"); + ggml_set_name(sum_p_log_p, "temp_ext_sum_p_log_p"); + ggml_set_name(entropy, "temp_ext_entropy"); + + // Normalize the entropy, norm_entropy = entropy / max_entropy + struct ggml_tensor * norm_entropy = ggml_scale(ctx, entropy, 1.0f / max_entropy); + ggml_set_name(norm_entropy, "temp_ext_norm_entropy"); + + // Calculate the dynamic temperature: + // dyn_temp = min_temp + (max_temp - min_temp) * powf(normalized_entropy, exponent); + // + // Calculate powf(normalized_entropy, exponent) as + // norm_entropy^exponent = exp(exponent * log(norm_entropy)) + struct ggml_tensor * log_norm_entropy = ggml_log(ctx, norm_entropy); + struct ggml_tensor * scaled_log = ggml_scale(ctx, log_norm_entropy, ctx_data->exponent); + struct ggml_tensor * pow_entropy = ggml_exp(ctx, scaled_log); + // With pow_entropy computed we can now compute dyn_temp, scaling by + // (max_temp - min_temp) and then adding min_temp. + struct ggml_tensor * dyn_temp = ggml_scale_bias(ctx, pow_entropy, max_temp - min_temp, min_temp); + ggml_set_name(log_norm_entropy, "temp_ext_log_norm_entropy"); + ggml_set_name(scaled_log, "temp_ext_scaled_log"); + ggml_set_name(pow_entropy, "temp_ext_pow_entropy"); + ggml_set_name(dyn_temp, "temp_ext_dyn_temp"); + + // Scale the logits by the dynamic temperature + struct ggml_tensor * scaled_logits = ggml_div(ctx, data->logits, dyn_temp); + ggml_set_name(scaled_logits, "temp_ext_scaled_logits"); + + data->logits = scaled_logits; ggml_build_forward_expand(gf, data->logits); } @@ -1777,7 +1822,7 @@ static struct llama_sampler_i llama_sampler_temp_ext_i = { /* .free = */ llama_sampler_temp_ext_free, /* .backend_init = */ nullptr, /* .backend_accept = */ nullptr, - /* .backend_apply = */ nullptr, + /* .backend_apply = */ llama_sampler_temp_ext_backend_apply, /* .backend_set_input = */ nullptr, }; @@ -1797,12 +1842,6 @@ struct llama_sampler * llama_sampler_init_temp_ext(float temp, float delta, floa } ); - const bool is_backend = delta <= 0.0f; - - if (is_backend) { - res->iface->backend_apply = llama_sampler_temp_ext_backend_apply; - } - return res; } diff --git a/tests/test-backend-sampler.cpp b/tests/test-backend-sampler.cpp index cea892236d..f56cce6350 100644 --- a/tests/test-backend-sampler.cpp +++ b/tests/test-backend-sampler.cpp @@ -472,6 +472,86 @@ static void test_backend_temp_sampling(const char * model_path) { } +static void test_backend_temp_ext_sampling(const char * model_path) { + test_model_context test_ctx; + + { + int seq_id = 0; + const float temp = 0.8f; + const float delta = 0.5f; + const float exponent = 1.5f; + struct llama_sampler_chain_params backend_chain_params = llama_sampler_chain_default_params(); + struct llama_sampler * backend_sampler_chain = llama_sampler_chain_init(backend_chain_params); + llama_sampler_chain_add(backend_sampler_chain, llama_sampler_init_temp_ext(temp, delta, exponent)); + + std::vector backend_sampler_configs = { + { seq_id, backend_sampler_chain }, + }; + + if (!test_ctx.setup(model_path, backend_sampler_configs)) { + return; + } + + if (!test_ctx.decode({{seq_id, "Once upon a"}})) { + GGML_ASSERT(false && "Failed to decode token"); + } + + // Verify sequence 0 + { + int32_t batch_idx = test_ctx.idx_for_seq(seq_id); + int n_logits = llama_get_sampled_logits_count_ith(test_ctx.ctx, batch_idx); + GGML_ASSERT(n_logits == test_ctx.n_vocab); + } + } + + test_ctx.reset(); + + // lambda to testing non-positive temp/delta/exponent values. + auto test_argmax_temp = [&](float temp, float delta, float exponent) { + printf("\nTesting temperature = %.1f, delta = %1.f, exponent = %1.f\n", temp, delta, exponent); + + test_ctx.reset(); + + int seq_id = 0; + struct llama_sampler_chain_params backend_chain_params = llama_sampler_chain_default_params(); + struct llama_sampler * backend_sampler_chain = llama_sampler_chain_init(backend_chain_params); + llama_sampler_chain_add(backend_sampler_chain, llama_sampler_init_temp_ext(temp, delta, exponent)); + + std::vector backend_sampler_configs = { + { seq_id, backend_sampler_chain }, + }; + + if (!test_ctx.setup(model_path, backend_sampler_configs)) { + return; + } + + if (!test_ctx.decode({{seq_id, "Once"}})) { + GGML_ASSERT(false && "Failed to decode token"); + } + + int32_t batch_idx = test_ctx.idx_for_seq(seq_id); + + llama_token token = llama_get_sampled_token_ith(test_ctx.ctx, batch_idx); + + if (temp <= 0.0f) { + GGML_ASSERT(token >= 0 && token < test_ctx.n_vocab); + GGML_ASSERT(llama_get_sampled_logits_ith(test_ctx.ctx, batch_idx) == nullptr); + GGML_ASSERT(llama_get_sampled_logits_count_ith(test_ctx.ctx, batch_idx) == 0); + } else { + GGML_ASSERT(token == LLAMA_TOKEN_NULL); + int n_logits = llama_get_sampled_logits_count_ith(test_ctx.ctx, batch_idx); + GGML_ASSERT(n_logits == test_ctx.n_vocab); + } + }; + + test_argmax_temp(0.0f, 0.3f, 1.0f); // Greedy (temp=0) + test_argmax_temp(-1.0f, 0.3f, 2.0f); // Greedy (temp<0) + test_argmax_temp(0.8f, 0.0f, 2.0f); // Temperature scaling (should have scaled logits) + + printf("backend temp_ext sampling test PASSED\n"); + +} + static void test_backend_min_p_sampling(const char * model_path) { test_model_context test_ctx; @@ -1030,6 +1110,7 @@ static const backend_test_case BACKEND_TESTS[] = { { "greedy", test_backend_greedy_sampling, true }, { "logit_bias", test_backend_logit_bias_sampling, true }, { "temp", test_backend_temp_sampling, true }, + { "temp_ext", test_backend_temp_ext_sampling, true }, { "top_k", test_backend_top_k_sampling, true }, { "multi_sequence", test_backend_multi_sequence_sampling, true }, { "dist", test_backend_dist_sampling, true }, From cce3b2a8ad27354ad5dcd563be81ea0827e1eba9 Mon Sep 17 00:00:00 2001 From: Georgi Gerganov Date: Wed, 3 Dec 2025 15:39:44 +0200 Subject: [PATCH 075/119] sampling : minor cleanup --- src/llama-sampling.cpp | 24 ++++++++---------------- 1 file changed, 8 insertions(+), 16 deletions(-) diff --git a/src/llama-sampling.cpp b/src/llama-sampling.cpp index b9739a0f66..3ee8d3210f 100644 --- a/src/llama-sampling.cpp +++ b/src/llama-sampling.cpp @@ -1047,8 +1047,8 @@ static void llama_sampler_top_k_free(struct llama_sampler * smpl) { } static void llama_sampler_top_k_backend_init( - struct llama_sampler * smpl, - ggml_backend_buffer_type_t buft) { + struct llama_sampler * smpl, + ggml_backend_buffer_type_t buft) { auto * ctx_data = (llama_sampler_top_k *) smpl->ctx; ctx_data->device = ggml_backend_buft_get_device(buft); } @@ -1117,9 +1117,6 @@ struct llama_sampler_top_p { const size_t min_keep; std::vector buf_sort; - - // Only required for checking operation support and can be removed later. - ggml_backend_dev_t device; }; static const char * llama_sampler_top_p_name(const struct llama_sampler * /*smpl*/) { @@ -1193,8 +1190,8 @@ static void llama_sampler_top_p_free(struct llama_sampler * smpl) { static void llama_sampler_top_p_backend_init( struct llama_sampler * smpl, ggml_backend_buffer_type_t buft) { - auto * sctx = (llama_sampler_top_p *) smpl->ctx; - sctx->device = ggml_backend_buft_get_device(buft); + GGML_UNUSED(smpl); + GGML_UNUSED(buft); } static void llama_sampler_top_p_backend_apply( @@ -1299,7 +1296,6 @@ struct llama_sampler * llama_sampler_init_top_p(float p, size_t min_keep) { /* .p = */ p, /* .min_keep = */ min_keep, /* .buf_sort = */ {}, - /* .device = */ nullptr, } ); } @@ -1309,9 +1305,6 @@ struct llama_sampler * llama_sampler_init_top_p(float p, size_t min_keep) { struct llama_sampler_min_p { const float p; const size_t min_keep; - - // Only required for checking operation support and can be removed later. - ggml_backend_dev_t device; }; static const char * llama_sampler_min_p_name(const struct llama_sampler * /*smpl*/) { @@ -1384,8 +1377,8 @@ static void llama_sampler_min_p_free(struct llama_sampler * smpl) { static void llama_sampler_min_p_backend_init( struct llama_sampler * smpl, ggml_backend_buffer_type_t buft) { - auto * sctx = (llama_sampler_min_p *) smpl->ctx; - sctx->device = ggml_backend_buft_get_device(buft); + GGML_UNUSED(smpl); + GGML_UNUSED(buft); } static void llama_sampler_min_p_backend_apply( @@ -1456,7 +1449,6 @@ struct llama_sampler * llama_sampler_init_min_p(float p, size_t min_keep) { /* .ctx = */ new llama_sampler_min_p { /* .p = */ p, /* .min_keep = */ min_keep, - /* .device = */ nullptr, } ); } @@ -3105,8 +3097,8 @@ static void llama_sampler_logit_bias_backend_set_input(struct llama_sampler * sm } static void llama_sampler_logit_bias_backend_init( - struct llama_sampler * smpl, - ggml_backend_buffer_type_t buft) { + struct llama_sampler * smpl, + ggml_backend_buffer_type_t buft) { auto * sctx = (llama_sampler_logit_bias *) smpl->ctx; if (sctx->logit_bias.empty()) { From 87b2719eca55b30afff600fc7f61c6cce9452cbf Mon Sep 17 00:00:00 2001 From: Daniel Bevenius Date: Thu, 4 Dec 2025 08:13:49 +0100 Subject: [PATCH 076/119] sampling : stop short if backend sampler sampled a token This commit modifies the graph building logic to immediately continue when a token has already been sampled by the backend sampler. It also updates the test for backend temporary sampling to include top-k and distribution samplers in the chain to verify that they are not producing any logits (they are not run). --- src/llama-graph.cpp | 1 + tests/test-backend-sampler.cpp | 2 ++ 2 files changed, 3 insertions(+) diff --git a/src/llama-graph.cpp b/src/llama-graph.cpp index a621c4ebf5..c0ff7d1791 100644 --- a/src/llama-graph.cpp +++ b/src/llama-graph.cpp @@ -2100,6 +2100,7 @@ void llm_graph_context::build_sampling() const { if (data.sampled != nullptr) { res->t_sampled[seq_id] = data.sampled; ggml_build_forward_expand(gf, data.sampled); + continue; } if (data.probs != nullptr) { diff --git a/tests/test-backend-sampler.cpp b/tests/test-backend-sampler.cpp index f56cce6350..eb3a0e248d 100644 --- a/tests/test-backend-sampler.cpp +++ b/tests/test-backend-sampler.cpp @@ -441,6 +441,8 @@ static void test_backend_temp_sampling(const char * model_path) { struct llama_sampler_chain_params backend_chain_params = llama_sampler_chain_default_params(); struct llama_sampler * backend_sampler_chain = llama_sampler_chain_init(backend_chain_params); llama_sampler_chain_add(backend_sampler_chain, llama_sampler_init_temp(temp)); + llama_sampler_chain_add(backend_sampler_chain, llama_sampler_init_top_k(40)); + llama_sampler_chain_add(backend_sampler_chain, llama_sampler_init_dist(18)); std::vector backend_sampler_configs = { { seq_id, backend_sampler_chain }, From 10bd640aaee876c9d6341ad2ceb43a5024e78161 Mon Sep 17 00:00:00 2001 From: Daniel Bevenius Date: Thu, 4 Dec 2025 08:26:33 +0100 Subject: [PATCH 077/119] Revert "sampling : stop short if backend sampler sampled a token" This reverts commit 87b2719eca55b30afff600fc7f61c6cce9452cbf. --- src/llama-graph.cpp | 1 - tests/test-backend-sampler.cpp | 2 -- 2 files changed, 3 deletions(-) diff --git a/src/llama-graph.cpp b/src/llama-graph.cpp index c0ff7d1791..a621c4ebf5 100644 --- a/src/llama-graph.cpp +++ b/src/llama-graph.cpp @@ -2100,7 +2100,6 @@ void llm_graph_context::build_sampling() const { if (data.sampled != nullptr) { res->t_sampled[seq_id] = data.sampled; ggml_build_forward_expand(gf, data.sampled); - continue; } if (data.probs != nullptr) { diff --git a/tests/test-backend-sampler.cpp b/tests/test-backend-sampler.cpp index eb3a0e248d..f56cce6350 100644 --- a/tests/test-backend-sampler.cpp +++ b/tests/test-backend-sampler.cpp @@ -441,8 +441,6 @@ static void test_backend_temp_sampling(const char * model_path) { struct llama_sampler_chain_params backend_chain_params = llama_sampler_chain_default_params(); struct llama_sampler * backend_sampler_chain = llama_sampler_chain_init(backend_chain_params); llama_sampler_chain_add(backend_sampler_chain, llama_sampler_init_temp(temp)); - llama_sampler_chain_add(backend_sampler_chain, llama_sampler_init_top_k(40)); - llama_sampler_chain_add(backend_sampler_chain, llama_sampler_init_dist(18)); std::vector backend_sampler_configs = { { seq_id, backend_sampler_chain }, From ac9e164714e0ad6e6b78461f40269fefcb37ade9 Mon Sep 17 00:00:00 2001 From: Daniel Bevenius Date: Thu, 4 Dec 2025 09:39:20 +0100 Subject: [PATCH 078/119] sampling : fix backend temp sampling to use logits masking --- src/llama-sampling.cpp | 34 ++++++++++++++++++++++++----- tests/test-backend-sampler.cpp | 39 +++++++++++++++++++++------------- 2 files changed, 53 insertions(+), 20 deletions(-) diff --git a/src/llama-sampling.cpp b/src/llama-sampling.cpp index 3ee8d3210f..3a3931a23c 100644 --- a/src/llama-sampling.cpp +++ b/src/llama-sampling.cpp @@ -1587,7 +1587,7 @@ static void llama_sampler_temp_free(struct llama_sampler * smpl) { delete (llama_sampler_temp *) smpl->ctx; } -static void temp_sampling( +static void llama_sampler_backend_temp_sampling( struct ggml_context * ctx, struct ggml_cgraph * gf, struct llama_sampler_data * data, @@ -1597,8 +1597,32 @@ static void temp_sampling( struct ggml_tensor * max_idx = ggml_argmax(ctx, data->logits); ggml_set_name(max_idx, "temp_max_idx"); - // Set the sampled token to the most probable token. - data->sampled = max_idx; + // Reshape to 2D and so we can use get_rows. + struct ggml_tensor * logits_2d = ggml_reshape_2d(ctx, data->logits, 1, data->logits->ne[0]); + ggml_set_name(logits_2d, "temp_logits_2d"); + struct ggml_tensor * max_logit = ggml_get_rows(ctx, logits_2d, max_idx); + ggml_set_name(max_logit, "temp_max_logit"); + + // Subtract the max_logit from all logits. + struct ggml_tensor * diff = ggml_sub(ctx, data->logits, max_logit); + ggml_set_name(diff, "temp_diff"); + + // Add small epsilon to make max position strictly positive. + struct ggml_tensor * diff_eps = ggml_scale_bias(ctx, diff, 1.0f, 1e-6f); + ggml_set_name(diff_eps, "temp_diff_eps"); + + // Create the mask for the max logit. + struct ggml_tensor * mask = ggml_step(ctx, diff_eps); + ggml_set_name(mask, "temp_mask"); + + // Create the bias. + const float large_val = 1e9f; + struct ggml_tensor * bias = ggml_scale_bias(ctx, mask, large_val, -large_val); + ggml_set_name(bias, "temp_bias"); + + // Add the bias to the logits. + data->logits = ggml_add(ctx, data->logits, bias); + ggml_build_forward_expand(gf, data->logits); return; } @@ -1618,7 +1642,7 @@ static void llama_sampler_temp_backend_apply( struct ggml_cgraph * gf, struct llama_sampler_data * data) { auto * ctx_data = (llama_sampler_temp *) smpl->ctx; - temp_sampling(ctx, gf, data, ctx_data->temp); + llama_sampler_backend_temp_sampling(ctx, gf, data, ctx_data->temp); } static struct llama_sampler_i llama_sampler_temp_i = { @@ -1750,7 +1774,7 @@ static void llama_sampler_temp_ext_backend_apply( // Revert to standard temperature scaling if delta or temp are non-positive. if (ctx_data->delta <= 0.0f || ctx_data->temp <= 0.0f) { - temp_sampling(ctx, gf, data, ctx_data->temp); + llama_sampler_backend_temp_sampling(ctx, gf, data, ctx_data->temp); return; } diff --git a/tests/test-backend-sampler.cpp b/tests/test-backend-sampler.cpp index f56cce6350..6b11df3bcb 100644 --- a/tests/test-backend-sampler.cpp +++ b/tests/test-backend-sampler.cpp @@ -456,13 +456,17 @@ static void test_backend_temp_sampling(const char * model_path) { int32_t batch_idx = test_ctx.idx_for_seq(seq_id); - llama_token token = llama_get_sampled_token_ith(test_ctx.ctx, batch_idx); - GGML_ASSERT(token >= 0 && token < test_ctx.n_vocab); - float * logits = llama_get_sampled_logits_ith(test_ctx.ctx, batch_idx); - GGML_ASSERT(logits == nullptr); - int n_logits = llama_get_sampled_logits_count_ith(test_ctx.ctx, batch_idx); - GGML_ASSERT(n_logits == 0); + uint32_t n_logits = llama_get_sampled_logits_count_ith(test_ctx.ctx, batch_idx); + GGML_ASSERT(n_logits == (uint32_t) test_ctx.n_vocab); + + std::vector masked_logits; + for (size_t i = 0; i < n_logits; ++i) { + if (logits[i] <= -1e9f) { + masked_logits.push_back(logits[i]); + } + } + GGML_ASSERT(masked_logits.size() == (size_t) test_ctx.n_vocab - 1); }; test_argmax_temp(0.0f); @@ -531,22 +535,27 @@ static void test_backend_temp_ext_sampling(const char * model_path) { int32_t batch_idx = test_ctx.idx_for_seq(seq_id); - llama_token token = llama_get_sampled_token_ith(test_ctx.ctx, batch_idx); + float * logits = llama_get_sampled_logits_ith(test_ctx.ctx, batch_idx); + uint32_t n_logits = llama_get_sampled_logits_count_ith(test_ctx.ctx, batch_idx); + GGML_ASSERT(n_logits == (uint32_t) test_ctx.n_vocab); - if (temp <= 0.0f) { - GGML_ASSERT(token >= 0 && token < test_ctx.n_vocab); - GGML_ASSERT(llama_get_sampled_logits_ith(test_ctx.ctx, batch_idx) == nullptr); - GGML_ASSERT(llama_get_sampled_logits_count_ith(test_ctx.ctx, batch_idx) == 0); + std::vector masked_logits; + for (size_t i = 0; i < n_logits; ++i) { + if (logits[i] <= -1e9f) { + masked_logits.push_back(logits[i]); + } + } + if (temp <= 0.0f && delta >= 0.0f) { + GGML_ASSERT(masked_logits.size() == (size_t) test_ctx.n_vocab - 1); } else { - GGML_ASSERT(token == LLAMA_TOKEN_NULL); - int n_logits = llama_get_sampled_logits_count_ith(test_ctx.ctx, batch_idx); - GGML_ASSERT(n_logits == test_ctx.n_vocab); + printf("masked logits size: %zu\n", masked_logits.size()); + GGML_ASSERT(masked_logits.size() == 0); } }; test_argmax_temp(0.0f, 0.3f, 1.0f); // Greedy (temp=0) test_argmax_temp(-1.0f, 0.3f, 2.0f); // Greedy (temp<0) - test_argmax_temp(0.8f, 0.0f, 2.0f); // Temperature scaling (should have scaled logits) + test_argmax_temp(0.8f, 0.0f, 2.0f); // Temperature scaling printf("backend temp_ext sampling test PASSED\n"); From fce571ee51035b01be159652e949f1e43a9e7329 Mon Sep 17 00:00:00 2001 From: Georgi Gerganov Date: Thu, 4 Dec 2025 14:23:02 +0200 Subject: [PATCH 079/119] sampling : simplify temp sampling --- src/llama-sampling.cpp | 27 ++++----------------------- tests/test-backend-sampler.cpp | 24 +++--------------------- 2 files changed, 7 insertions(+), 44 deletions(-) diff --git a/src/llama-sampling.cpp b/src/llama-sampling.cpp index 3a3931a23c..bca38ffa15 100644 --- a/src/llama-sampling.cpp +++ b/src/llama-sampling.cpp @@ -1597,32 +1597,13 @@ static void llama_sampler_backend_temp_sampling( struct ggml_tensor * max_idx = ggml_argmax(ctx, data->logits); ggml_set_name(max_idx, "temp_max_idx"); - // Reshape to 2D and so we can use get_rows. - struct ggml_tensor * logits_2d = ggml_reshape_2d(ctx, data->logits, 1, data->logits->ne[0]); - ggml_set_name(logits_2d, "temp_logits_2d"); - struct ggml_tensor * max_logit = ggml_get_rows(ctx, logits_2d, max_idx); - ggml_set_name(max_logit, "temp_max_logit"); + data->candidates = max_idx; - // Subtract the max_logit from all logits. - struct ggml_tensor * diff = ggml_sub(ctx, data->logits, max_logit); - ggml_set_name(diff, "temp_diff"); + struct ggml_tensor * logit = ggml_reshape_2d(ctx, data->logits, 1, data->logits->ne[0]); - // Add small epsilon to make max position strictly positive. - struct ggml_tensor * diff_eps = ggml_scale_bias(ctx, diff, 1.0f, 1e-6f); - ggml_set_name(diff_eps, "temp_diff_eps"); - - // Create the mask for the max logit. - struct ggml_tensor * mask = ggml_step(ctx, diff_eps); - ggml_set_name(mask, "temp_mask"); - - // Create the bias. - const float large_val = 1e9f; - struct ggml_tensor * bias = ggml_scale_bias(ctx, mask, large_val, -large_val); - ggml_set_name(bias, "temp_bias"); - - // Add the bias to the logits. - data->logits = ggml_add(ctx, data->logits, bias); + data->logits = ggml_get_rows(ctx, logit, max_idx); ggml_build_forward_expand(gf, data->logits); + return; } diff --git a/tests/test-backend-sampler.cpp b/tests/test-backend-sampler.cpp index 6b11df3bcb..5ef5fa396c 100644 --- a/tests/test-backend-sampler.cpp +++ b/tests/test-backend-sampler.cpp @@ -456,17 +456,8 @@ static void test_backend_temp_sampling(const char * model_path) { int32_t batch_idx = test_ctx.idx_for_seq(seq_id); - float * logits = llama_get_sampled_logits_ith(test_ctx.ctx, batch_idx); uint32_t n_logits = llama_get_sampled_logits_count_ith(test_ctx.ctx, batch_idx); - GGML_ASSERT(n_logits == (uint32_t) test_ctx.n_vocab); - - std::vector masked_logits; - for (size_t i = 0; i < n_logits; ++i) { - if (logits[i] <= -1e9f) { - masked_logits.push_back(logits[i]); - } - } - GGML_ASSERT(masked_logits.size() == (size_t) test_ctx.n_vocab - 1); + GGML_ASSERT(n_logits == 1); }; test_argmax_temp(0.0f); @@ -535,21 +526,12 @@ static void test_backend_temp_ext_sampling(const char * model_path) { int32_t batch_idx = test_ctx.idx_for_seq(seq_id); - float * logits = llama_get_sampled_logits_ith(test_ctx.ctx, batch_idx); uint32_t n_logits = llama_get_sampled_logits_count_ith(test_ctx.ctx, batch_idx); - GGML_ASSERT(n_logits == (uint32_t) test_ctx.n_vocab); - std::vector masked_logits; - for (size_t i = 0; i < n_logits; ++i) { - if (logits[i] <= -1e9f) { - masked_logits.push_back(logits[i]); - } - } if (temp <= 0.0f && delta >= 0.0f) { - GGML_ASSERT(masked_logits.size() == (size_t) test_ctx.n_vocab - 1); + GGML_ASSERT(n_logits == 1); } else { - printf("masked logits size: %zu\n", masked_logits.size()); - GGML_ASSERT(masked_logits.size() == 0); + GGML_ASSERT(n_logits == (uint32_t) test_ctx.n_vocab); } }; From 1bde70785d9a6e4e8a9a1c1b6551ca782b5ad697 Mon Sep 17 00:00:00 2001 From: Georgi Gerganov Date: Thu, 4 Dec 2025 14:25:28 +0200 Subject: [PATCH 080/119] sampling : remove redundant calls to ggml_build_forward_expand --- src/llama-sampling.cpp | 16 ++++++---------- 1 file changed, 6 insertions(+), 10 deletions(-) diff --git a/src/llama-sampling.cpp b/src/llama-sampling.cpp index bca38ffa15..88008e8c45 100644 --- a/src/llama-sampling.cpp +++ b/src/llama-sampling.cpp @@ -1078,7 +1078,8 @@ static void llama_sampler_top_k_backend_apply( ggml_set_name(top_k_rows, "top_k_rows"); data->logits = ggml_reshape_1d(ctx, top_k_rows, ctx_data->k); - ggml_build_forward_expand(gf, data->logits); + + GGML_UNUSED(gf); } static struct llama_sampler_i llama_sampler_top_k_i = { @@ -1264,10 +1265,9 @@ static void llama_sampler_top_p_backend_apply( ggml_set_name(data->logits, "top_p_logits"); ggml_set_output(data->candidates); - ggml_build_forward_expand(gf, data->candidates); - ggml_set_output(data->logits); - ggml_build_forward_expand(gf, data->logits); + + GGML_UNUSED(gf); } static struct llama_sampler_i llama_sampler_top_p_i = { @@ -1421,7 +1421,7 @@ static void llama_sampler_min_p_backend_apply( data->logits = ggml_add(ctx, data->logits, min_p_bias); ggml_set_name(data->logits, "min_p_logits"); - ggml_build_forward_expand(gf, data->logits); + GGML_UNUSED(gf); } static struct llama_sampler_i llama_sampler_min_p_i = { @@ -1602,7 +1602,6 @@ static void llama_sampler_backend_temp_sampling( struct ggml_tensor * logit = ggml_reshape_2d(ctx, data->logits, 1, data->logits->ne[0]); data->logits = ggml_get_rows(ctx, logit, max_idx); - ggml_build_forward_expand(gf, data->logits); return; } @@ -1614,7 +1613,7 @@ static void llama_sampler_backend_temp_sampling( data->logits = ggml_cont(ctx, scaled); ggml_set_name(data->logits, "temp_scaled_logits"); - ggml_build_forward_expand(gf, data->logits); + GGML_UNUSED(gf); } static void llama_sampler_temp_backend_apply( @@ -1807,7 +1806,6 @@ static void llama_sampler_temp_ext_backend_apply( ggml_set_name(scaled_logits, "temp_ext_scaled_logits"); data->logits = scaled_logits; - ggml_build_forward_expand(gf, data->logits); } static struct llama_sampler_i llama_sampler_temp_ext_i = { @@ -3080,8 +3078,6 @@ static void llama_sampler_logit_bias_backend_apply( // Add the sparse logit logit_bias to the logits struct ggml_tensor * logit_biased = ggml_add_inplace(ctx, data->logits, sctx->inp_logit_bias); data->logits = logit_biased; - - ggml_build_forward_expand(gf, logit_biased); } static void llama_sampler_logit_bias_backend_set_input(struct llama_sampler * smpl) { From 6958d41366873bd6a9e22be16ccdd5c4724d3d5a Mon Sep 17 00:00:00 2001 From: Georgi Gerganov Date: Thu, 4 Dec 2025 17:29:08 +0200 Subject: [PATCH 081/119] sampling : check backend support during init --- common/common.cpp | 3 +- common/sampling.cpp | 54 ++-- common/sampling.h | 2 +- include/llama.h | 13 +- src/llama-context.cpp | 2 + src/llama-sampling.cpp | 457 ++++++++++++++++++++++---------- src/llama-sampling.h | 11 +- tools/server/server-context.cpp | 5 +- 8 files changed, 369 insertions(+), 178 deletions(-) diff --git a/common/common.cpp b/common/common.cpp index 5982c549ce..f52c41af76 100644 --- a/common/common.cpp +++ b/common/common.cpp @@ -1098,8 +1098,7 @@ common_init_result::common_init_result(common_params & params) : for (int i = 0; i < (int) cparams.n_seq_max; ++i) { pimpl->samplers[i].reset(common_sampler_init(model, params.sampling)); - llama_sampler * backend_chain = common_sampler_chain_backend(pimpl->samplers[i].get()); - pimpl->samplers_seq_config[i] = { i, backend_chain }; + pimpl->samplers_seq_config[i] = { i, common_sampler_get(pimpl->samplers[i].get()) }; } cparams.samplers = pimpl->samplers_seq_config.data(); diff --git a/common/sampling.cpp b/common/sampling.cpp index b7dfed547b..3941b5f574 100644 --- a/common/sampling.cpp +++ b/common/sampling.cpp @@ -106,7 +106,6 @@ struct common_sampler { struct llama_sampler * grmr; struct llama_sampler * chain; - struct llama_sampler * chain_backend; ring_buffer prev; @@ -119,7 +118,6 @@ struct common_sampler { llama_sampler_reset(grmr); llama_sampler_reset(chain); - llama_sampler_reset(chain_backend); } void set_logits(struct llama_context * ctx, int idx) { @@ -247,13 +245,12 @@ struct common_sampler * common_sampler_init(const struct llama_model * model, co } auto * result = new common_sampler { - /* .params = */ params, - /* .grmr = */ grmr, - /* .chain = */ llama_sampler_chain_init(lparams), - /* .chain_backend = */ llama_sampler_chain_init(lparams), - /* .prev = */ ring_buffer(std::max(32, params.n_prev)), - /* .cur = */ {}, - /* .cur_p = */ {}, + /* .params = */ params, + /* .grmr = */ grmr, + /* .chain = */ llama_sampler_chain_init(lparams), + /* .prev = */ ring_buffer(std::max(32, params.n_prev)), + /* .cur = */ {}, + /* .cur_p = */ {}, }; std::vector samplers; @@ -318,15 +315,8 @@ struct common_sampler * common_sampler_init(const struct llama_model * model, co GGML_ASSERT(false && "unknown mirostat version"); } - bool is_backend = params.backend_sampling; - - // split in two chains: backend -> CPU for (auto * smpl : samplers) { - if (!smpl->iface->backend_apply) { - is_backend = false; - } - - llama_sampler_chain_add(is_backend ? result->chain_backend : result->chain, smpl); + llama_sampler_chain_add(result->chain, smpl); } return result; @@ -336,7 +326,6 @@ void common_sampler_free(struct common_sampler * gsmpl) { if (gsmpl) { llama_sampler_free(gsmpl->grmr); llama_sampler_free(gsmpl->chain); - llama_sampler_free(gsmpl->chain_backend); delete gsmpl; } @@ -360,13 +349,12 @@ void common_sampler_reset(struct common_sampler * gsmpl) { struct common_sampler * common_sampler_clone(common_sampler * gsmpl) { return new common_sampler { - /* .params = */ gsmpl->params, - /* .grmr = */ llama_sampler_clone(gsmpl->grmr), - /* .chain = */ llama_sampler_clone(gsmpl->chain), - /* .chain_backend = */ llama_sampler_clone(gsmpl->chain_backend), - /* .prev = */ gsmpl->prev, - /* .cur = */ gsmpl->cur, - /* .cur_p = */ gsmpl->cur_p, + /* .params = */ gsmpl->params, + /* .grmr = */ llama_sampler_clone(gsmpl->grmr), + /* .chain = */ llama_sampler_clone(gsmpl->chain), + /* .prev = */ gsmpl->prev, + /* .cur = */ gsmpl->cur, + /* .cur_p = */ gsmpl->cur_p, }; } @@ -415,8 +403,8 @@ void common_perf_print(const struct llama_context * ctx, const struct common_sam } } -struct llama_sampler * common_sampler_chain_backend(const struct common_sampler * gsmpl) { - return gsmpl->chain_backend; +struct llama_sampler * common_sampler_get(const struct common_sampler * gsmpl) { + return gsmpl->chain; } llama_token common_sampler_sample(struct common_sampler * gsmpl, struct llama_context * ctx, int idx, bool grammar_first) { @@ -424,11 +412,13 @@ llama_token common_sampler_sample(struct common_sampler * gsmpl, struct llama_co // return that token id directly. { const llama_token id = llama_get_sampled_token_ith(ctx, idx); + if (id != LLAMA_TOKEN_NULL) { LOG_DBG("%s: Backend sampler selected token: '%d'. Will not run any CPU samplers\n", __func__, id); return id; } } + llama_synchronize(ctx); // start measuring sampling time after the llama_context synchronization in order to not measure any ongoing async operations @@ -556,16 +546,12 @@ llama_token common_sampler_last(const struct common_sampler * gsmpl) { } std::string common_sampler_print(const struct common_sampler * gsmpl) { - std::string result = llama_sampler_chain_n(gsmpl->chain_backend) > 0 ? "*logits " : "logits "; - - for (int i = 0; i < llama_sampler_chain_n(gsmpl->chain_backend); i++) { - const auto * smpl = llama_sampler_chain_get(gsmpl->chain_backend, i); - result += std::string("-> *") + llama_sampler_name(smpl) + " "; - } + std::string result = "logits "; for (int i = 0; i < llama_sampler_chain_n(gsmpl->chain); i++) { const auto * smpl = llama_sampler_chain_get(gsmpl->chain, i); - result += std::string("-> ") + llama_sampler_name(smpl) + " "; + result += std::string("-> "); + result += std::string(llama_sampler_name(smpl)) + " "; } return result; diff --git a/common/sampling.h b/common/sampling.h index 04b56dbbed..c7101032f2 100644 --- a/common/sampling.h +++ b/common/sampling.h @@ -48,7 +48,7 @@ struct common_sampler * common_sampler_clone (struct common_sampler * gsmpl); // arguments can be nullptr to skip printing void common_perf_print(const struct llama_context * ctx, const struct common_sampler * gsmpl); -struct llama_sampler * common_sampler_chain_backend(const struct common_sampler * gsmpl); +struct llama_sampler * common_sampler_get(const struct common_sampler * gsmpl); // extended sampling implementation: // diff --git a/include/llama.h b/include/llama.h index f6926b6063..e01d06766d 100644 --- a/include/llama.h +++ b/include/llama.h @@ -369,7 +369,8 @@ extern "C" { // try to disable when n_seq_max > 1 for improved performance when the sequences do not share a large prefix // ref: https://github.com/ggml-org/llama.cpp/pull/14363 - // backend sampler chain configuration (does not keep a reference, so make sure the caller keeps the samplers alive) + // backend sampler chain configuration (make sure the caller keeps the sampler chains alive) + // note: the samplers must be sampler chains (i.e. use llama_sampler_chain_init) struct llama_sampler_seq_config * samplers; size_t n_samplers; }; @@ -1193,21 +1194,27 @@ extern "C" { struct llama_sampler * (*clone) (const struct llama_sampler * smpl); // can be NULL if ctx is NULL void (*free) ( struct llama_sampler * smpl); // can be NULL if ctx is NULL - // backend sampling interface - void (*backend_init)(struct llama_sampler * smpl, ggml_backend_buffer_type_t buft); + // backend sampling interface: + // return true if the backend supports all ops needed by the sampler + // note: call once per sampler + bool (*backend_init)(struct llama_sampler * smpl, ggml_backend_buffer_type_t buft); + + // call after .backend_accept() void (*backend_accept)( struct llama_sampler * smpl, struct ggml_context * ctx, struct ggml_cgraph * gf, struct ggml_tensor * selected_token); + // call after .backend_init() void (*backend_apply)( struct llama_sampler * smpl, struct ggml_context * ctx, struct ggml_cgraph * gf, struct llama_sampler_data * data); + // call before .backend_apply() void (*backend_set_input)(struct llama_sampler * smpl); }; diff --git a/src/llama-context.cpp b/src/llama-context.cpp index 78f12011c4..e04e461858 100644 --- a/src/llama-context.cpp +++ b/src/llama-context.cpp @@ -68,6 +68,8 @@ llama_context::llama_context( for (size_t i = 0; i < params.n_samplers; ++i) { const auto & config = params.samplers[i]; + // TODO: assert this is a llama_sampler_chain instance + if (set_sampler(config.seq_id, config.sampler)) { const int n_samplers = llama_sampler_chain_n(config.sampler); diff --git a/src/llama-sampling.cpp b/src/llama-sampling.cpp index 88008e8c45..e910b6e14e 100644 --- a/src/llama-sampling.cpp +++ b/src/llama-sampling.cpp @@ -504,11 +504,13 @@ static void llama_sampler_empty_free(struct llama_sampler * smpl) { delete (llama_sampler_empty *) smpl->ctx; } -static void llama_sampler_empty_backend_init( +static bool llama_sampler_empty_backend_init( struct llama_sampler * smpl, ggml_backend_buffer_type_t buft) { GGML_UNUSED(smpl); GGML_UNUSED(buft); + + return true; } static void llama_sampler_empty_backend_accept( @@ -559,6 +561,43 @@ struct llama_sampler * llama_sampler_init_empty(const char * name) { ); } +// common backend sampler functionality +// +// +name : means that the sampler is support and will run on the backend +// -name : means that a ggml operator is not supported by the backend +// +struct llama_sampler_backend { + llama_sampler_backend(const char * name) : name(name), name_ext(name), is_init(false), support(false) {} + + const char * get_name() { + if (!is_init) { + return name.c_str(); + } + + if (support) { + name_ext = "+" + name; + } else { + name_ext = "-" + name; + } + + return name_ext.c_str(); + } + + void init(bool support) { + GGML_ASSERT(this->is_init == false); + + this->is_init = true; + this->support = support; + } + +private: + std::string name; + std::string name_ext; + + bool is_init; + bool support; +}; + // sampler chain static const char * llama_sampler_chain_name(const struct llama_sampler * /*smpl*/) { @@ -570,8 +609,8 @@ static void llama_sampler_chain_accept(struct llama_sampler * smpl, llama_token time_meas tm(chain->t_sample_us, chain->params.no_perf); - for (auto * smpl : chain->samplers) { - llama_sampler_accept(smpl, token); + for (auto & smpl : chain->samplers) { + llama_sampler_accept(smpl.ptr, token); } chain->n_sample++; @@ -582,20 +621,28 @@ static void llama_sampler_chain_apply(struct llama_sampler * smpl, llama_token_d time_meas tm(chain->t_sample_us, chain->params.no_perf); - for (auto * smpl : chain->samplers) { - if (smpl->iface->apply == nullptr) { + bool is_backend = chain->is_init; + + for (auto & smpl : chain->samplers) { + if (is_backend && smpl.is_backend) { continue; } - llama_sampler_apply(smpl, cur_p); + is_backend = false; + + if (smpl.ptr->iface->apply == nullptr) { + continue; + } + + llama_sampler_apply(smpl.ptr, cur_p); } } static void llama_sampler_chain_reset(struct llama_sampler * smpl) { auto * chain = (llama_sampler_chain *) smpl->ctx; - for (auto * smpl : chain->samplers) { - llama_sampler_reset(smpl); + for (auto & smpl : chain->samplers) { + llama_sampler_reset(smpl.ptr); } } @@ -604,8 +651,8 @@ static struct llama_sampler * llama_sampler_chain_clone(const struct llama_sampl auto * result = llama_sampler_chain_init(chain_src->params); - for (auto * smpl : chain_src->samplers) { - llama_sampler_chain_add(result, llama_sampler_clone(smpl)); + for (const auto & smpl : chain_src->samplers) { + llama_sampler_chain_add(result, llama_sampler_clone(smpl.ptr)); } return result; @@ -614,23 +661,44 @@ static struct llama_sampler * llama_sampler_chain_clone(const struct llama_sampl static void llama_sampler_chain_free(struct llama_sampler * smpl) { auto * chain = (llama_sampler_chain *) smpl->ctx; - for (auto * smpl : chain->samplers) { - llama_sampler_free(smpl); + for (auto & smpl : chain->samplers) { + llama_sampler_free(smpl.ptr); } delete chain; } -static void llama_sampler_chain_backend_init( +static bool llama_sampler_chain_backend_init( struct llama_sampler * smpl, ggml_backend_buffer_type_t buft) { auto * chain = (llama_sampler_chain *) smpl->ctx; - for (auto * smpl : chain->samplers) { - if (smpl->iface->backend_init) { - smpl->iface->backend_init(smpl,buft); + GGML_ASSERT(chain->is_init == false && "llama_sampler_chain_backend_init() called twice"); + + chain->is_init = true; + + bool res = true; + + for (auto & smpl : chain->samplers) { + bool res_cur = true; + + // to be able to run a sampler on the backend, it has to: + // - have the .backend_init() API implemented + // - return true during .backend_init() + if (smpl.ptr->iface->backend_init) { + if (!smpl.ptr->iface->backend_init(smpl.ptr, buft)) { + res_cur = false; + } + } else { + res_cur = false; } + + smpl.is_backend = res_cur; + + res = res && res_cur; } + + return res; } static void llama_sampler_chain_backend_accept( @@ -640,9 +708,13 @@ static void llama_sampler_chain_backend_accept( struct ggml_tensor * selected_token) { auto * chain = (llama_sampler_chain *) smpl->ctx; - for (auto * smpl : chain->samplers) { - if (smpl->iface->backend_accept) { - smpl->iface->backend_accept(smpl, ctx, gf, selected_token); + for (auto & smpl : chain->samplers) { + if (!smpl.is_backend) { + break; + } + + if (smpl.ptr->iface->backend_accept) { + smpl.ptr->iface->backend_accept(smpl.ptr, ctx, gf, selected_token); } } } @@ -654,9 +726,15 @@ static void llama_sampler_chain_backend_apply( struct llama_sampler_data * data) { auto * chain = (llama_sampler_chain *) smpl->ctx; - for (auto * smpl : chain->samplers) { - if (smpl->iface->backend_apply) { - smpl->iface->backend_apply(smpl, ctx, gf, data); + GGML_ASSERT(chain->is_init && "llama_sampler_chain_backend_init() not called"); + + for (auto & smpl : chain->samplers) { + if (!smpl.is_backend) { + break; + } + + if (smpl.ptr->iface->backend_apply) { + smpl.ptr->iface->backend_apply(smpl.ptr, ctx, gf, data); } } } @@ -664,9 +742,13 @@ static void llama_sampler_chain_backend_apply( static void llama_sampler_chain_backend_set_input(struct llama_sampler * smpl) { auto * chain = (llama_sampler_chain *) smpl->ctx; - for (auto * smpl : chain->samplers) { - if (smpl->iface->backend_set_input) { - smpl->iface->backend_set_input(smpl); + for (auto & smpl : chain->samplers) { + if (!smpl.is_backend) { + break; + } + + if (smpl.ptr->iface->backend_set_input) { + smpl.ptr->iface->backend_set_input(smpl.ptr); } } } @@ -689,6 +771,7 @@ struct llama_sampler * llama_sampler_chain_init(struct llama_sampler_chain_param /* .iface = */ &llama_sampler_chain_i, /* .ctx = */ new llama_sampler_chain { /* .params = */ params, + /* .is_init = */ false, /* .samplers = */ {}, /* .t_sample_us = */ 0, /* .n_sample = */ 0, @@ -698,7 +781,10 @@ struct llama_sampler * llama_sampler_chain_init(struct llama_sampler_chain_param void llama_sampler_chain_add(struct llama_sampler * chain, struct llama_sampler * smpl) { auto * p = (llama_sampler_chain *) chain->ctx; - p->samplers.push_back(smpl); + p->samplers.push_back({ + /* .is_backend = */ false, + /* .ptr = */ smpl, + }); } struct llama_sampler * llama_sampler_chain_get(const struct llama_sampler * chain, int32_t i) { @@ -708,7 +794,7 @@ struct llama_sampler * llama_sampler_chain_get(const struct llama_sampler * chai return nullptr; } - return p->samplers[i]; + return p->samplers[i].ptr; } struct llama_sampler * llama_sampler_chain_remove(struct llama_sampler * chain, int32_t i) { @@ -718,7 +804,7 @@ struct llama_sampler * llama_sampler_chain_remove(struct llama_sampler * chain, return nullptr; } - auto * result = p->samplers[i]; + auto * result = p->samplers[i].ptr; p->samplers.erase(p->samplers.begin() + i); return result; @@ -749,6 +835,15 @@ static void llama_sampler_greedy_apply(struct llama_sampler * /*smpl*/, llama_to } } +static bool llama_sampler_greedy_backend_init( + struct llama_sampler * smpl, + ggml_backend_buffer_type_t buft) { + GGML_UNUSED(smpl); + GGML_UNUSED(buft); + + return true; +} + static void llama_sampler_greedy_backend_apply( struct llama_sampler * smpl, struct ggml_context * ctx, @@ -768,7 +863,7 @@ static struct llama_sampler_i llama_sampler_greedy_i = { /* .reset = */ nullptr, /* .clone = */ nullptr, /* .free = */ nullptr, - /* .backend_init = */ nullptr, + /* .backend_init = */ llama_sampler_greedy_backend_init, /* .backend_accept = */ nullptr, /* .backend_apply = */ llama_sampler_greedy_backend_apply, /* .backend_set_input = */ nullptr, @@ -783,23 +878,22 @@ struct llama_sampler * llama_sampler_init_greedy() { // dist -struct llama_sampler_dist { +struct llama_sampler_dist : public llama_sampler_backend { const uint32_t seed; uint32_t seed_cur; std::mt19937 rng; - // Only required for checking operation support and can be removed later. - ggml_backend_dev_t device; - + // backend input struct ggml_tensor * inp_uniform; - ggml_context_ptr inp_ctx; + ggml_context_ptr inp_ctx; ggml_backend_buffer_ptr inp_buf; }; -static const char * llama_sampler_dist_name(const struct llama_sampler * /*smpl*/) { - return "dist"; +static const char * llama_sampler_dist_name(const struct llama_sampler * smpl) { + auto * sctx = (llama_sampler_dist *) smpl->ctx; + return sctx->get_name(); } static void llama_sampler_dist_apply(struct llama_sampler * smpl, llama_token_data_array * cur_p) { @@ -898,13 +992,61 @@ static void llama_sampler_dist_free(struct llama_sampler * smpl) { delete (llama_sampler_dist *) smpl->ctx; } -static void llama_sampler_dist_backend_set_input(struct llama_sampler * smpl) { +static bool llama_sampler_dist_backend_init( + struct llama_sampler * smpl, + ggml_backend_buffer_type_t buft) { auto * sctx = (llama_sampler_dist *) smpl->ctx; - GGML_ASSERT(sctx->inp_uniform != nullptr); - std::uniform_real_distribution dist(0.0f, 1.0f); - const float rnd = dist(sctx->rng); - ggml_backend_tensor_set(sctx->inp_uniform, &rnd, 0, sizeof(float)); + bool res = true; + + // determine backend support + { + ggml_init_params params = { + /*.mem_size =*/ ggml_tensor_overhead()*8, + /*.mem_buffer =*/ NULL, + /*.no_alloc =*/ true, + }; + + ggml_context_ptr ctx_ptr { ggml_init(params) }; + if (!ctx_ptr) { + throw std::runtime_error(format("failed to create ggml context")); + } + + ggml_context * ctx = ctx_ptr.get(); + + ggml_tensor * probs = ggml_new_tensor_1d(ctx, GGML_TYPE_F32, 1024*1024); + ggml_tensor * op = ggml_cumsum(ctx, probs); + + auto * device = ggml_backend_buft_get_device(buft); + GGML_ASSERT(device); + + if (!ggml_backend_dev_supports_op(device, op)) { + res = false; + } + + sctx->init(res); + } + + if (res) { + ggml_init_params params = { + /*.mem_size =*/ ggml_tensor_overhead(), + /*.mem_buffer =*/ nullptr, + /*.no_alloc =*/ true, + }; + + sctx->inp_ctx.reset(ggml_init(params)); + + // Create the uniform random scalar input tensor. This will be set by + // llama_sampler_dist_backend_set_input after this graph is built. + sctx->inp_uniform = ggml_new_tensor_1d(sctx->inp_ctx.get(), GGML_TYPE_F32, 1); + ggml_set_name(sctx->inp_uniform, "uniform"); + ggml_set_input(sctx->inp_uniform); + + // Allocate all tensors from our context to the backend + sctx->inp_buf.reset(ggml_backend_alloc_ctx_tensors_from_buft(sctx->inp_ctx.get(), buft)); + } + + return res; } static void llama_sampler_dist_backend_apply( @@ -919,10 +1061,6 @@ static void llama_sampler_dist_backend_apply( ggml_set_name(probs, "dist_probs"); struct ggml_tensor * cumsum = ggml_cumsum(ctx, probs); - if (sctx->device && !ggml_backend_dev_supports_op(sctx->device, cumsum)) { - fprintf(stderr, "Warning: backend does not support cumsum operation required for dist sampling\n"); - fprintf(stderr, "CPU backend will be used instead which defeats the purpose of having backend samplers\n"); - } ggml_set_name(cumsum, "cumsum"); // The uniform tensor has a random value and we subtract this tensor with @@ -965,29 +1103,13 @@ static void llama_sampler_dist_backend_apply( data->sampled = sampled_token; } -static void llama_sampler_dist_backend_init( - struct llama_sampler * smpl, - ggml_backend_buffer_type_t buft) { +static void llama_sampler_dist_backend_set_input(struct llama_sampler * smpl) { auto * sctx = (llama_sampler_dist *) smpl->ctx; + GGML_ASSERT(sctx->inp_uniform != nullptr); - sctx->device = ggml_backend_buft_get_device(buft); - - ggml_init_params params = { - /*.mem_size =*/ ggml_tensor_overhead(), - /*.mem_buffer =*/ nullptr, - /*.no_alloc =*/ true, - }; - - sctx->inp_ctx.reset(ggml_init(params)); - - // Create the uniform random scalar input tensor. This will be set by - // llama_sampler_dist_backend_set_input after this graph is built. - sctx->inp_uniform = ggml_new_tensor_1d(sctx->inp_ctx.get(), GGML_TYPE_F32, 1); - ggml_set_name(sctx->inp_uniform, "uniform"); - ggml_set_input(sctx->inp_uniform); - - // Allocate all tensors from our context to the backend - sctx->inp_buf.reset(ggml_backend_alloc_ctx_tensors_from_buft(sctx->inp_ctx.get(), buft)); + std::uniform_real_distribution dist(0.0f, 1.0f); + const float rnd = dist(sctx->rng); + ggml_backend_tensor_set(sctx->inp_uniform, &rnd, 0, sizeof(float)); } static struct llama_sampler_i llama_sampler_dist_i = { @@ -1008,10 +1130,10 @@ struct llama_sampler * llama_sampler_init_dist(uint32_t seed) { return llama_sampler_init( /* .iface = */ &llama_sampler_dist_i, /* .ctx = */ new llama_sampler_dist { + ("dist"), /* .seed = */ seed, /* .seed_cur = */ seed_cur, /* .rng = */ std::mt19937(seed_cur), - /* .device = */ nullptr, /* .inp_uniform = */ nullptr, /* .inp_ctx = */ nullptr, /* .inp_buf = */ nullptr, @@ -1021,15 +1143,13 @@ struct llama_sampler * llama_sampler_init_dist(uint32_t seed) { // top-k -struct llama_sampler_top_k { +struct llama_sampler_top_k : public llama_sampler_backend { const int32_t k; - - // Only required for checking operation support and can be removed later. - ggml_backend_dev_t device; }; -static const char * llama_sampler_top_k_name(const struct llama_sampler * /*smpl*/) { - return "top-k"; +static const char * llama_sampler_top_k_name(const struct llama_sampler * smpl) { + auto * sctx = (llama_sampler_top_k *) smpl->ctx; + return sctx->get_name(); } static void llama_sampler_top_k_apply(struct llama_sampler * smpl, llama_token_data_array * cur_p) { @@ -1046,11 +1166,42 @@ static void llama_sampler_top_k_free(struct llama_sampler * smpl) { delete (llama_sampler_top_k *) smpl->ctx; } -static void llama_sampler_top_k_backend_init( +static bool llama_sampler_top_k_backend_init( struct llama_sampler * smpl, ggml_backend_buffer_type_t buft) { - auto * ctx_data = (llama_sampler_top_k *) smpl->ctx; - ctx_data->device = ggml_backend_buft_get_device(buft); + auto * sctx = (llama_sampler_top_k *) smpl->ctx; + + bool res = true; + + // determine backend support + { + ggml_init_params params = { + /*.mem_size =*/ ggml_tensor_overhead()*8, + /*.mem_buffer =*/ NULL, + /*.no_alloc =*/ true, + }; + + ggml_context_ptr ctx_ptr { ggml_init(params) }; + if (!ctx_ptr) { + throw std::runtime_error(format("failed to create ggml context")); + } + + ggml_context * ctx = ctx_ptr.get(); + + ggml_tensor * logits = ggml_new_tensor_1d(ctx, GGML_TYPE_F32, 1024*1024); + ggml_tensor * op = ggml_top_k(ctx, logits, sctx->k); + + auto * device = ggml_backend_buft_get_device(buft); + GGML_ASSERT(device); + + if (!ggml_backend_dev_supports_op(device, op)) { + res = false; + } + + sctx->init(res); + } + + return res; } static void llama_sampler_top_k_backend_apply( @@ -1058,26 +1209,17 @@ static void llama_sampler_top_k_backend_apply( struct ggml_context * ctx, struct ggml_cgraph * gf, struct llama_sampler_data * data) { + auto * sctx = (llama_sampler_top_k *) smpl->ctx; - auto * ctx_data = (llama_sampler_top_k *) smpl->ctx; - - struct ggml_tensor * top_k = ggml_top_k(ctx, data->logits, ctx_data->k); + struct ggml_tensor * top_k = ggml_top_k(ctx, data->logits, sctx->k); ggml_set_name(top_k, "top_k"); - // top_k is a view of argsort - check if backend supports the underlying argsort operation - // by checking the source tensor (which is the argsort result) - if (ctx_data->device && top_k->src[0] && !ggml_backend_dev_supports_op(ctx_data->device, top_k->src[0])) { - fprintf(stderr, "Warning: backend does not support argsort operation required for top-k sampling\n"); - fprintf(stderr, "CPU backend will be used instead which defeats the purpose of having backend samplers\n"); - } - - data->candidates = top_k; - struct ggml_tensor * logits_rows = ggml_reshape_2d(ctx, data->logits, 1, data->logits->ne[0]); struct ggml_tensor * top_k_rows = ggml_get_rows(ctx, logits_rows, top_k); ggml_set_name(top_k_rows, "top_k_rows"); - data->logits = ggml_reshape_1d(ctx, top_k_rows, ctx_data->k); + data->candidates = top_k; + data->logits = ggml_reshape_1d(ctx, top_k_rows, sctx->k); GGML_UNUSED(gf); } @@ -1099,29 +1241,30 @@ struct llama_sampler * llama_sampler_init_top_k(int32_t k) { const bool is_empty = (k <= 0); if (is_empty) { - return llama_sampler_init_empty("top-k?"); + return llama_sampler_init_empty("?top-k"); } return llama_sampler_init( /* .iface = */ &llama_sampler_top_k_i, /* .ctx = */ new llama_sampler_top_k { - /* .k = */ k, - /* .device = */ nullptr, + ("top-k"), + /* .k = */ k, } ); } // top-p -struct llama_sampler_top_p { +struct llama_sampler_top_p : public llama_sampler_backend { const float p; const size_t min_keep; std::vector buf_sort; }; -static const char * llama_sampler_top_p_name(const struct llama_sampler * /*smpl*/) { - return "top-p"; +static const char * llama_sampler_top_p_name(const struct llama_sampler * smpl) { + auto * sctx = (llama_sampler_top_p *) smpl->ctx; + return sctx->get_name(); } static void llama_sampler_top_p_apply(struct llama_sampler * smpl, llama_token_data_array * cur_p) { @@ -1188,11 +1331,15 @@ static void llama_sampler_top_p_free(struct llama_sampler * smpl) { delete (llama_sampler_top_p *) smpl->ctx; } -static void llama_sampler_top_p_backend_init( +static bool llama_sampler_top_p_backend_init( struct llama_sampler * smpl, ggml_backend_buffer_type_t buft) { - GGML_UNUSED(smpl); GGML_UNUSED(buft); + + auto * sctx = (llama_sampler_top_p *) smpl->ctx; + sctx->init(true); + + return true; } static void llama_sampler_top_p_backend_apply( @@ -1287,12 +1434,13 @@ struct llama_sampler * llama_sampler_init_top_p(float p, size_t min_keep) { const bool is_empty = p >= 1.0f; if (is_empty) { - return llama_sampler_init_empty("top-p?"); + return llama_sampler_init_empty("?top-p"); } return llama_sampler_init( /* .iface = */ &llama_sampler_top_p_i, /* .ctx = */ new llama_sampler_top_p { + ("top-p"), /* .p = */ p, /* .min_keep = */ min_keep, /* .buf_sort = */ {}, @@ -1302,13 +1450,14 @@ struct llama_sampler * llama_sampler_init_top_p(float p, size_t min_keep) { // min-p -struct llama_sampler_min_p { +struct llama_sampler_min_p : public llama_sampler_backend { const float p; const size_t min_keep; }; -static const char * llama_sampler_min_p_name(const struct llama_sampler * /*smpl*/) { - return "min-p"; +static const char * llama_sampler_min_p_name(const struct llama_sampler * smpl) { + auto * sctx = (llama_sampler_min_p *) smpl->ctx; + return sctx->get_name(); } static void llama_sampler_min_p_apply(struct llama_sampler * smpl, llama_token_data_array * cur_p) { @@ -1374,11 +1523,16 @@ static void llama_sampler_min_p_free(struct llama_sampler * smpl) { delete (llama_sampler_min_p *) smpl->ctx; } -static void llama_sampler_min_p_backend_init( +static bool llama_sampler_min_p_backend_init( struct llama_sampler * smpl, ggml_backend_buffer_type_t buft) { - GGML_UNUSED(smpl); GGML_UNUSED(buft); + + auto * sctx = (llama_sampler_min_p *) smpl->ctx; + + sctx->init(true); + + return true; } static void llama_sampler_min_p_backend_apply( @@ -1441,12 +1595,13 @@ struct llama_sampler * llama_sampler_init_min_p(float p, size_t min_keep) { const bool is_empty = (p <= 0.0f); if (is_empty) { - return llama_sampler_init_empty("min-p?"); + return llama_sampler_init_empty("?min-p"); } return llama_sampler_init( /* .iface = */ &llama_sampler_min_p_i, /* .ctx = */ new llama_sampler_min_p { + ("min-p"), /* .p = */ p, /* .min_keep = */ min_keep, } @@ -1550,7 +1705,7 @@ struct llama_sampler * llama_sampler_init_typical(float p, size_t min_keep) { const bool is_empty = (p >= 1.0f); if (is_empty) { - return llama_sampler_init_empty("typical?"); + return llama_sampler_init_empty("?typical"); } return llama_sampler_init( @@ -1564,12 +1719,13 @@ struct llama_sampler * llama_sampler_init_typical(float p, size_t min_keep) { // temp -struct llama_sampler_temp { +struct llama_sampler_temp : public llama_sampler_backend { const float temp; }; -static const char * llama_sampler_temp_name(const struct llama_sampler * /*smpl*/) { - return "temp"; +static const char * llama_sampler_temp_name(const struct llama_sampler * smpl) { + auto * sctx = (llama_sampler_temp *) smpl->ctx; + return sctx->get_name(); } static void llama_sampler_temp_apply(struct llama_sampler * smpl, llama_token_data_array * cur_p) { @@ -1616,13 +1772,25 @@ static void llama_sampler_backend_temp_sampling( GGML_UNUSED(gf); } +static bool llama_sampler_temp_backend_init( + struct llama_sampler * smpl, + ggml_backend_buffer_type_t buft) { + GGML_UNUSED(buft); + + auto * sctx = (llama_sampler_temp *) smpl->ctx; + + sctx->init(true); + + return true; +} + static void llama_sampler_temp_backend_apply( struct llama_sampler * smpl, struct ggml_context * ctx, struct ggml_cgraph * gf, struct llama_sampler_data * data) { - auto * ctx_data = (llama_sampler_temp *) smpl->ctx; - llama_sampler_backend_temp_sampling(ctx, gf, data, ctx_data->temp); + auto * sctx = (llama_sampler_temp *) smpl->ctx; + llama_sampler_backend_temp_sampling(ctx, gf, data, sctx->temp); } static struct llama_sampler_i llama_sampler_temp_i = { @@ -1632,7 +1800,7 @@ static struct llama_sampler_i llama_sampler_temp_i = { /* .reset = */ nullptr, /* .clone = */ llama_sampler_temp_clone, /* .free = */ llama_sampler_temp_free, - /* .backend_init = */ nullptr, + /* .backend_init = */ llama_sampler_temp_backend_init, /* .backend_accept = */ nullptr, /* .backend_apply = */ llama_sampler_temp_backend_apply, /* .backend_set_input = */ nullptr, @@ -1642,12 +1810,13 @@ struct llama_sampler * llama_sampler_init_temp(float temp) { const bool is_empty = temp == 1.0f; if (is_empty) { - return llama_sampler_init_empty("temp?"); + return llama_sampler_init_empty("?temp"); } return llama_sampler_init( /* .iface = */ &llama_sampler_temp_i, /* .ctx = */ new llama_sampler_temp { + ("temp"), /*.temp = */ temp, } ); @@ -1655,14 +1824,15 @@ struct llama_sampler * llama_sampler_init_temp(float temp) { // temp-ext -struct llama_sampler_temp_ext { +struct llama_sampler_temp_ext : public llama_sampler_backend { const float temp; const float delta; const float exponent; }; -static const char * llama_sampler_temp_ext_name(const struct llama_sampler * /*smpl*/) { - return "temp-ext"; +static const char * llama_sampler_temp_ext_name(const struct llama_sampler * smpl) { + auto * sctx = (llama_sampler_temp_ext *) smpl->ctx; + return sctx->get_name(); } static void llama_sampler_temp_ext_apply(struct llama_sampler * smpl, llama_token_data_array * cur_p) { @@ -1745,22 +1915,34 @@ static void llama_sampler_temp_ext_free(struct llama_sampler * smpl) { delete (llama_sampler_temp_ext *) smpl->ctx; } +static bool llama_sampler_temp_ext_backend_init( + struct llama_sampler * smpl, + ggml_backend_buffer_type_t buft) { + GGML_UNUSED(buft); + + auto * sctx = (llama_sampler_temp_ext *) smpl->ctx; + + sctx->init(true); + + return true; +} + static void llama_sampler_temp_ext_backend_apply( struct llama_sampler * smpl, struct ggml_context * ctx, struct ggml_cgraph * gf, struct llama_sampler_data * data) { - auto * ctx_data = (llama_sampler_temp_ext *) smpl->ctx; + auto * sctx = (llama_sampler_temp_ext *) smpl->ctx; // Revert to standard temperature scaling if delta or temp are non-positive. - if (ctx_data->delta <= 0.0f || ctx_data->temp <= 0.0f) { - llama_sampler_backend_temp_sampling(ctx, gf, data, ctx_data->temp); + if (sctx->delta <= 0.0f || sctx->temp <= 0.0f) { + llama_sampler_backend_temp_sampling(ctx, gf, data, sctx->temp); return; } // Calculate min_temp, max_temp, and max_entropy. - const float min_temp = std::max(0.0f, ctx_data->temp - ctx_data->delta); - const float max_temp = ctx_data->temp + ctx_data->delta; + const float min_temp = std::max(0.0f, sctx->temp - sctx->delta); + const float max_temp = sctx->temp + sctx->delta; const float max_entropy = logf(data->logits->ne[0]); // Calculate the probabilities. @@ -1791,7 +1973,7 @@ static void llama_sampler_temp_ext_backend_apply( // Calculate powf(normalized_entropy, exponent) as // norm_entropy^exponent = exp(exponent * log(norm_entropy)) struct ggml_tensor * log_norm_entropy = ggml_log(ctx, norm_entropy); - struct ggml_tensor * scaled_log = ggml_scale(ctx, log_norm_entropy, ctx_data->exponent); + struct ggml_tensor * scaled_log = ggml_scale(ctx, log_norm_entropy, sctx->exponent); struct ggml_tensor * pow_entropy = ggml_exp(ctx, scaled_log); // With pow_entropy computed we can now compute dyn_temp, scaling by // (max_temp - min_temp) and then adding min_temp. @@ -1815,7 +1997,7 @@ static struct llama_sampler_i llama_sampler_temp_ext_i = { /* .reset = */ nullptr, /* .clone = */ llama_sampler_temp_ext_clone, /* .free = */ llama_sampler_temp_ext_free, - /* .backend_init = */ nullptr, + /* .backend_init = */ llama_sampler_temp_ext_backend_init, /* .backend_accept = */ nullptr, /* .backend_apply = */ llama_sampler_temp_ext_backend_apply, /* .backend_set_input = */ nullptr, @@ -1825,12 +2007,13 @@ struct llama_sampler * llama_sampler_init_temp_ext(float temp, float delta, floa const bool is_empty = temp == 1.0f && delta <= 0.0f; if (is_empty) { - return llama_sampler_init_empty("temp-ext?"); + return llama_sampler_init_empty("?temp-ext"); } auto * res = llama_sampler_init( /* .iface = */ &llama_sampler_temp_ext_i, /* .ctx = */ new llama_sampler_temp_ext { + ("temp-ext"), /* .temp = */ temp, /* .delta = */ delta, /* .exponent = */ exponent, @@ -1931,7 +2114,7 @@ struct llama_sampler * llama_sampler_init_xtc(float p, float t, size_t min_keep, const bool is_empty = (p <= 0.0f || t > 0.5f); if (is_empty) { - return llama_sampler_init_empty("xtc?"); + return llama_sampler_init_empty("?xtc"); } const auto seed_cur = get_rng_seed(seed); @@ -2492,7 +2675,7 @@ struct llama_sampler * llama_sampler_init_penalties( const bool is_empty = (penalty_last_n == 0 || (penalty_repeat == 1.0f && penalty_freq == 0.0f && penalty_present == 0.0f)); if (is_empty) { - return llama_sampler_init_empty("penalties?"); + return llama_sampler_init_empty("?penalties"); } return llama_sampler_init( @@ -2585,7 +2768,7 @@ struct llama_sampler * llama_sampler_init_top_n_sigma(float n) { const bool is_empty = (n <= 0.0f); if (is_empty) { - return llama_sampler_init_empty("top-n-sigma?"); + return llama_sampler_init_empty("?top-n-sigma"); } return llama_sampler_init( @@ -2930,7 +3113,7 @@ struct llama_sampler * llama_sampler_init_dry(const struct llama_vocab * vocab, const bool dry_enabled = (dry_multiplier != 0.0f && dry_base >= 1.0f && dry_penalty_last_n != 0); if (!dry_enabled) { - return llama_sampler_init_empty("dry?"); + return llama_sampler_init_empty("?dry"); } if (dry_enabled && seq_breakers != nullptr && num_breakers > 0) { @@ -3003,7 +3186,7 @@ struct llama_sampler * llama_sampler_init_dry_testing(int32_t context_size, floa // logit-bias -struct llama_sampler_logit_bias { +struct llama_sampler_logit_bias : public llama_sampler_backend { const int32_t n_vocab; const std::vector logit_bias; @@ -3016,8 +3199,9 @@ struct llama_sampler_logit_bias { ggml_backend_buffer_ptr inp_buf; }; -static const char * llama_sampler_logit_bias_name(const struct llama_sampler * /*smpl*/) { - return "logit-bias"; +static const char * llama_sampler_logit_bias_name(const struct llama_sampler * smpl) { + auto * ctx = (llama_sampler_logit_bias *) smpl->ctx; + return ctx->get_name(); } static void llama_sampler_logit_bias_apply(struct llama_sampler * smpl, llama_token_data_array * cur_p) { @@ -3097,13 +3281,15 @@ static void llama_sampler_logit_bias_backend_set_input(struct llama_sampler * sm ggml_backend_tensor_set(sctx->inp_logit_bias, logit_bias_sparse.data(), 0, ggml_nbytes(sctx->inp_logit_bias)); } -static void llama_sampler_logit_bias_backend_init( +static bool llama_sampler_logit_bias_backend_init( struct llama_sampler * smpl, ggml_backend_buffer_type_t buft) { auto * sctx = (llama_sampler_logit_bias *) smpl->ctx; + sctx->init(true); + if (sctx->logit_bias.empty()) { - return; + return true; } ggml_init_params params = { @@ -3120,6 +3306,8 @@ static void llama_sampler_logit_bias_backend_init( // Allocate all tensors from our context to the backend sctx->inp_buf.reset(ggml_backend_alloc_ctx_tensors_from_buft(sctx->inp_ctx.get(), buft)); + + return true; } static struct llama_sampler_i llama_sampler_logit_bias_i = { @@ -3142,12 +3330,13 @@ struct llama_sampler * llama_sampler_init_logit_bias( const bool is_empty = n_logit_bias <= 0; if (is_empty) { - return llama_sampler_init_empty("logit-bias?"); + return llama_sampler_init_empty("?logit-bias"); } return llama_sampler_init( /* .iface = */ &llama_sampler_logit_bias_i, /* .ctx = */ new llama_sampler_logit_bias { + ("logit-bias"), /* .n_vocab = */ n_vocab, /* .logit_bias = */ std::vector(logit_bias, logit_bias + n_logit_bias), /* .to_search = */ {}, @@ -3407,7 +3596,7 @@ uint32_t llama_sampler_get_seed(const struct llama_sampler * smpl) { if (smpl->iface == &llama_sampler_chain_i) { const auto * ctx = (const llama_sampler_chain *) smpl->ctx; for (auto it = ctx->samplers.rbegin(); it != ctx->samplers.rend(); ++it) { - const uint32_t seed = llama_sampler_get_seed(*it); + const uint32_t seed = llama_sampler_get_seed(it->ptr); if (seed != LLAMA_DEFAULT_SEED) { return seed; } diff --git a/src/llama-sampling.h b/src/llama-sampling.h index 80ea22ac35..18cae29ece 100644 --- a/src/llama-sampling.h +++ b/src/llama-sampling.h @@ -14,7 +14,16 @@ struct llama_grammar; struct llama_sampler_chain { llama_sampler_chain_params params; - std::vector samplers; + // has .backend_init() been called? + bool is_init = false; + + struct info { + bool is_backend; + + llama_sampler * ptr; + }; + + std::vector samplers; // timing diff --git a/tools/server/server-context.cpp b/tools/server/server-context.cpp index 0387ca991f..3919401b44 100644 --- a/tools/server/server-context.cpp +++ b/tools/server/server-context.cpp @@ -1028,10 +1028,9 @@ struct server_context_impl { return false; } - SLT_INF(slot, "sampler chain: %s\n", common_sampler_print(slot.smpl.get()).c_str()); + llama_set_sampler(ctx, slot.id, common_sampler_get(slot.smpl.get())); - llama_sampler * backend_chain = common_sampler_chain_backend(slot.smpl.get()); - llama_set_sampler(ctx, slot.id, backend_chain); + SLT_INF(slot, "sampler chain: %s\n", common_sampler_print(slot.smpl.get()).c_str()); } // initialize draft batch From abc19635a394b5dc17d0360af9a484cb9ce3e8fa Mon Sep 17 00:00:00 2001 From: Georgi Gerganov Date: Thu, 4 Dec 2025 17:42:09 +0200 Subject: [PATCH 082/119] cont : keep backend sampling disabled for now --- common/common.cpp | 7 +++++-- examples/batched/batched.cpp | 1 + 2 files changed, 6 insertions(+), 2 deletions(-) diff --git a/common/common.cpp b/common/common.cpp index f52c41af76..b439bd3786 100644 --- a/common/common.cpp +++ b/common/common.cpp @@ -1101,8 +1101,11 @@ common_init_result::common_init_result(common_params & params) : pimpl->samplers_seq_config[i] = { i, common_sampler_get(pimpl->samplers[i].get()) }; } - cparams.samplers = pimpl->samplers_seq_config.data(); - cparams.n_samplers = pimpl->samplers_seq_config.size(); + // TODO: temporarily gated behind a flag + if (params.sampling.backend_sampling) { + cparams.samplers = pimpl->samplers_seq_config.data(); + cparams.n_samplers = pimpl->samplers_seq_config.size(); + } llama_context * lctx = llama_init_from_model(model, cparams); if (lctx == NULL) { diff --git a/examples/batched/batched.cpp b/examples/batched/batched.cpp index 0eb76316cb..6b134b4f6f 100644 --- a/examples/batched/batched.cpp +++ b/examples/batched/batched.cpp @@ -81,6 +81,7 @@ int main(int argc, char ** argv) { sampler_configs.push_back({ i, smpl }); } + // TODO: temporarily gated behind a flag if (params.sampling.backend_sampling) { ctx_params.samplers = sampler_configs.data(); ctx_params.n_samplers = sampler_configs.size(); From 7864074fdb77e4e19541e3f816f68d8f76d55b6c Mon Sep 17 00:00:00 2001 From: Georgi Gerganov Date: Thu, 4 Dec 2025 19:33:01 +0200 Subject: [PATCH 083/119] sampling : fix outputs and device checks --- src/llama-graph.cpp | 4 ++++ src/llama-sampling.cpp | 10 ++-------- 2 files changed, 6 insertions(+), 8 deletions(-) diff --git a/src/llama-graph.cpp b/src/llama-graph.cpp index a621c4ebf5..164195d802 100644 --- a/src/llama-graph.cpp +++ b/src/llama-graph.cpp @@ -2098,21 +2098,25 @@ void llm_graph_context::build_sampling() const { sampler->iface->backend_apply(sampler, ctx0, gf, &data); if (data.sampled != nullptr) { + ggml_set_output(data.sampled); res->t_sampled[seq_id] = data.sampled; ggml_build_forward_expand(gf, data.sampled); } if (data.probs != nullptr) { + ggml_set_output(data.probs); res->t_sampled_probs[seq_id] = data.probs; ggml_build_forward_expand(gf, data.probs); } if (data.logits != logits_seq) { + ggml_set_output(data.logits); res->t_sampled_logits[seq_id] = data.logits; ggml_build_forward_expand(gf, res->t_sampled_logits[seq_id]); } if (data.candidates != nullptr) { + ggml_set_output(data.candidates); res->t_candidates[seq_id] = data.candidates; ggml_build_forward_expand(gf, data.candidates); } diff --git a/src/llama-sampling.cpp b/src/llama-sampling.cpp index e910b6e14e..004284c6be 100644 --- a/src/llama-sampling.cpp +++ b/src/llama-sampling.cpp @@ -1018,9 +1018,8 @@ static bool llama_sampler_dist_backend_init( ggml_tensor * op = ggml_cumsum(ctx, probs); auto * device = ggml_backend_buft_get_device(buft); - GGML_ASSERT(device); - if (!ggml_backend_dev_supports_op(device, op)) { + if (device && !ggml_backend_dev_supports_op(device, op)) { res = false; } @@ -1099,7 +1098,6 @@ static void llama_sampler_dist_backend_apply( ggml_set_name(sampled_token, "dist_sampled_token"); } - ggml_set_output(sampled_token); data->sampled = sampled_token; } @@ -1192,9 +1190,8 @@ static bool llama_sampler_top_k_backend_init( ggml_tensor * op = ggml_top_k(ctx, logits, sctx->k); auto * device = ggml_backend_buft_get_device(buft); - GGML_ASSERT(device); - if (!ggml_backend_dev_supports_op(device, op)) { + if (device && !ggml_backend_dev_supports_op(device, op)) { res = false; } @@ -1411,9 +1408,6 @@ static void llama_sampler_top_p_backend_apply( data->logits = ggml_add(ctx, sorted_logits, top_p_bias); ggml_set_name(data->logits, "top_p_logits"); - ggml_set_output(data->candidates); - ggml_set_output(data->logits); - GGML_UNUSED(gf); } From cf74b1a8ecd239635a55d2dff8005b0e060ff14f Mon Sep 17 00:00:00 2001 From: Georgi Gerganov Date: Fri, 5 Dec 2025 14:21:08 +0200 Subject: [PATCH 084/119] sampling : fix candidates logic --- src/llama-sampling.cpp | 20 ++++++++++++++------ 1 file changed, 14 insertions(+), 6 deletions(-) diff --git a/src/llama-sampling.cpp b/src/llama-sampling.cpp index 004284c6be..a37e8a8223 100644 --- a/src/llama-sampling.cpp +++ b/src/llama-sampling.cpp @@ -1215,7 +1215,12 @@ static void llama_sampler_top_k_backend_apply( struct ggml_tensor * top_k_rows = ggml_get_rows(ctx, logits_rows, top_k); ggml_set_name(top_k_rows, "top_k_rows"); - data->candidates = top_k; + if (data->candidates) { + data->candidates = ggml_get_rows(ctx, data->candidates, top_k); + } else { + data->candidates = top_k; + } + data->logits = ggml_reshape_1d(ctx, top_k_rows, sctx->k); GGML_UNUSED(gf); @@ -1367,11 +1372,10 @@ static void llama_sampler_top_p_backend_apply( // If candidates are provided, sort them as well. Otherwise, set sorted indices as candidates. if (data->candidates != nullptr) { data->candidates = ggml_sort(data->candidates, sorted_idx); - ggml_set_name(data->candidates, "top_p_candidates"); } else { data->candidates = sorted_idx; - ggml_set_name(data->candidates, "top_p_candidates"); } + ggml_set_name(data->candidates, "top_p_candidates"); // Compute Cumulative Distribution Function (CDF) by means of GGML_OP_CUMSUM. struct ggml_tensor * cdf = ggml_cumsum(ctx, softmax); @@ -1747,11 +1751,15 @@ static void llama_sampler_backend_temp_sampling( struct ggml_tensor * max_idx = ggml_argmax(ctx, data->logits); ggml_set_name(max_idx, "temp_max_idx"); - data->candidates = max_idx; + if (data->candidates) { + data->candidates = ggml_get_rows(ctx, data->candidates, max_idx); + } else { + data->candidates = max_idx; + } - struct ggml_tensor * logit = ggml_reshape_2d(ctx, data->logits, 1, data->logits->ne[0]); + struct ggml_tensor * logits = ggml_reshape_2d(ctx, data->logits, 1, data->logits->ne[0]); - data->logits = ggml_get_rows(ctx, logit, max_idx); + data->logits = ggml_get_rows(ctx, logits, max_idx); return; } From dd11f6eb7b6beeca1e03961cca27ee2022d47b15 Mon Sep 17 00:00:00 2001 From: Oliver Simons Date: Fri, 5 Dec 2025 13:54:44 +0100 Subject: [PATCH 085/119] Add perf-tests for CUMSUM --- tests/test-backend-ops.cpp | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/tests/test-backend-ops.cpp b/tests/test-backend-ops.cpp index 1227b0696c..44ae4981c8 100644 --- a/tests/test-backend-ops.cpp +++ b/tests/test-backend-ops.cpp @@ -8071,6 +8071,12 @@ static std::vector> make_test_cases_perf() { } } + for (auto nrows : {1, 4, 8, 16}) { + for (auto cols : {128, 1024, 4096, 8192, 16384, 32768, 65536, 131072, 200000, 2000000}) { + test_cases.emplace_back(new test_cumsum(GGML_TYPE_F32, {cols, nrows, 1, 1})); + } + } + return test_cases; } From e65256613943e0f353b7d907ee62fa6ffdbafaf7 Mon Sep 17 00:00:00 2001 From: Oliver Simons Date: Fri, 5 Dec 2025 16:15:31 +0100 Subject: [PATCH 086/119] Readd `cub::DeviceScan::InclusiveSum`-based CumSum For single rows and large columns doing a for-loop over the function `cub::DeviceScan::InclusiveSum` offered by CUB outperforms the `cumsum_cub_kernel` where `cub::BlockScan` is used. Numbers before this change Backend 1/3: CUDA0 Device description: NVIDIA RTX 6000 Ada Generation Device memory: 48510 MB (48039 MB free) CUMSUM(type=f32,ne=[128,128,4,4]): 311258 runs - 3.26 us/run - 2048 kB/run - 599.76 GB/s CUMSUM(type=f32,ne=[2048,16,5,4]): 229390 runs - 4.40 us/run - 5120 kB/run - 1110.23 GB/s CUMSUM(type=f32,ne=[20000,10,4,1]): 37583 runs - 29.63 us/run - 6250 kB/run - 201.18 GB/s CUMSUM(type=f32,ne=[128,1,1,1]): 892819 runs - 1.12 us/run - 1 kB/run - 0.85 GB/s CUMSUM(type=f32,ne=[1024,1,1,1]): 450505 runs - 2.25 us/run - 8 kB/run - 3.39 GB/s CUMSUM(type=f32,ne=[4096,1,1,1]): 155629 runs - 6.61 us/run - 32 kB/run - 4.62 GB/s CUMSUM(type=f32,ne=[8192,1,1,1]): 81910 runs - 12.60 us/run - 64 kB/run - 4.85 GB/s CUMSUM(type=f32,ne=[16384,1,1,1]): 49146 runs - 23.99 us/run - 128 kB/run - 5.09 GB/s CUMSUM(type=f32,ne=[32768,1,1,1]): 24573 runs - 47.10 us/run - 256 kB/run - 5.18 GB/s CUMSUM(type=f32,ne=[65536,1,1,1]): 16382 runs - 93.57 us/run - 512 kB/run - 5.22 GB/s CUMSUM(type=f32,ne=[131072,1,1,1]): 8191 runs - 184.79 us/run - 1024 kB/run - 5.29 GB/s CUMSUM(type=f32,ne=[200000,1,1,1]): 8191 runs - 280.43 us/run - 1562 kB/run - 5.31 GB/s CUMSUM(type=f32,ne=[2000000,1,1,1]): 2148 runs - 2771.23 us/run - 15625 kB/run - 5.38 GB/s CUMSUM(type=f32,ne=[128,4,1,1]): 458696 runs - 2.21 us/run - 4 kB/run - 1.73 GB/s CUMSUM(type=f32,ne=[1024,4,1,1]): 360404 runs - 2.82 us/run - 32 kB/run - 10.83 GB/s CUMSUM(type=f32,ne=[4096,4,1,1]): 147438 runs - 7.12 us/run - 128 kB/run - 17.15 GB/s CUMSUM(type=f32,ne=[8192,4,1,1]): 81910 runs - 12.90 us/run - 256 kB/run - 18.92 GB/s CUMSUM(type=f32,ne=[16384,4,1,1]): 49146 runs - 24.32 us/run - 512 kB/run - 20.08 GB/s CUMSUM(type=f32,ne=[32768,4,1,1]): 24573 runs - 47.28 us/run - 1024 kB/run - 20.66 GB/s CUMSUM(type=f32,ne=[65536,4,1,1]): 16382 runs - 93.21 us/run - 2048 kB/run - 20.96 GB/s CUMSUM(type=f32,ne=[131072,4,1,1]): 8191 runs - 185.04 us/run - 4096 kB/run - 21.11 GB/s CUMSUM(type=f32,ne=[200000,4,1,1]): 5369 runs - 282.08 us/run - 6250 kB/run - 21.13 GB/s CUMSUM(type=f32,ne=[2000000,4,1,1]): 537 runs - 2806.46 us/run - 62500 kB/run - 21.26 GB/s CUMSUM(type=f32,ne=[128,8,1,1]): 458696 runs - 2.20 us/run - 8 kB/run - 3.47 GB/s CUMSUM(type=f32,ne=[1024,8,1,1]): 360404 runs - 2.82 us/run - 64 kB/run - 21.66 GB/s CUMSUM(type=f32,ne=[4096,8,1,1]): 147438 runs - 7.12 us/run - 256 kB/run - 34.28 GB/s CUMSUM(type=f32,ne=[8192,8,1,1]): 81910 runs - 12.90 us/run - 512 kB/run - 37.84 GB/s CUMSUM(type=f32,ne=[16384,8,1,1]): 49146 runs - 24.32 us/run - 1024 kB/run - 40.15 GB/s CUMSUM(type=f32,ne=[32768,8,1,1]): 24573 runs - 47.28 us/run - 2048 kB/run - 41.31 GB/s CUMSUM(type=f32,ne=[65536,8,1,1]): 16382 runs - 93.20 us/run - 4096 kB/run - 41.92 GB/s CUMSUM(type=f32,ne=[131072,8,1,1]): 8194 runs - 185.05 us/run - 8192 kB/run - 42.22 GB/s CUMSUM(type=f32,ne=[200000,8,1,1]): 5370 runs - 282.15 us/run - 12500 kB/run - 42.26 GB/s CUMSUM(type=f32,ne=[2000000,8,1,1]): 269 runs - 4067.61 us/run - 125000 kB/run - 29.36 GB/s CUMSUM(type=f32,ne=[128,16,1,1]): 303067 runs - 3.32 us/run - 16 kB/run - 4.60 GB/s CUMSUM(type=f32,ne=[1024,16,1,1]): 303067 runs - 3.32 us/run - 128 kB/run - 36.76 GB/s CUMSUM(type=f32,ne=[4096,16,1,1]): 147438 runs - 7.17 us/run - 512 kB/run - 68.13 GB/s CUMSUM(type=f32,ne=[8192,16,1,1]): 81910 runs - 12.90 us/run - 1024 kB/run - 75.68 GB/s CUMSUM(type=f32,ne=[16384,16,1,1]): 49146 runs - 24.33 us/run - 2048 kB/run - 80.28 GB/s CUMSUM(type=f32,ne=[32768,16,1,1]): 24573 runs - 47.30 us/run - 4096 kB/run - 82.59 GB/s CUMSUM(type=f32,ne=[65536,16,1,1]): 12291 runs - 93.24 us/run - 8192 kB/run - 83.80 GB/s CUMSUM(type=f32,ne=[131072,16,1,1]): 6147 runs - 185.07 us/run - 16384 kB/run - 84.45 GB/s CUMSUM(type=f32,ne=[200000,16,1,1]): 4029 runs - 282.40 us/run - 25000 kB/run - 84.46 GB/s CUMSUM(type=f32,ne=[2000000,16,1,1]): 270 runs - 4118.40 us/run - 250000 kB/run - 58.11 GB/s Backend CUDA0: OK Backend 2/3: CUDA1 Device description: NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition Device memory: 97250 MB (96677 MB free) CUMSUM(type=f32,ne=[128,128,4,4]): 368595 runs - 2.73 us/run - 2048 kB/run - 715.83 GB/s CUMSUM(type=f32,ne=[2048,16,5,4]): 216282 runs - 4.72 us/run - 5120 kB/run - 1035.32 GB/s CUMSUM(type=f32,ne=[20000,10,4,1]): 32214 runs - 34.33 us/run - 6250 kB/run - 173.64 GB/s CUMSUM(type=f32,ne=[128,1,1,1]): 810909 runs - 1.24 us/run - 1 kB/run - 0.77 GB/s CUMSUM(type=f32,ne=[1024,1,1,1]): 401359 runs - 2.52 us/run - 8 kB/run - 3.03 GB/s CUMSUM(type=f32,ne=[4096,1,1,1]): 139247 runs - 7.44 us/run - 32 kB/run - 4.10 GB/s CUMSUM(type=f32,ne=[8192,1,1,1]): 73719 runs - 14.27 us/run - 64 kB/run - 4.28 GB/s CUMSUM(type=f32,ne=[16384,1,1,1]): 40955 runs - 27.24 us/run - 128 kB/run - 4.48 GB/s CUMSUM(type=f32,ne=[32768,1,1,1]): 24573 runs - 53.46 us/run - 256 kB/run - 4.57 GB/s CUMSUM(type=f32,ne=[65536,1,1,1]): 16382 runs - 105.29 us/run - 512 kB/run - 4.64 GB/s CUMSUM(type=f32,ne=[131072,1,1,1]): 8191 runs - 210.15 us/run - 1024 kB/run - 4.65 GB/s CUMSUM(type=f32,ne=[200000,1,1,1]): 8191 runs - 318.22 us/run - 1562 kB/run - 4.68 GB/s CUMSUM(type=f32,ne=[2000000,1,1,1]): 2148 runs - 3142.23 us/run - 15625 kB/run - 4.74 GB/s CUMSUM(type=f32,ne=[128,4,1,1]): 303067 runs - 3.34 us/run - 4 kB/run - 1.14 GB/s CUMSUM(type=f32,ne=[1024,4,1,1]): 253921 runs - 4.03 us/run - 32 kB/run - 7.58 GB/s CUMSUM(type=f32,ne=[4096,4,1,1]): 122865 runs - 8.20 us/run - 128 kB/run - 14.89 GB/s CUMSUM(type=f32,ne=[8192,4,1,1]): 73719 runs - 14.96 us/run - 256 kB/run - 16.32 GB/s CUMSUM(type=f32,ne=[16384,4,1,1]): 40955 runs - 28.66 us/run - 512 kB/run - 17.04 GB/s CUMSUM(type=f32,ne=[32768,4,1,1]): 24573 runs - 54.21 us/run - 1024 kB/run - 18.01 GB/s CUMSUM(type=f32,ne=[65536,4,1,1]): 16382 runs - 106.49 us/run - 2048 kB/run - 18.34 GB/s CUMSUM(type=f32,ne=[131072,4,1,1]): 8191 runs - 210.88 us/run - 4096 kB/run - 18.52 GB/s CUMSUM(type=f32,ne=[200000,4,1,1]): 5369 runs - 321.77 us/run - 6250 kB/run - 18.53 GB/s CUMSUM(type=f32,ne=[2000000,4,1,1]): 537 runs - 3191.79 us/run - 62500 kB/run - 18.69 GB/s CUMSUM(type=f32,ne=[128,8,1,1]): 376786 runs - 2.67 us/run - 8 kB/run - 2.86 GB/s CUMSUM(type=f32,ne=[1024,8,1,1]): 245730 runs - 4.10 us/run - 64 kB/run - 14.90 GB/s CUMSUM(type=f32,ne=[4096,8,1,1]): 122865 runs - 8.20 us/run - 256 kB/run - 29.79 GB/s CUMSUM(type=f32,ne=[8192,8,1,1]): 65528 runs - 16.38 us/run - 512 kB/run - 29.82 GB/s CUMSUM(type=f32,ne=[16384,8,1,1]): 40955 runs - 28.69 us/run - 1024 kB/run - 34.04 GB/s CUMSUM(type=f32,ne=[32768,8,1,1]): 24573 runs - 55.28 us/run - 2048 kB/run - 35.33 GB/s CUMSUM(type=f32,ne=[65536,8,1,1]): 16382 runs - 108.50 us/run - 4096 kB/run - 36.00 GB/s CUMSUM(type=f32,ne=[131072,8,1,1]): 8194 runs - 213.75 us/run - 8192 kB/run - 36.55 GB/s CUMSUM(type=f32,ne=[200000,8,1,1]): 5370 runs - 326.31 us/run - 12500 kB/run - 36.54 GB/s CUMSUM(type=f32,ne=[2000000,8,1,1]): 538 runs - 3252.68 us/run - 125000 kB/run - 36.72 GB/s CUMSUM(type=f32,ne=[128,16,1,1]): 303067 runs - 3.32 us/run - 16 kB/run - 4.60 GB/s CUMSUM(type=f32,ne=[1024,16,1,1]): 253921 runs - 4.06 us/run - 128 kB/run - 30.09 GB/s CUMSUM(type=f32,ne=[4096,16,1,1]): 122865 runs - 8.20 us/run - 512 kB/run - 59.57 GB/s CUMSUM(type=f32,ne=[8192,16,1,1]): 65528 runs - 16.38 us/run - 1024 kB/run - 59.63 GB/s CUMSUM(type=f32,ne=[16384,16,1,1]): 40955 runs - 28.69 us/run - 2048 kB/run - 68.09 GB/s CUMSUM(type=f32,ne=[32768,16,1,1]): 24573 runs - 55.28 us/run - 4096 kB/run - 70.67 GB/s CUMSUM(type=f32,ne=[65536,16,1,1]): 12291 runs - 108.50 us/run - 8192 kB/run - 72.02 GB/s CUMSUM(type=f32,ne=[131072,16,1,1]): 6147 runs - 213.60 us/run - 16384 kB/run - 73.17 GB/s CUMSUM(type=f32,ne=[200000,16,1,1]): 4029 runs - 326.04 us/run - 25000 kB/run - 73.15 GB/s CUMSUM(type=f32,ne=[2000000,16,1,1]): 270 runs - 5458.69 us/run - 250000 kB/run - 43.84 GB/s ---- Numbers after: Backend 1/3: CUDA0 Device description: NVIDIA RTX 6000 Ada Generation Device memory: 48510 MB (48039 MB free) CUMSUM(type=f32,ne=[128,128,4,4]): 311258 runs - 3.25 us/run - 2048 kB/run - 601.62 GB/s CUMSUM(type=f32,ne=[2048,16,5,4]): 229390 runs - 4.40 us/run - 5120 kB/run - 1110.14 GB/s CUMSUM(type=f32,ne=[20000,10,4,1]): 37583 runs - 29.67 us/run - 6250 kB/run - 200.89 GB/s CUMSUM(type=f32,ne=[128,1,1,1]): 892819 runs - 1.12 us/run - 1 kB/run - 0.85 GB/s CUMSUM(type=f32,ne=[1024,1,1,1]): 458696 runs - 2.21 us/run - 8 kB/run - 3.45 GB/s CUMSUM(type=f32,ne=[4096,1,1,1]): 376786 runs - 2.66 us/run - 32 kB/run - 11.46 GB/s CUMSUM(type=f32,ne=[8192,1,1,1]): 393168 runs - 2.59 us/run - 64 kB/run - 23.57 GB/s CUMSUM(type=f32,ne=[16384,1,1,1]): 393168 runs - 2.59 us/run - 128 kB/run - 47.15 GB/s CUMSUM(type=f32,ne=[32768,1,1,1]): 376786 runs - 2.69 us/run - 256 kB/run - 90.69 GB/s CUMSUM(type=f32,ne=[65536,1,1,1]): 327640 runs - 3.06 us/run - 512 kB/run - 159.65 GB/s CUMSUM(type=f32,ne=[131072,1,1,1]): 311258 runs - 3.28 us/run - 1024 kB/run - 297.77 GB/s CUMSUM(type=f32,ne=[200000,1,1,1]): 270303 runs - 3.74 us/run - 1562 kB/run - 398.14 GB/s CUMSUM(type=f32,ne=[2000000,1,1,1]): 137472 runs - 7.35 us/run - 15625 kB/run - 2026.94 GB/s CUMSUM(type=f32,ne=[128,4,1,1]): 876437 runs - 1.14 us/run - 4 kB/run - 3.33 GB/s CUMSUM(type=f32,ne=[1024,4,1,1]): 442314 runs - 2.28 us/run - 32 kB/run - 13.39 GB/s CUMSUM(type=f32,ne=[4096,4,1,1]): 155629 runs - 6.69 us/run - 128 kB/run - 18.24 GB/s CUMSUM(type=f32,ne=[8192,4,1,1]): 81910 runs - 12.53 us/run - 256 kB/run - 19.49 GB/s CUMSUM(type=f32,ne=[16384,4,1,1]): 49146 runs - 24.18 us/run - 512 kB/run - 20.20 GB/s CUMSUM(type=f32,ne=[32768,4,1,1]): 65528 runs - 15.34 us/run - 1024 kB/run - 63.66 GB/s CUMSUM(type=f32,ne=[65536,4,1,1]): 73719 runs - 14.76 us/run - 2048 kB/run - 132.35 GB/s CUMSUM(type=f32,ne=[131072,4,1,1]): 65528 runs - 16.01 us/run - 4096 kB/run - 244.07 GB/s CUMSUM(type=f32,ne=[200000,4,1,1]): 64428 runs - 16.51 us/run - 6250 kB/run - 360.97 GB/s CUMSUM(type=f32,ne=[2000000,4,1,1]): 33831 runs - 29.59 us/run - 62500 kB/run - 2016.08 GB/s CUMSUM(type=f32,ne=[128,8,1,1]): 868246 runs - 1.16 us/run - 8 kB/run - 6.59 GB/s CUMSUM(type=f32,ne=[1024,8,1,1]): 442314 runs - 2.28 us/run - 64 kB/run - 26.76 GB/s CUMSUM(type=f32,ne=[4096,8,1,1]): 155629 runs - 6.69 us/run - 256 kB/run - 36.48 GB/s CUMSUM(type=f32,ne=[8192,8,1,1]): 81910 runs - 12.53 us/run - 512 kB/run - 38.97 GB/s CUMSUM(type=f32,ne=[16384,8,1,1]): 49146 runs - 24.17 us/run - 1024 kB/run - 40.41 GB/s CUMSUM(type=f32,ne=[32768,8,1,1]): 24573 runs - 47.53 us/run - 2048 kB/run - 41.10 GB/s CUMSUM(type=f32,ne=[65536,8,1,1]): 16382 runs - 61.25 us/run - 4096 kB/run - 63.77 GB/s CUMSUM(type=f32,ne=[131072,8,1,1]): 32776 runs - 31.79 us/run - 8192 kB/run - 245.82 GB/s CUMSUM(type=f32,ne=[200000,8,1,1]): 32220 runs - 32.90 us/run - 12500 kB/run - 362.35 GB/s CUMSUM(type=f32,ne=[2000000,8,1,1]): 6725 runs - 151.99 us/run - 125000 kB/run - 785.77 GB/s CUMSUM(type=f32,ne=[128,16,1,1]): 851864 runs - 1.18 us/run - 16 kB/run - 12.97 GB/s CUMSUM(type=f32,ne=[1024,16,1,1]): 442314 runs - 2.30 us/run - 128 kB/run - 53.13 GB/s CUMSUM(type=f32,ne=[4096,16,1,1]): 155629 runs - 6.68 us/run - 512 kB/run - 73.13 GB/s CUMSUM(type=f32,ne=[8192,16,1,1]): 81910 runs - 12.68 us/run - 1024 kB/run - 77.00 GB/s CUMSUM(type=f32,ne=[16384,16,1,1]): 40955 runs - 24.56 us/run - 2048 kB/run - 79.53 GB/s CUMSUM(type=f32,ne=[32768,16,1,1]): 24573 runs - 47.52 us/run - 4096 kB/run - 82.21 GB/s CUMSUM(type=f32,ne=[65536,16,1,1]): 12291 runs - 93.44 us/run - 8192 kB/run - 83.62 GB/s CUMSUM(type=f32,ne=[131072,16,1,1]): 16392 runs - 63.36 us/run - 16384 kB/run - 246.68 GB/s CUMSUM(type=f32,ne=[200000,16,1,1]): 16116 runs - 65.25 us/run - 25000 kB/run - 365.53 GB/s CUMSUM(type=f32,ne=[2000000,16,1,1]): 3375 runs - 304.46 us/run - 250000 kB/run - 785.98 GB/s Backend CUDA0: OK Backend 2/3: CUDA1 Device description: NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition Device memory: 97250 MB (96677 MB free) CUMSUM(type=f32,ne=[128,128,4,4]): 376786 runs - 2.69 us/run - 2048 kB/run - 727.04 GB/s CUMSUM(type=f32,ne=[2048,16,5,4]): 216282 runs - 4.64 us/run - 5120 kB/run - 1053.30 GB/s CUMSUM(type=f32,ne=[20000,10,4,1]): 32214 runs - 34.21 us/run - 6250 kB/run - 174.27 GB/s CUMSUM(type=f32,ne=[128,1,1,1]): 819100 runs - 1.22 us/run - 1 kB/run - 0.78 GB/s CUMSUM(type=f32,ne=[1024,1,1,1]): 409550 runs - 2.47 us/run - 8 kB/run - 3.09 GB/s CUMSUM(type=f32,ne=[4096,1,1,1]): 303067 runs - 3.31 us/run - 32 kB/run - 9.21 GB/s CUMSUM(type=f32,ne=[8192,1,1,1]): 237539 runs - 4.33 us/run - 64 kB/run - 14.08 GB/s CUMSUM(type=f32,ne=[16384,1,1,1]): 237539 runs - 4.33 us/run - 128 kB/run - 28.17 GB/s CUMSUM(type=f32,ne=[32768,1,1,1]): 188393 runs - 5.37 us/run - 256 kB/run - 45.47 GB/s CUMSUM(type=f32,ne=[65536,1,1,1]): 188393 runs - 5.41 us/run - 512 kB/run - 90.20 GB/s CUMSUM(type=f32,ne=[131072,1,1,1]): 188393 runs - 5.41 us/run - 1024 kB/run - 180.41 GB/s CUMSUM(type=f32,ne=[200000,1,1,1]): 188393 runs - 5.41 us/run - 1562 kB/run - 275.27 GB/s CUMSUM(type=f32,ne=[2000000,1,1,1]): 128880 runs - 7.76 us/run - 15625 kB/run - 1920.33 GB/s CUMSUM(type=f32,ne=[128,4,1,1]): 802718 runs - 1.26 us/run - 4 kB/run - 3.03 GB/s CUMSUM(type=f32,ne=[1024,4,1,1]): 401359 runs - 2.51 us/run - 32 kB/run - 12.18 GB/s CUMSUM(type=f32,ne=[4096,4,1,1]): 139247 runs - 7.51 us/run - 128 kB/run - 16.26 GB/s CUMSUM(type=f32,ne=[8192,4,1,1]): 73719 runs - 14.17 us/run - 256 kB/run - 17.23 GB/s CUMSUM(type=f32,ne=[16384,4,1,1]): 40955 runs - 27.37 us/run - 512 kB/run - 17.84 GB/s CUMSUM(type=f32,ne=[32768,4,1,1]): 40955 runs - 26.33 us/run - 1024 kB/run - 37.10 GB/s CUMSUM(type=f32,ne=[65536,4,1,1]): 40955 runs - 26.19 us/run - 2048 kB/run - 74.59 GB/s CUMSUM(type=f32,ne=[131072,4,1,1]): 40955 runs - 26.35 us/run - 4096 kB/run - 148.26 GB/s CUMSUM(type=f32,ne=[200000,4,1,1]): 42952 runs - 24.18 us/run - 6250 kB/run - 246.51 GB/s CUMSUM(type=f32,ne=[2000000,4,1,1]): 32757 runs - 31.01 us/run - 62500 kB/run - 1923.68 GB/s CUMSUM(type=f32,ne=[128,8,1,1]): 786336 runs - 1.28 us/run - 8 kB/run - 5.95 GB/s CUMSUM(type=f32,ne=[1024,8,1,1]): 393168 runs - 2.57 us/run - 64 kB/run - 23.73 GB/s CUMSUM(type=f32,ne=[4096,8,1,1]): 131056 runs - 7.67 us/run - 256 kB/run - 31.82 GB/s CUMSUM(type=f32,ne=[8192,8,1,1]): 73719 runs - 14.43 us/run - 512 kB/run - 33.84 GB/s CUMSUM(type=f32,ne=[16384,8,1,1]): 40955 runs - 27.90 us/run - 1024 kB/run - 35.01 GB/s CUMSUM(type=f32,ne=[32768,8,1,1]): 24573 runs - 54.63 us/run - 2048 kB/run - 35.75 GB/s CUMSUM(type=f32,ne=[65536,8,1,1]): 16382 runs - 72.24 us/run - 4096 kB/run - 54.08 GB/s CUMSUM(type=f32,ne=[131072,8,1,1]): 20485 runs - 52.66 us/run - 8192 kB/run - 148.37 GB/s CUMSUM(type=f32,ne=[200000,8,1,1]): 21480 runs - 48.00 us/run - 12500 kB/run - 248.42 GB/s CUMSUM(type=f32,ne=[2000000,8,1,1]): 16140 runs - 61.99 us/run - 125000 kB/run - 1926.51 GB/s CUMSUM(type=f32,ne=[128,16,1,1]): 786336 runs - 1.28 us/run - 16 kB/run - 11.90 GB/s CUMSUM(type=f32,ne=[1024,16,1,1]): 393168 runs - 2.57 us/run - 128 kB/run - 47.57 GB/s CUMSUM(type=f32,ne=[4096,16,1,1]): 131056 runs - 7.65 us/run - 512 kB/run - 63.83 GB/s CUMSUM(type=f32,ne=[8192,16,1,1]): 73719 runs - 14.42 us/run - 1024 kB/run - 67.74 GB/s CUMSUM(type=f32,ne=[16384,16,1,1]): 40955 runs - 27.87 us/run - 2048 kB/run - 70.09 GB/s CUMSUM(type=f32,ne=[32768,16,1,1]): 24573 runs - 54.54 us/run - 4096 kB/run - 71.63 GB/s CUMSUM(type=f32,ne=[65536,16,1,1]): 12291 runs - 107.53 us/run - 8192 kB/run - 72.66 GB/s CUMSUM(type=f32,ne=[131072,16,1,1]): 10245 runs - 105.10 us/run - 16384 kB/run - 148.70 GB/s CUMSUM(type=f32,ne=[200000,16,1,1]): 10744 runs - 95.36 us/run - 25000 kB/run - 250.11 GB/s CUMSUM(type=f32,ne=[2000000,16,1,1]): 5400 runs - 186.97 us/run - 250000 kB/run - 1279.90 GB/s --- ggml/src/ggml-cuda/cumsum.cu | 36 ++++++++++++++++++++++++++++++++++-- tests/test-backend-ops.cpp | 1 + 2 files changed, 35 insertions(+), 2 deletions(-) diff --git a/ggml/src/ggml-cuda/cumsum.cu b/ggml/src/ggml-cuda/cumsum.cu index d2f2def8bd..7aeee449ef 100644 --- a/ggml/src/ggml-cuda/cumsum.cu +++ b/ggml/src/ggml-cuda/cumsum.cu @@ -149,9 +149,32 @@ static __global__ void cumsum_kernel( } } +template +static void cumsum_cub(ggml_cuda_pool & pool, + const T * src, + T * dst, + int64_t ne, + cudaStream_t stream) { + size_t tmp_size = 0; + + // Query how much temp storage CUDA UnBound (CUB) needs + cub::DeviceScan::InclusiveSum(nullptr, // d_temp_storage (null = just query size) + tmp_size, // reference to size (will be set by CUB) + src, // input pointer + dst, // output pointer + ne, // number of elements + stream // CUDA stream to use + ); + + ggml_cuda_pool_alloc tmp_alloc(pool, tmp_size); + + // Perform the inclusive scan + cub::DeviceScan::InclusiveSum((void *) tmp_alloc.get(), tmp_size, src, dst, ne, stream); +} + template static void cumsum_cuda( - const T * src, T * dst, + [[maybe_unused]] ggml_backend_cuda_context & ctx, const T * src, T * dst, const int64_t ne00, const int64_t ne01, const int64_t ne02, const int64_t ne03, const int64_t nb00, const int64_t nb01, const int64_t nb02, const int64_t nb03, const int64_t nb0, const int64_t nb1, const int64_t nb2, const int64_t nb3, @@ -165,6 +188,15 @@ static void cumsum_cuda( if (is_contiguous) { use_cub = true; + int64_t nrows = ne01 * ne02 * ne03; + // TODO: Compare with DeviceSegmentedScan::InclusiveSegmentedSum for nrows > 1 once InclusiveSegmentedSum is released + // Heuristics were determined as part of https://github.com/ggml-org/llama.cpp/pull/17004 + if (((nrows == 1) && (ne00 > 1024)) || (ne00 / nrows > 4096)) { + for (int i=0; idata, (float *)dst->data, + ctx, (const float *)src0->data, (float *)dst->data, src0->ne[0], src0->ne[1], src0->ne[2], src0->ne[3], src0->nb[0], src0->nb[1], src0->nb[2], src0->nb[3], dst->nb[0], dst->nb[1], dst->nb[2], dst->nb[3], diff --git a/tests/test-backend-ops.cpp b/tests/test-backend-ops.cpp index 6a1b063e5a..ec1fcd8549 100644 --- a/tests/test-backend-ops.cpp +++ b/tests/test-backend-ops.cpp @@ -7736,6 +7736,7 @@ static std::vector> make_test_cases_eval() { test_cases.emplace_back(new test_cumsum(GGML_TYPE_F32, { 2048, 5, 4, 3 })); test_cases.emplace_back(new test_cumsum(GGML_TYPE_F32, { 201*1204, 1, 1, 1 })); test_cases.emplace_back(new test_cumsum(GGML_TYPE_F32, { 312*1205, 1, 1, 1 })); + test_cases.emplace_back(new test_cumsum(GGML_TYPE_F32, { 20481, 4, 1, 1 })); test_cases.emplace_back(new test_xielu()); From 30742a6ff50365073f8cef58e73fc5055c2f8a11 Mon Sep 17 00:00:00 2001 From: Georgi Gerganov Date: Fri, 5 Dec 2025 22:02:48 +0200 Subject: [PATCH 087/119] sampling : expand support (wip) --- common/arg.cpp | 2 +- common/sampling.cpp | 158 +++++++++--------- common/sampling.h | 9 +- common/speculative.cpp | 2 +- examples/speculative/speculative.cpp | 4 +- src/llama-context.cpp | 19 +-- src/llama-graph.cpp | 14 +- src/llama-graph.h | 8 +- src/llama-sampling.cpp | 16 ++ src/llama.cpp | 2 +- tests/test-backend-sampler.cpp | 6 +- tools/server/server-common.cpp | 19 ++- tools/server/server-context.cpp | 8 +- .../server/tests/unit/test_chat_completion.py | 30 ++-- .../tests/unit/test_compat_anthropic.py | 2 +- tools/server/tests/unit/test_completion.py | 17 +- 16 files changed, 167 insertions(+), 149 deletions(-) diff --git a/common/arg.cpp b/common/arg.cpp index c89023725d..7699c048b7 100644 --- a/common/arg.cpp +++ b/common/arg.cpp @@ -1533,7 +1533,7 @@ common_params_context common_params_parser_init(common_params & params, llama_ex [](common_params & params) { params.sampling.backend_sampling = true; } - ).set_sparam()); + ).set_sparam().set_env("LLAMA_ARG_BACKEND_SAMPLING")); add_opt(common_arg( {"--pooling"}, "{none,mean,cls,last,rank}", "pooling type for embeddings, use model default if unspecified", diff --git a/common/sampling.cpp b/common/sampling.cpp index 3941b5f574..8095d8ec22 100644 --- a/common/sampling.cpp +++ b/common/sampling.cpp @@ -104,9 +104,10 @@ struct ring_buffer { struct common_sampler { common_params_sampling params; - struct llama_sampler * grmr; struct llama_sampler * chain; + bool grammar; + ring_buffer prev; std::vector cur; @@ -116,7 +117,6 @@ struct common_sampler { void reset() { prev.clear(); - llama_sampler_reset(grmr); llama_sampler_reset(chain); } @@ -184,10 +184,15 @@ struct common_sampler * common_sampler_init(const struct llama_model * model, co lparams.no_perf = params.no_perf; - struct llama_sampler * grmr; + llama_sampler * chain = llama_sampler_chain_init(lparams); + + bool grammar = false; + std::vector samplers; + if (params.grammar.compare(0, 11, "%llguidance") == 0) { #ifdef LLAMA_USE_LLGUIDANCE - grmr = llama_sampler_init_llg(vocab, "lark", params.grammar.c_str()); + samplers.push_back(llama_sampler_init_llg(vocab, "lark", params.grammar.c_str())); + grammar = true; #else GGML_ABORT("llguidance (cmake -DLLAMA_LLGUIDANCE=ON) is not enabled"); #endif // LLAMA_USE_LLGUIDANCE @@ -234,26 +239,20 @@ struct common_sampler * common_sampler_init(const struct llama_model * model, co trigger_patterns_c.push_back(regex.c_str()); } - grmr = params.grammar_lazy - ? llama_sampler_init_grammar_lazy_patterns(vocab, params.grammar.c_str(), "root", - trigger_patterns_c.data(), trigger_patterns_c.size(), - trigger_tokens.data(), trigger_tokens.size()) - : llama_sampler_init_grammar(vocab, params.grammar.c_str(), "root"); - if (!grmr) { - return nullptr; + if (!params.grammar.empty()) { + if (params.grammar_lazy) { + samplers.push_back( + llama_sampler_init_grammar_lazy_patterns(vocab, params.grammar.c_str(), "root", + trigger_patterns_c.data(), trigger_patterns_c.size(), + trigger_tokens.data(), trigger_tokens.size())); + } else { + samplers.push_back(llama_sampler_init_grammar(vocab, params.grammar.c_str(), "root")); + } + + grammar = true; } } - auto * result = new common_sampler { - /* .params = */ params, - /* .grmr = */ grmr, - /* .chain = */ llama_sampler_chain_init(lparams), - /* .prev = */ ring_buffer(std::max(32, params.n_prev)), - /* .cur = */ {}, - /* .cur_p = */ {}, - }; - - std::vector samplers; if (params.has_logit_bias()) { samplers.push_back(llama_sampler_init_logit_bias(llama_vocab_n_tokens(vocab), params.logit_bias.size(), params.logit_bias.data())); } @@ -316,15 +315,23 @@ struct common_sampler * common_sampler_init(const struct llama_model * model, co } for (auto * smpl : samplers) { - llama_sampler_chain_add(result->chain, smpl); + llama_sampler_chain_add(chain, smpl); } + auto * result = new common_sampler { + /* .params = */ params, + /* .chain = */ chain, + /* .grammar = */ grammar, + /* .prev = */ ring_buffer(std::max(32, params.n_prev)), + /* .cur = */ {}, + /* .cur_p = */ {}, + }; + return result; } void common_sampler_free(struct common_sampler * gsmpl) { if (gsmpl) { - llama_sampler_free(gsmpl->grmr); llama_sampler_free(gsmpl->chain); delete gsmpl; @@ -334,11 +341,24 @@ void common_sampler_free(struct common_sampler * gsmpl) { void common_sampler_accept(struct common_sampler * gsmpl, llama_token token, bool accept_grammar) { const auto tm = gsmpl->tm(); - if (accept_grammar) { - llama_sampler_accept(gsmpl->grmr, token); - } + if (gsmpl->grammar) { + const int n_smpl = llama_sampler_chain_n(gsmpl->chain); - llama_sampler_accept(gsmpl->chain, token); + for (int i = 0; i < n_smpl; i++) { + auto * smpl = llama_sampler_chain_get(gsmpl->chain, i); + + // the grammar sampler is always the first one + if (i == 0) { + if (accept_grammar) { + llama_sampler_accept(smpl, token); + } + } else { + llama_sampler_accept(smpl, token); + } + } + } else { + llama_sampler_accept(gsmpl->chain, token); + } gsmpl->prev.push_back(token); } @@ -349,12 +369,12 @@ void common_sampler_reset(struct common_sampler * gsmpl) { struct common_sampler * common_sampler_clone(common_sampler * gsmpl) { return new common_sampler { - /* .params = */ gsmpl->params, - /* .grmr = */ llama_sampler_clone(gsmpl->grmr), - /* .chain = */ llama_sampler_clone(gsmpl->chain), - /* .prev = */ gsmpl->prev, - /* .cur = */ gsmpl->cur, - /* .cur_p = */ gsmpl->cur_p, + /* .params = */ gsmpl->params, + /* .chain = */ llama_sampler_clone(gsmpl->chain), + /* .grammar = */ gsmpl->grammar, + /* .prev = */ gsmpl->prev, + /* .cur = */ gsmpl->cur, + /* .cur_p = */ gsmpl->cur_p, }; } @@ -407,69 +427,41 @@ struct llama_sampler * common_sampler_get(const struct common_sampler * gsmpl) { return gsmpl->chain; } -llama_token common_sampler_sample(struct common_sampler * gsmpl, struct llama_context * ctx, int idx, bool grammar_first) { - // Check if a backend sampler has already sampled a token in which case we - // return that token id directly. - { - const llama_token id = llama_get_sampled_token_ith(ctx, idx); - - if (id != LLAMA_TOKEN_NULL) { - LOG_DBG("%s: Backend sampler selected token: '%d'. Will not run any CPU samplers\n", __func__, id); - return id; - } - } - +llama_token common_sampler_sample(struct common_sampler * gsmpl, struct llama_context * ctx, int idx) { llama_synchronize(ctx); // start measuring sampling time after the llama_context synchronization in order to not measure any ongoing async operations const auto tm = gsmpl->tm(); + llama_token id = LLAMA_TOKEN_NULL; + + // Check if a backend sampler has already sampled a token in which case we + // return that token id directly. + { + id = llama_get_sampled_token_ith(ctx, idx); + + if (id != LLAMA_TOKEN_NULL) { + LOG_DBG("%s: Backend sampler selected token: '%d'. Will not run any CPU samplers\n", __func__, id); + + return id; + } + } + gsmpl->set_logits(ctx, idx); - auto & grmr = gsmpl->grmr; auto & chain = gsmpl->chain; auto & cur_p = gsmpl->cur_p; // initialized by set_logits - if (grammar_first) { - llama_sampler_apply(grmr, &cur_p); - } - llama_sampler_apply(chain, &cur_p); GGML_ASSERT(cur_p.selected != -1 && "no selected token during sampling - check your sampling configuration"); - const llama_token id = cur_p.data[cur_p.selected].id; + id = cur_p.data[cur_p.selected].id; - if (grammar_first) { - return id; - } - - // check if it the sampled token fits the grammar - { - llama_token_data single_token_data = { id, 1.0f, 0.0f }; - llama_token_data_array single_token_data_array = { &single_token_data, 1, -1, false }; - - llama_sampler_apply(grmr, &single_token_data_array); - - const bool is_valid = single_token_data_array.data[0].logit != -INFINITY; - if (is_valid) { - return id; - } - } - - // resampling: - // if the token is not valid, sample again, but first apply the grammar sampler and then the sampling chain - gsmpl->set_logits(ctx, idx); - - llama_sampler_apply(grmr, &cur_p); - llama_sampler_apply(chain, &cur_p); - - GGML_ASSERT(cur_p.selected != -1 && "no selected token during re-sampling - check your sampling configuration"); - - return cur_p.data[cur_p.selected].id; + return id; } -std::vector common_sampler_sample_and_accept_n(struct common_sampler * gsmpl, struct llama_context * ctx, const std::vector & idxs, const llama_tokens & draft, bool grammar_first) { +std::vector common_sampler_sample_and_accept_n(struct common_sampler * gsmpl, struct llama_context * ctx, const std::vector & idxs, const llama_tokens & draft) { GGML_ASSERT(idxs.size() == draft.size() + 1 && "idxs.size() must be draft.size() + 1"); std::vector result; @@ -477,7 +469,7 @@ std::vector common_sampler_sample_and_accept_n(struct common_sample size_t i = 0; for (; i < draft.size(); i++) { - const llama_token id = common_sampler_sample(gsmpl, ctx, idxs[i], grammar_first); + const llama_token id = common_sampler_sample(gsmpl, ctx, idxs[i]); common_sampler_accept(gsmpl, id, true); @@ -489,7 +481,7 @@ std::vector common_sampler_sample_and_accept_n(struct common_sample } if (i == draft.size()) { - const llama_token id = common_sampler_sample(gsmpl, ctx, idxs[i], grammar_first); + const llama_token id = common_sampler_sample(gsmpl, ctx, idxs[i]); common_sampler_accept(gsmpl, id, true); @@ -499,13 +491,13 @@ std::vector common_sampler_sample_and_accept_n(struct common_sample return result; } -std::vector common_sampler_sample_and_accept_n(struct common_sampler * gsmpl, struct llama_context * ctx, const llama_tokens & draft, bool grammar_first) { +std::vector common_sampler_sample_and_accept_n(struct common_sampler * gsmpl, struct llama_context * ctx, const llama_tokens & draft) { std::vector idxs(draft.size() + 1); for (size_t i = 0; i < idxs.size(); ++i) { idxs[i] = i; } - return common_sampler_sample_and_accept_n(gsmpl, ctx, idxs, draft, grammar_first); + return common_sampler_sample_and_accept_n(gsmpl, ctx, idxs, draft); } uint32_t common_sampler_get_seed(const struct common_sampler * gsmpl) { diff --git a/common/sampling.h b/common/sampling.h index c7101032f2..ace5d3d020 100644 --- a/common/sampling.h +++ b/common/sampling.h @@ -57,10 +57,7 @@ struct llama_sampler * common_sampler_get(const struct common_sampler * gsmpl); // - check if the token fits the grammar (if any) // - if not: resample by first applying the grammar constraints and then sampling again (slower path) // -// if grammar_first is true, the grammar is applied before the samplers (slower) -// useful in cases where all the resulting candidates (not just the sampled one) must fit the grammar -// -llama_token common_sampler_sample(struct common_sampler * gsmpl, struct llama_context * ctx, int idx, bool grammar_first = false); +llama_token common_sampler_sample(struct common_sampler * gsmpl, struct llama_context * ctx, int idx); // generalized version of common_sampler_sample // @@ -78,10 +75,10 @@ llama_token common_sampler_sample(struct common_sampler * gsmpl, struct llama_co // // returns at least 1 token, up to idxs.size() // -std::vector common_sampler_sample_and_accept_n(struct common_sampler * gsmpl, struct llama_context * ctx, const std::vector & idxs, const llama_tokens & draft, bool grammar_first = false); +std::vector common_sampler_sample_and_accept_n(struct common_sampler * gsmpl, struct llama_context * ctx, const std::vector & idxs, const llama_tokens & draft); // assume idxs == [ 0, 1, 2, ..., draft.size() ] -std::vector common_sampler_sample_and_accept_n(struct common_sampler * gsmpl, struct llama_context * ctx, const llama_tokens & draft, bool grammar_first = false); +std::vector common_sampler_sample_and_accept_n(struct common_sampler * gsmpl, struct llama_context * ctx, const llama_tokens & draft); uint32_t common_sampler_get_seed(const struct common_sampler * gsmpl); diff --git a/common/speculative.cpp b/common/speculative.cpp index 3e83b0964c..1e12383ae6 100644 --- a/common/speculative.cpp +++ b/common/speculative.cpp @@ -315,7 +315,7 @@ llama_tokens common_speculative_gen_draft( for (int i = 0; i < params.n_draft; ++i) { common_batch_clear(batch); - common_sampler_sample(smpl, ctx_dft, 0, true); + common_sampler_sample(smpl, ctx_dft, 0); const auto * cur_p = common_sampler_get_candidates(smpl, true); diff --git a/examples/speculative/speculative.cpp b/examples/speculative/speculative.cpp index 89d3249431..2fb7f6374e 100644 --- a/examples/speculative/speculative.cpp +++ b/examples/speculative/speculative.cpp @@ -242,7 +242,7 @@ int main(int argc, char ** argv) { bool accept = false; if (params.sampling.temp > 0) { // stochastic verification - common_sampler_sample(smpl, ctx_tgt, drafts[s_keep].i_batch_tgt[i_dft], true); + common_sampler_sample(smpl, ctx_tgt, drafts[s_keep].i_batch_tgt[i_dft]); auto & dist_tgt = *common_sampler_get_candidates(smpl, true); @@ -491,7 +491,7 @@ int main(int argc, char ** argv) { continue; } - common_sampler_sample(drafts[s].smpl, ctx_dft, drafts[s].i_batch_dft, true); + common_sampler_sample(drafts[s].smpl, ctx_dft, drafts[s].i_batch_dft); const auto * cur_p = common_sampler_get_candidates(drafts[s].smpl, true); diff --git a/src/llama-context.cpp b/src/llama-context.cpp index e04e461858..a06b4cbd0b 100644 --- a/src/llama-context.cpp +++ b/src/llama-context.cpp @@ -63,8 +63,6 @@ llama_context::llama_context( // before the reserve passes run later in this function. This avoids a later // re-reserve when graph nodes change. if (params.samplers != nullptr && params.n_samplers > 0) { - sampling.samplers.reserve(params.n_samplers); - for (size_t i = 0; i < params.n_samplers; ++i) { const auto & config = params.samplers[i]; @@ -820,7 +818,7 @@ size_t llama_context::get_sampled_logits_count(int32_t idx) { output_reorder(); if (sampling.logits == nullptr) { - return 0; + return model.vocab.n_tokens(); } try { @@ -930,7 +928,7 @@ bool llama_context::set_sampler(llama_seq_id seq_id, llama_sampler * sampler) { } if (sampler && !can_offload) { - LLAMA_LOG_WARN("%s: sampler '%s' cannot be offloaded to the backend\n", __func__, llama_sampler_name(sampler)); + LLAMA_LOG_WARN("%s: sampler '%s' for seq_id = %d, cannot be offloaded to the backend\n", __func__, llama_sampler_name(sampler), seq_id); sampling.samplers.erase(seq_id); @@ -2977,14 +2975,15 @@ float * llama_get_logits(llama_context * ctx) { float * llama_get_logits_ith(llama_context * ctx, int32_t i) { ctx->synchronize(); - if (ctx->get_sampled_token_ith(i) != LLAMA_TOKEN_NULL) { - return nullptr; - } - if (ctx->get_sampled_probs_ith(i) != nullptr) { - return nullptr; + float * res = nullptr; + + res = ctx->get_sampled_logits_ith(i); + + if (!res) { + res = ctx->get_logits_ith(i); } - return ctx->get_logits_ith(i); + return res; } float * llama_get_embeddings(llama_context * ctx) { diff --git a/src/llama-graph.cpp b/src/llama-graph.cpp index 164195d802..2e37748f1a 100644 --- a/src/llama-graph.cpp +++ b/src/llama-graph.cpp @@ -479,11 +479,13 @@ bool llm_graph_input_sampling::can_reuse(const llm_graph_params & params) { return true; } + // TODO: this check is incorrect - it has to check against the last set of samplers that were used in the previous graph for (const auto & [seq_id, sampler] : params.samplers) { if (samplers[seq_id] != sampler) { - return false; + return false; } } + return true; } @@ -2046,7 +2048,7 @@ void llm_graph_context::build_pooling( } void llm_graph_context::build_sampling() const { - if (samplers.empty()) { + if (samplers.empty() || !res->t_logits) { return; } @@ -2080,10 +2082,10 @@ void llm_graph_context::build_sampling() const { continue; } - const int32_t row_idx = it->second; - active_samplers[seq_id] = sampler; + const int32_t row_idx = it->second; + ggml_tensor * logits_seq = ggml_view_1d(ctx0, logits_t, n_vocab, row_idx * logits_t->nb[1]); ggml_format_name(logits_seq, "logits_seq_%d", seq_id); @@ -2109,10 +2111,10 @@ void llm_graph_context::build_sampling() const { ggml_build_forward_expand(gf, data.probs); } - if (data.logits != logits_seq) { + if (data.logits != nullptr) { ggml_set_output(data.logits); res->t_sampled_logits[seq_id] = data.logits; - ggml_build_forward_expand(gf, res->t_sampled_logits[seq_id]); + ggml_build_forward_expand(gf, data.logits); } if (data.candidates != nullptr) { diff --git a/src/llama-graph.h b/src/llama-graph.h index 9090eca028..b44bb109f2 100644 --- a/src/llama-graph.h +++ b/src/llama-graph.h @@ -386,8 +386,8 @@ public: class llm_graph_input_sampling : public llm_graph_input_i { public: llm_graph_input_sampling(int32_t n_vocab, bool sorted, - std::unordered_map samplers) : - n_vocab(n_vocab), sorted_value(sorted), samplers(samplers) { } + std::unordered_map samplers) : + n_vocab(n_vocab), sorted_value(sorted), samplers(std::move(samplers)) { } virtual ~llm_graph_input_sampling() = default; void set_input(const llama_ubatch * ubatch) override; @@ -398,7 +398,7 @@ public: ggml_tensor * size = nullptr; // I32 [1] ggml_tensor * sorted = nullptr; // I32 [1] - std::unordered_map samplers; + std::unordered_map samplers; }; // @@ -434,7 +434,7 @@ struct llm_graph_params { const llama_memory_context_i * mctx; const llama_cross * cross; - std::unordered_map samplers; + std::unordered_map samplers; static bool samplers_equal( const std::unordered_map & lhs, diff --git a/src/llama-sampling.cpp b/src/llama-sampling.cpp index a37e8a8223..b961dcf487 100644 --- a/src/llama-sampling.cpp +++ b/src/llama-sampling.cpp @@ -366,23 +366,39 @@ const char * llama_sampler_name(const struct llama_sampler * smpl) { } void llama_sampler_accept(struct llama_sampler * smpl, llama_token token) { + if (!smpl) { + return; + } + if (smpl->iface->accept) { smpl->iface->accept(smpl, token); } } void llama_sampler_apply(struct llama_sampler * smpl, struct llama_token_data_array * cur_p) { + if (!smpl) { + return; + } + GGML_ASSERT(smpl->iface->apply); smpl->iface->apply(smpl, cur_p); } void llama_sampler_reset(struct llama_sampler * smpl) { + if (!smpl) { + return; + } + if (smpl->iface->reset) { smpl->iface->reset(smpl); } } struct llama_sampler * llama_sampler_clone(const struct llama_sampler * smpl) { + if (!smpl) { + return nullptr; + } + if (smpl->iface->clone) { return smpl->iface->clone(smpl); } diff --git a/src/llama.cpp b/src/llama.cpp index ab2e9868af..9fb9e20e39 100644 --- a/src/llama.cpp +++ b/src/llama.cpp @@ -39,7 +39,7 @@ const char * llama_flash_attn_type_name(enum llama_flash_attn_type flash_attn_ty struct llama_sampler_chain_params llama_sampler_chain_default_params() { struct llama_sampler_chain_params result = { - /*.no_perf =*/ true, + /*.no_perf =*/ true, }; return result; diff --git a/tests/test-backend-sampler.cpp b/tests/test-backend-sampler.cpp index 5ef5fa396c..ad73eae92a 100644 --- a/tests/test-backend-sampler.cpp +++ b/tests/test-backend-sampler.cpp @@ -749,7 +749,7 @@ static void test_backend_dist_sampling(const char * model_path) { llama_token token = llama_get_sampled_token_ith(test_ctx.ctx, batch_idx); printf("dist sampled id:%d, string:'%s'\n", token, test_ctx.token_to_piece(token, false).c_str()); GGML_ASSERT(token >= 0 && token < test_ctx.n_vocab); - GGML_ASSERT(llama_get_sampled_logits_ith(test_ctx.ctx, batch_idx) == nullptr); + //GGML_ASSERT(llama_get_sampled_logits_ith(test_ctx.ctx, batch_idx) == nullptr); token = llama_get_sampled_token_ith(test_ctx.ctx, -1); printf("dist sampled id:%d, string:'%s'\n", token, test_ctx.token_to_piece(token, false).c_str()); @@ -873,8 +873,8 @@ static void test_backend_mixed_sampling(const char * model_path) { const std::string token_str = test_ctx.token_to_piece(token, false); printf("sampled token id=%d, string='%s'\n", token, token_str.c_str()); GGML_ASSERT(token >= 0 && token < test_ctx.n_vocab); - GGML_ASSERT(llama_get_sampled_logits_ith(test_ctx.ctx, batch_idx) == nullptr); - GGML_ASSERT(llama_get_sampled_logits_count_ith(test_ctx.ctx, batch_idx) == 0); + //GGML_ASSERT(llama_get_sampled_logits_ith(test_ctx.ctx, batch_idx) == nullptr); + //GGML_ASSERT(llama_get_sampled_logits_count_ith(test_ctx.ctx, batch_idx) == 0); } // Verfiy sequence 1 that used the top-k backend sampler. diff --git a/tools/server/server-common.cpp b/tools/server/server-common.cpp index cfdd0c656f..d51e7dc02d 100644 --- a/tools/server/server-common.cpp +++ b/tools/server/server-common.cpp @@ -1394,16 +1394,21 @@ json format_response_rerank( std::vector get_token_probabilities(llama_context * ctx, int idx) { std::vector cur; + const auto * logits = llama_get_logits_ith(ctx, idx); + const llama_token * sampled_ids = llama_get_sampled_candidates_ith(ctx, idx); - const llama_model * model = llama_get_model(ctx); - const llama_vocab * vocab = llama_model_get_vocab(model); + const int n_logits = llama_get_sampled_logits_count_ith(ctx, idx); - const int n_vocab = llama_vocab_n_tokens(vocab); - - cur.resize(n_vocab); - for (llama_token token_id = 0; token_id < n_vocab; token_id++) { - cur[token_id] = llama_token_data{token_id, logits[token_id], 0.0f}; + cur.resize(n_logits); + if (sampled_ids) { + for (int i = 0; i < n_logits; i++) { + cur[i] = llama_token_data{sampled_ids[i], logits[i], 0.0f}; + } + } else { + for (llama_token token_id = 0; token_id < n_logits; token_id++) { + cur[token_id] = llama_token_data{token_id, logits[token_id], 0.0f}; + } } // sort tokens by logits diff --git a/tools/server/server-context.cpp b/tools/server/server-context.cpp index 5da8132b6f..52bad1dc2f 100644 --- a/tools/server/server-context.cpp +++ b/tools/server/server-context.cpp @@ -1003,7 +1003,12 @@ struct server_context_impl { return false; } - llama_set_sampler(ctx, slot.id, common_sampler_get(slot.smpl.get())); + // TODO: tmp until backend sampling is fully implemented + if (task.params.sampling.backend_sampling) { + llama_set_sampler(ctx, slot.id, common_sampler_get(slot.smpl.get())); + } else { + llama_set_sampler(ctx, slot.id, nullptr); + } SLT_INF(slot, "sampler chain: %s\n", common_sampler_print(slot.smpl.get()).c_str()); } @@ -1156,6 +1161,7 @@ struct server_context_impl { return slot.has_next_token; // continue } + // TODO: does not work with backend sampling void populate_token_probs(const server_slot & slot, completion_token_output & result, bool post_sampling, bool special, int idx) const { size_t n_probs = slot.task->params.sampling.n_probs; size_t n_vocab = llama_vocab_n_tokens(vocab); diff --git a/tools/server/tests/unit/test_chat_completion.py b/tools/server/tests/unit/test_chat_completion.py index aa6229c93a..c4b142f71a 100644 --- a/tools/server/tests/unit/test_chat_completion.py +++ b/tools/server/tests/unit/test_chat_completion.py @@ -13,16 +13,16 @@ def create_server(): @pytest.mark.parametrize( "model,system_prompt,user_prompt,max_tokens,re_content,n_prompt,n_predicted,finish_reason,jinja,chat_template", [ - (None, "Book", "Hey", 8, "But she couldn't", 69, 8, "length", False, None), - (None, "Book", "Hey", 8, "But she couldn't", 69, 8, "length", True, None), - (None, "Book", "What is the best book", 8, "(Suddenly)+|\\{ \" Sarax.", 77, 8, "length", False, None), - (None, "Book", "What is the best book", 8, "(Suddenly)+|\\{ \" Sarax.", 77, 8, "length", True, None), - (None, "Book", "What is the best book", 8, "(Suddenly)+|\\{ \" Sarax.", 77, 8, "length", True, 'chatml'), - (None, "Book", "What is the best book", 8, "^ blue", 23, 8, "length", True, "This is not a chat template, it is"), - ("codellama70b", "You are a coding assistant.", "Write the fibonacci function in c++.", 128, "(Aside|she|felter|alonger)+", 104, 128, "length", False, None), - ("codellama70b", "You are a coding assistant.", "Write the fibonacci function in c++.", 128, "(Aside|she|felter|alonger)+", 104, 128, "length", True, None), - (None, "Book", [{"type": "text", "text": "What is"}, {"type": "text", "text": "the best book"}], 8, "Whillicter", 79, 8, "length", False, None), - (None, "Book", [{"type": "text", "text": "What is"}, {"type": "text", "text": "the best book"}], 8, "Whillicter", 79, 8, "length", True, None), + (None, "Book", "Hey", 8, "But she couldn't|Some of her", 69, 8, "length", False, None), + (None, "Book", "Hey", 8, "But she couldn't|Some of her", 69, 8, "length", True, None), + (None, "Book", "What is the best book", 8, "(Suddenly)+|\\{ \" Sarax.|Timmy", 77, 8, "length", False, None), + (None, "Book", "What is the best book", 8, "(Suddenly)+|\\{ \" Sarax.|Timmy", 77, 8, "length", True, None), + (None, "Book", "What is the best book", 8, "(Suddenly)+|\\{ \" Sarax.|Timmy", 77, 8, "length", True, 'chatml'), + (None, "Book", "What is the best book", 8, "^ blue|very teaful", 23, 8, "length", True, "This is not a chat template, it is"), + ("codellama70b", "You are a coding assistant.", "Write the fibonacci function in c++.", 128, "(Aside|she|felter|alonger|shake)+", 104, 128, "length", False, None), + ("codellama70b", "You are a coding assistant.", "Write the fibonacci function in c++.", 128, "(Aside|she|felter|alonger|shake)+", 104, 128, "length", True, None), + (None, "Book", [{"type": "text", "text": "What is"}, {"type": "text", "text": "the best book"}], 8, "Whillicter|Some", 79, 8, "length", False, None), + (None, "Book", [{"type": "text", "text": "What is"}, {"type": "text", "text": "the best book"}], 8, "Whillicter|Some", 79, 8, "length", True, None), ] ) def test_chat_completion(model, system_prompt, user_prompt, max_tokens, re_content, n_prompt, n_predicted, finish_reason, jinja, chat_template): @@ -54,8 +54,8 @@ def test_chat_completion(model, system_prompt, user_prompt, max_tokens, re_conte @pytest.mark.parametrize( "system_prompt,user_prompt,max_tokens,re_content,n_prompt,n_predicted,finish_reason", [ - ("Book", "What is the best book", 8, "(Suddenly)+", 77, 8, "length"), - ("You are a coding assistant.", "Write the fibonacci function in c++.", 128, "(Aside|she|felter|alonger)+", 104, 128, "length"), + ("Book", "What is the best book", 8, "(Suddenly)+|Timmy", 77, 8, "length"), + ("You are a coding assistant.", "Write the fibonacci function in c++.", 128, "(Aside|she|felter|alonger|shake)+", 104, 128, "length"), ] ) def test_chat_completion_stream(system_prompt, user_prompt, max_tokens, re_content, n_prompt, n_predicted, finish_reason): @@ -115,7 +115,7 @@ def test_chat_completion_with_openai_library(): assert res.system_fingerprint is not None and res.system_fingerprint.startswith("b") assert res.choices[0].finish_reason == "length" assert res.choices[0].message.content is not None - assert match_regex("(Suddenly)+", res.choices[0].message.content) + assert match_regex("(Suddenly)+|Timmy", res.choices[0].message.content) def test_chat_template(): @@ -301,7 +301,7 @@ def test_logprobs(): client = OpenAI(api_key="dummy", base_url=f"http://{server.server_host}:{server.server_port}/v1") res = client.chat.completions.create( model="gpt-3.5-turbo-instruct", - temperature=0.0, + temperature=1.0, messages=[ {"role": "system", "content": "Book"}, {"role": "user", "content": "What is the best book"}, @@ -328,7 +328,7 @@ def test_logprobs_stream(): client = OpenAI(api_key="dummy", base_url=f"http://{server.server_host}:{server.server_port}/v1") res = client.chat.completions.create( model="gpt-3.5-turbo-instruct", - temperature=0.0, + temperature=1.0, messages=[ {"role": "system", "content": "Book"}, {"role": "user", "content": "What is the best book"}, diff --git a/tools/server/tests/unit/test_compat_anthropic.py b/tools/server/tests/unit/test_compat_anthropic.py index d55dd1d945..e0a003557e 100644 --- a/tools/server/tests/unit/test_compat_anthropic.py +++ b/tools/server/tests/unit/test_compat_anthropic.py @@ -684,7 +684,7 @@ def test_anthropic_streaming_content_block_indices(): # Request that might produce both text and tool use res = server.make_stream_request("POST", "/v1/messages", data={ "model": "test", - "max_tokens": 200, + "max_tokens": 400, "stream": True, "tools": [{ "name": "test_tool", diff --git a/tools/server/tests/unit/test_completion.py b/tools/server/tests/unit/test_completion.py index ef1757db21..4291715af5 100644 --- a/tools/server/tests/unit/test_completion.py +++ b/tools/server/tests/unit/test_completion.py @@ -17,7 +17,7 @@ def create_server(): server = ServerPreset.tinyllama2() @pytest.mark.parametrize("prompt,n_predict,re_content,n_prompt,n_predicted,truncated,return_tokens", [ - ("I believe the meaning of life is", 8, "(going|bed)+", 18, 8, False, False), + ("I believe the meaning of life is", 8, "(going|bed)+|froze and every", 18, 8, False, False), ("Write a joke about AI from a very long prompt which will not be truncated", 64, "(princesses|everyone|kids|Anna|forest)+", 46, 64, False, True), ]) def test_completion(prompt: str, n_predict: int, re_content: str, n_prompt: int, n_predicted: int, truncated: bool, return_tokens: bool): @@ -42,7 +42,7 @@ def test_completion(prompt: str, n_predict: int, re_content: str, n_prompt: int, @pytest.mark.parametrize("prompt,n_predict,re_content,n_prompt,n_predicted,truncated", [ - ("I believe the meaning of life is", 8, "(going|bed)+", 18, 8, False), + ("I believe the meaning of life is", 8, "(going|bed)+|froze and every", 18, 8, False), ("Write a joke about AI from a very long prompt which will not be truncated", 64, "(princesses|everyone|kids|Anna|forest)+", 46, 64, False), ]) def test_completion_stream(prompt: str, n_predict: int, re_content: str, n_prompt: int, n_predicted: int, truncated: bool): @@ -103,7 +103,7 @@ def test_completion_with_openai_library(): assert res.system_fingerprint is not None and res.system_fingerprint.startswith("b") assert res.choices[0].finish_reason == "length" assert res.choices[0].text is not None - assert match_regex("(going|bed)+", res.choices[0].text) + assert match_regex("(going|bed)+|froze and every", res.choices[0].text) def test_completion_stream_with_openai_library(): @@ -122,7 +122,7 @@ def test_completion_stream_with_openai_library(): if choice.finish_reason is None: assert choice.text is not None output_text += choice.text - assert match_regex("(going|bed)+", output_text) + assert match_regex("(going|bed)+|froze and every", output_text) # Test case from https://github.com/ggml-org/llama.cpp/issues/13780 @@ -146,7 +146,7 @@ def test_completion_stream_with_openai_library_stops(): if choice.finish_reason is None: assert choice.text is not None output_text += choice.text - assert match_regex("Sure, here's one for[\\s\\S]*", output_text), f'Unexpected output: {output_text}' + assert match_regex("Sure, here's one for[\\s\\S]*|Sure thing..Why don't", output_text), f'Unexpected output: {output_text}' @pytest.mark.parametrize("n_slots", [1, 2]) @@ -441,7 +441,7 @@ def test_n_probs(): res = server.make_request("POST", "/completion", data={ "prompt": "I believe the meaning of life is", "n_probs": 10, - "temperature": 0.0, + "temperature": 1.0, "n_predict": 5, }) assert res.status_code == 200 @@ -466,7 +466,7 @@ def test_n_probs_stream(): res = server.make_stream_request("POST", "/completion", data={ "prompt": "I believe the meaning of life is", "n_probs": 10, - "temperature": 0.0, + "temperature": 1.0, "n_predict": 5, "stream": True, }) @@ -487,13 +487,14 @@ def test_n_probs_stream(): assert "bytes" in prob and type(prob["bytes"]) == list +# TODO: this does not work with backend sampling def test_n_probs_post_sampling(): global server server.start() res = server.make_request("POST", "/completion", data={ "prompt": "I believe the meaning of life is", "n_probs": 10, - "temperature": 0.0, + "temperature": 1.0, "n_predict": 5, "post_sampling_probs": True, }) From 52258181dabbcd9cca471378c270421ba069b597 Mon Sep 17 00:00:00 2001 From: Georgi Gerganov Date: Sat, 6 Dec 2025 17:11:15 +0200 Subject: [PATCH 088/119] tests : fix memory leaks --- tests/test-backend-sampler.cpp | 29 +++++++++++++++++++++++++++-- 1 file changed, 27 insertions(+), 2 deletions(-) diff --git a/tests/test-backend-sampler.cpp b/tests/test-backend-sampler.cpp index ad73eae92a..7c33d0374c 100644 --- a/tests/test-backend-sampler.cpp +++ b/tests/test-backend-sampler.cpp @@ -266,7 +266,6 @@ struct test_model_context { if (model) { llama_model_free(model); } - llama_backend_free(); ctx = nullptr; model = nullptr; @@ -754,6 +753,9 @@ static void test_backend_dist_sampling(const char * model_path) { token = llama_get_sampled_token_ith(test_ctx.ctx, -1); printf("dist sampled id:%d, string:'%s'\n", token, test_ctx.token_to_piece(token, false).c_str()); GGML_ASSERT(token >= 0 && token < test_ctx.n_vocab); + + llama_sampler_free(backend_sampler_chain); + printf("backend dist sampling test PASSED\n"); } static void test_backend_dist_sampling_and_cpu(const char * model_path) { @@ -785,6 +787,11 @@ static void test_backend_dist_sampling_and_cpu(const char * model_path) { llama_token cpu_token = llama_sampler_sample(chain, test_ctx.ctx, batch_idx); printf("dist & cpu sampled id:%d, string:'%s'\n", cpu_token, test_ctx.token_to_piece(cpu_token, false).c_str()); GGML_ASSERT(backend_token == cpu_token); + + llama_sampler_free(backend_sampler_chain); + llama_sampler_free(chain); + + printf("backend dist & cpu sampling test PASSED\n"); } static void test_backend_logit_bias_sampling(const char * model_path) { @@ -832,6 +839,8 @@ static void test_backend_logit_bias_sampling(const char * model_path) { const std::string backend_token_str = test_ctx.token_to_piece(backend_token, false); printf("logit bias sampled token = %d, string='%s'\n", backend_token, backend_token_str.c_str()); GGML_ASSERT(backend_token == bias_token); + + llama_sampler_free(backend_sampler_chain); } // This test verifies that it is possible to have two different backend sampler, @@ -887,6 +896,9 @@ static void test_backend_mixed_sampling(const char * model_path) { GGML_ASSERT(llama_get_sampled_token_ith(test_ctx.ctx, batch_idx) == LLAMA_TOKEN_NULL); } + llama_sampler_free(sampler_chain_0); + llama_sampler_free(sampler_chain_1); + printf("backend mixed sampling test PASSED\n"); } @@ -954,6 +966,12 @@ static void test_backend_set_sampler(const char * model_path) { llama_token new_backend_token = llama_get_sampled_token_ith(test_ctx.ctx, test_ctx.idx_for_seq(seq_id)); const std::string new_backend_token_str = test_ctx.token_to_piece(new_backend_token, false); printf("dist sampled token = %d, string='%s'\n", new_backend_token, new_backend_token_str.c_str()); + + llama_sampler_free(backend_sampler_chain); + llama_sampler_free(chain); + llama_sampler_free(new_backend_sampler_chain); + + printf("backend set sampler test PASSED\n"); } static void test_backend_cpu_mixed_batch(const char * model_path) { @@ -1032,7 +1050,7 @@ static void test_backend_cpu_mixed_batch(const char * model_path) { // Set a backend sampler so that we can verify that it can be reset { struct llama_sampler_chain_params chain_params = llama_sampler_chain_default_params(); - struct llama_sampler * sampler_chain= llama_sampler_chain_init(chain_params); + struct llama_sampler * sampler_chain = llama_sampler_chain_init(chain_params); llama_sampler_chain_add(sampler_chain, llama_sampler_init_dist(88)); llama_set_sampler(test_ctx.ctx, 0, sampler_chain); @@ -1046,8 +1064,12 @@ static void test_backend_cpu_mixed_batch(const char * model_path) { const std::string token_str = test_ctx.token_to_piece(token, false); printf("re-added backend sampled token id=%d, string='%s'\n", token, token_str.c_str()); GGML_ASSERT(token >= 0 && token < test_ctx.n_vocab); + + llama_sampler_free(sampler_chain); } + llama_sampler_free(sampler_chain_0); + printf("backend-cpu mixed batch test PASSED\n"); } @@ -1089,6 +1111,9 @@ static void test_backend_max_outputs(const char * model_path) { GGML_ASSERT(ret != 0 && "llama_decode should not succeed multiple outputs per sequence"); printf("<<< test_max_outputs expected error end.\n"); llama_batch_free(batch); + + llama_sampler_free(backend_sampler_chain); + printf("backend max outputs test PASSED\n"); } struct backend_test_case { From 8ef5f900db54408e659a3da242b431b3f8586245 Mon Sep 17 00:00:00 2001 From: Georgi Gerganov Date: Sun, 7 Dec 2025 12:52:25 +0200 Subject: [PATCH 089/119] cont : fixes --- common/arg.cpp | 2 +- ggml/src/ggml-cuda/cumsum.cu | 4 ++- src/llama-graph.cpp | 36 ++++++++++++++++--- src/llama-graph.h | 1 + src/llama-model.cpp | 2 ++ src/llama-sampling.cpp | 18 ++++------ .../server/tests/unit/test_chat_completion.py | 2 +- tools/server/tests/unit/test_completion.py | 10 +++--- 8 files changed, 52 insertions(+), 23 deletions(-) diff --git a/common/arg.cpp b/common/arg.cpp index 7699c048b7..888c52eaa1 100644 --- a/common/arg.cpp +++ b/common/arg.cpp @@ -1286,7 +1286,7 @@ common_params_context common_params_parser_init(common_params & params, llama_ex params.sampling.top_k = value; params.sampling.user_sampling_config |= common_params_sampling_config::COMMON_PARAMS_SAMPLING_CONFIG_TOP_K; } - ).set_sparam()); + ).set_sparam().set_env("LLAMA_ARG_TOP_K")); add_opt(common_arg( {"--top-p"}, "N", string_format("top-p sampling (default: %.1f, 1.0 = disabled)", (double)params.sampling.top_p), diff --git a/ggml/src/ggml-cuda/cumsum.cu b/ggml/src/ggml-cuda/cumsum.cu index 7aeee449ef..27e185bc58 100644 --- a/ggml/src/ggml-cuda/cumsum.cu +++ b/ggml/src/ggml-cuda/cumsum.cu @@ -149,6 +149,7 @@ static __global__ void cumsum_kernel( } } +#ifdef GGML_CUDA_USE_CUB template static void cumsum_cub(ggml_cuda_pool & pool, const T * src, @@ -171,6 +172,7 @@ static void cumsum_cub(ggml_cuda_pool & pool, // Perform the inclusive scan cub::DeviceScan::InclusiveSum((void *) tmp_alloc.get(), tmp_size, src, dst, ne, stream); } +#endif // GGML_CUDA_USE_CUB template static void cumsum_cuda( @@ -188,7 +190,7 @@ static void cumsum_cuda( if (is_contiguous) { use_cub = true; - int64_t nrows = ne01 * ne02 * ne03; + int64_t nrows = ne01 * ne02 * ne03; // TODO: Compare with DeviceSegmentedScan::InclusiveSegmentedSum for nrows > 1 once InclusiveSegmentedSum is released // Heuristics were determined as part of https://github.com/ggml-org/llama.cpp/pull/17004 if (((nrows == 1) && (ne00 > 1024)) || (ne00 / nrows > 4096)) { diff --git a/src/llama-graph.cpp b/src/llama-graph.cpp index 2e37748f1a..00e7f906e0 100644 --- a/src/llama-graph.cpp +++ b/src/llama-graph.cpp @@ -537,6 +537,38 @@ void llm_graph_result::set_inputs(const llama_ubatch * ubatch) { } } +void llm_graph_result::set_outputs() { + if (t_logits != nullptr) { + ggml_set_output(t_logits); + } + if (t_embd != nullptr) { + ggml_set_output(t_embd); + } + if (t_embd_pooled != nullptr) { + ggml_set_output(t_embd_pooled); + } + for (auto & [seq_id, t] : t_sampled) { + if (t != nullptr) { + ggml_set_output(t); + } + } + for (auto & [seq_id, t] : t_sampled_probs) { + if (t != nullptr) { + ggml_set_output(t); + } + } + for (auto & [seq_id, t] : t_sampled_logits) { + if (t != nullptr) { + ggml_set_output(t); + } + } + for (auto & [seq_id, t] : t_candidates) { + if (t != nullptr) { + ggml_set_output(t); + } + } +} + bool llm_graph_result::can_reuse(const llm_graph_params & params) { if (!this->params.allow_reuse(params)) { if (debug > 1) { @@ -2100,25 +2132,21 @@ void llm_graph_context::build_sampling() const { sampler->iface->backend_apply(sampler, ctx0, gf, &data); if (data.sampled != nullptr) { - ggml_set_output(data.sampled); res->t_sampled[seq_id] = data.sampled; ggml_build_forward_expand(gf, data.sampled); } if (data.probs != nullptr) { - ggml_set_output(data.probs); res->t_sampled_probs[seq_id] = data.probs; ggml_build_forward_expand(gf, data.probs); } if (data.logits != nullptr) { - ggml_set_output(data.logits); res->t_sampled_logits[seq_id] = data.logits; ggml_build_forward_expand(gf, data.logits); } if (data.candidates != nullptr) { - ggml_set_output(data.candidates); res->t_candidates[seq_id] = data.candidates; ggml_build_forward_expand(gf, data.candidates); } diff --git a/src/llama-graph.h b/src/llama-graph.h index b44bb109f2..006cae3c84 100644 --- a/src/llama-graph.h +++ b/src/llama-graph.h @@ -523,6 +523,7 @@ public: void reset(); void set_inputs(const llama_ubatch * ubatch); + void set_outputs(); // try to update the existing graph result using the new graph parameters in order to reuse it // this can only be done if we determine that the resulting graph using the new graph parameters diff --git a/src/llama-model.cpp b/src/llama-model.cpp index 7a7c581c73..9e05cf0a80 100644 --- a/src/llama-model.cpp +++ b/src/llama-model.cpp @@ -7581,6 +7581,8 @@ ggml_cgraph * llama_model::build_graph(const llm_graph_params & params) const { // TODO: move reranking logic here and generalize llm->build_dense_out(dense_2_out_layers, dense_3_out_layers); + llm->res->set_outputs(); + return llm->res->get_gf(); } diff --git a/src/llama-sampling.cpp b/src/llama-sampling.cpp index b961dcf487..ec1812b067 100644 --- a/src/llama-sampling.cpp +++ b/src/llama-sampling.cpp @@ -1367,7 +1367,7 @@ static void llama_sampler_top_p_backend_apply( struct llama_sampler_data * data) { auto * sctx = (llama_sampler_top_p *) smpl->ctx; - auto ggml_sort = [& ctx](struct ggml_tensor * a, struct ggml_tensor * b) { + auto ggml_sort = [ctx](struct ggml_tensor * a, struct ggml_tensor * b) { GGML_ASSERT(ggml_nrows(a) == 1); struct ggml_tensor * a_reshaped = ggml_reshape_2d(ctx, a, 1, a->ne[0]); struct ggml_tensor * a_sorted = ggml_get_rows(ctx, a_reshaped, b); @@ -1386,7 +1386,7 @@ static void llama_sampler_top_p_backend_apply( ggml_set_name(softmax, "top_p_softmax"); // If candidates are provided, sort them as well. Otherwise, set sorted indices as candidates. - if (data->candidates != nullptr) { + if (data->candidates) { data->candidates = ggml_sort(data->candidates, sorted_idx); } else { data->candidates = sorted_idx; @@ -1412,8 +1412,9 @@ static void llama_sampler_top_p_backend_apply( // Make top-p inclusive (i.e. return all values such that cum_sum/cdf >= p) struct ggml_tensor * mask_reshaped = ggml_reshape_2d(ctx, mask, 1, mask->ne[0]); // construct ones tensor to set the value in the mask - struct ggml_tensor * ones = ggml_dup_tensor(ctx, mask_reshaped); - ones = ggml_clamp(ctx, ones, 1.0f, 1.0f); + struct ggml_tensor * ones = ggml_clamp(ctx, mask_reshaped, 1.0f, 1.0f); + ggml_set_name(ones, "top_p_ones"); + mask_reshaped = ggml_set_rows(ctx, mask_reshaped, ones, ggml_cast(ctx, ggml_repeat(ctx, idxf, mask), GGML_TYPE_I32)); mask = ggml_reshape_1d(ctx, mask_reshaped, mask->ne[0]); @@ -1780,12 +1781,7 @@ static void llama_sampler_backend_temp_sampling( return; } - struct ggml_tensor * scaled = ggml_scale(ctx, data->logits, 1.0f / temp); - ggml_set_name(scaled, "temp_scaled"); - - // Make sure the scaled tensor is contiguous for subsequent operations - data->logits = ggml_cont(ctx, scaled); - ggml_set_name(data->logits, "temp_scaled_logits"); + data->logits = ggml_scale(ctx, data->logits, 1.0f / temp); GGML_UNUSED(gf); } @@ -3278,7 +3274,7 @@ static void llama_sampler_logit_bias_backend_apply( } // Add the sparse logit logit_bias to the logits - struct ggml_tensor * logit_biased = ggml_add_inplace(ctx, data->logits, sctx->inp_logit_bias); + struct ggml_tensor * logit_biased = ggml_add(ctx, data->logits, sctx->inp_logit_bias); data->logits = logit_biased; } diff --git a/tools/server/tests/unit/test_chat_completion.py b/tools/server/tests/unit/test_chat_completion.py index c4b142f71a..b22f82ae26 100644 --- a/tools/server/tests/unit/test_chat_completion.py +++ b/tools/server/tests/unit/test_chat_completion.py @@ -18,7 +18,7 @@ def create_server(): (None, "Book", "What is the best book", 8, "(Suddenly)+|\\{ \" Sarax.|Timmy", 77, 8, "length", False, None), (None, "Book", "What is the best book", 8, "(Suddenly)+|\\{ \" Sarax.|Timmy", 77, 8, "length", True, None), (None, "Book", "What is the best book", 8, "(Suddenly)+|\\{ \" Sarax.|Timmy", 77, 8, "length", True, 'chatml'), - (None, "Book", "What is the best book", 8, "^ blue|very teaful", 23, 8, "length", True, "This is not a chat template, it is"), + (None, "Book", "What is the best book", 8, "^ blue|very teaful|very busy", 23, 8, "length", True, "This is not a chat template, it is"), ("codellama70b", "You are a coding assistant.", "Write the fibonacci function in c++.", 128, "(Aside|she|felter|alonger|shake)+", 104, 128, "length", False, None), ("codellama70b", "You are a coding assistant.", "Write the fibonacci function in c++.", 128, "(Aside|she|felter|alonger|shake)+", 104, 128, "length", True, None), (None, "Book", [{"type": "text", "text": "What is"}, {"type": "text", "text": "the best book"}], 8, "Whillicter|Some", 79, 8, "length", False, None), diff --git a/tools/server/tests/unit/test_completion.py b/tools/server/tests/unit/test_completion.py index 4291715af5..f146d6475c 100644 --- a/tools/server/tests/unit/test_completion.py +++ b/tools/server/tests/unit/test_completion.py @@ -17,7 +17,7 @@ def create_server(): server = ServerPreset.tinyllama2() @pytest.mark.parametrize("prompt,n_predict,re_content,n_prompt,n_predicted,truncated,return_tokens", [ - ("I believe the meaning of life is", 8, "(going|bed)+|froze and every", 18, 8, False, False), + ("I believe the meaning of life is", 8, "(going|bed)+|froze and every|froze and bri", 18, 8, False, False), ("Write a joke about AI from a very long prompt which will not be truncated", 64, "(princesses|everyone|kids|Anna|forest)+", 46, 64, False, True), ]) def test_completion(prompt: str, n_predict: int, re_content: str, n_prompt: int, n_predicted: int, truncated: bool, return_tokens: bool): @@ -42,7 +42,7 @@ def test_completion(prompt: str, n_predict: int, re_content: str, n_prompt: int, @pytest.mark.parametrize("prompt,n_predict,re_content,n_prompt,n_predicted,truncated", [ - ("I believe the meaning of life is", 8, "(going|bed)+|froze and every", 18, 8, False), + ("I believe the meaning of life is", 8, "(going|bed)+|froze and every|froze and bri", 18, 8, False), ("Write a joke about AI from a very long prompt which will not be truncated", 64, "(princesses|everyone|kids|Anna|forest)+", 46, 64, False), ]) def test_completion_stream(prompt: str, n_predict: int, re_content: str, n_prompt: int, n_predicted: int, truncated: bool): @@ -103,7 +103,7 @@ def test_completion_with_openai_library(): assert res.system_fingerprint is not None and res.system_fingerprint.startswith("b") assert res.choices[0].finish_reason == "length" assert res.choices[0].text is not None - assert match_regex("(going|bed)+|froze and every", res.choices[0].text) + assert match_regex("(going|bed)+|froze and every|froze and bri", res.choices[0].text) def test_completion_stream_with_openai_library(): @@ -122,7 +122,7 @@ def test_completion_stream_with_openai_library(): if choice.finish_reason is None: assert choice.text is not None output_text += choice.text - assert match_regex("(going|bed)+|froze and every", output_text) + assert match_regex("(going|bed)+|froze and every|froze and bri", output_text) # Test case from https://github.com/ggml-org/llama.cpp/issues/13780 @@ -146,7 +146,7 @@ def test_completion_stream_with_openai_library_stops(): if choice.finish_reason is None: assert choice.text is not None output_text += choice.text - assert match_regex("Sure, here's one for[\\s\\S]*|Sure thing..Why don't", output_text), f'Unexpected output: {output_text}' + assert match_regex("Sure, here's one for[\\s\\S]*|Sure thing..Why don't|Sure! Here's one for you:", output_text), f'Unexpected output: {output_text}' @pytest.mark.parametrize("n_slots", [1, 2]) From 42125f0e10c014befb28bb0a14ce73a5a7d57822 Mon Sep 17 00:00:00 2001 From: Georgi Gerganov Date: Sun, 7 Dec 2025 15:54:49 +0200 Subject: [PATCH 090/119] tests : check temp back to 0.0 --- tools/server/tests/unit/test_completion.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tools/server/tests/unit/test_completion.py b/tools/server/tests/unit/test_completion.py index f146d6475c..57fca8231a 100644 --- a/tools/server/tests/unit/test_completion.py +++ b/tools/server/tests/unit/test_completion.py @@ -494,7 +494,7 @@ def test_n_probs_post_sampling(): res = server.make_request("POST", "/completion", data={ "prompt": "I believe the meaning of life is", "n_probs": 10, - "temperature": 1.0, + "temperature": 0.0, "n_predict": 5, "post_sampling_probs": True, }) From 72e3681073f8f36d18d48551f0faa82ad390c6c1 Mon Sep 17 00:00:00 2001 From: Georgi Gerganov Date: Sun, 7 Dec 2025 17:11:50 +0200 Subject: [PATCH 091/119] sampling : fix top-p --- src/llama-sampling.cpp | 12 ++++++++---- 1 file changed, 8 insertions(+), 4 deletions(-) diff --git a/src/llama-sampling.cpp b/src/llama-sampling.cpp index ec1812b067..d70b765e63 100644 --- a/src/llama-sampling.cpp +++ b/src/llama-sampling.cpp @@ -1409,13 +1409,17 @@ static void llama_sampler_top_p_backend_apply( struct ggml_tensor * idxf = ggml_sum(ctx, mask); ggml_set_name(idxf, "dist_index_f32"); - // Make top-p inclusive (i.e. return all values such that cum_sum/cdf >= p) - struct ggml_tensor * mask_reshaped = ggml_reshape_2d(ctx, mask, 1, mask->ne[0]); + // prevent out-of-bounds access + idxf = ggml_clamp(ctx, idxf, 0.0f, mask->ne[0] - 1); + // construct ones tensor to set the value in the mask - struct ggml_tensor * ones = ggml_clamp(ctx, mask_reshaped, 1.0f, 1.0f); + struct ggml_tensor * ones = ggml_scale_bias(ctx, idxf, 0.0f, 1.0f); ggml_set_name(ones, "top_p_ones"); - mask_reshaped = ggml_set_rows(ctx, mask_reshaped, ones, ggml_cast(ctx, ggml_repeat(ctx, idxf, mask), GGML_TYPE_I32)); + // Make top-p inclusive (i.e. return all values such that cum_sum/cdf >= p) + struct ggml_tensor * mask_reshaped = ggml_reshape_2d(ctx, mask, 1, mask->ne[0]); + + mask_reshaped = ggml_set_rows(ctx, mask_reshaped, ones, ggml_cast(ctx, idxf, GGML_TYPE_I32)); mask = ggml_reshape_1d(ctx, mask_reshaped, mask->ne[0]); // Use ggml_scale_bias (output = (a * s) + b) which in this case becomes: From f3beb22b17eb6bbf7096a132d9c3b3ac82453e72 Mon Sep 17 00:00:00 2001 From: Georgi Gerganov Date: Mon, 8 Dec 2025 21:30:10 +0200 Subject: [PATCH 092/119] sampling : handle n_probs case --- common/sampling.cpp | 11 ++++++++--- src/llama-sampling.cpp | 7 +++---- tools/server/server-context.cpp | 13 +++++++------ tools/server/tests/unit/test_chat_completion.py | 6 +++--- tools/server/tests/unit/test_completion.py | 9 ++++----- 5 files changed, 25 insertions(+), 21 deletions(-) diff --git a/common/sampling.cpp b/common/sampling.cpp index 8095d8ec22..aefc596443 100644 --- a/common/sampling.cpp +++ b/common/sampling.cpp @@ -435,6 +435,9 @@ llama_token common_sampler_sample(struct common_sampler * gsmpl, struct llama_co llama_token id = LLAMA_TOKEN_NULL; + auto & chain = gsmpl->chain; + auto & cur_p = gsmpl->cur_p; // initialized by set_logits + // Check if a backend sampler has already sampled a token in which case we // return that token id directly. { @@ -443,15 +446,17 @@ llama_token common_sampler_sample(struct common_sampler * gsmpl, struct llama_co if (id != LLAMA_TOKEN_NULL) { LOG_DBG("%s: Backend sampler selected token: '%d'. Will not run any CPU samplers\n", __func__, id); + // TODO: simplify + gsmpl->cur.resize(1); + gsmpl->cur[0] = { id, 0.0f, 1.0f }; + cur_p = { gsmpl->cur.data(), gsmpl->cur.size(), 0, true }; + return id; } } gsmpl->set_logits(ctx, idx); - auto & chain = gsmpl->chain; - auto & cur_p = gsmpl->cur_p; // initialized by set_logits - llama_sampler_apply(chain, &cur_p); GGML_ASSERT(cur_p.selected != -1 && "no selected token during sampling - check your sampling configuration"); diff --git a/src/llama-sampling.cpp b/src/llama-sampling.cpp index d70b765e63..86f82d1691 100644 --- a/src/llama-sampling.cpp +++ b/src/llama-sampling.cpp @@ -1106,15 +1106,14 @@ static void llama_sampler_dist_backend_apply( // Map back to original vocab ids if a candidates tensor is available. struct ggml_tensor * sampled_token = idx; if (data->candidates != nullptr) { - struct ggml_tensor * candidates = data->candidates; - struct ggml_tensor * candidates_reshaped = ggml_view_2d(ctx, candidates, 1, ggml_nelements(candidates), - ggml_type_size(candidates->type), 0); + struct ggml_tensor * candidates = ggml_reshape_2d(ctx, data->candidates, 1, ggml_nelements(data->candidates)); - sampled_token = ggml_get_rows(ctx, candidates_reshaped, idx); + sampled_token = ggml_get_rows(ctx, candidates, idx); ggml_set_name(sampled_token, "dist_sampled_token"); } data->sampled = sampled_token; + data->probs = probs; } static void llama_sampler_dist_backend_set_input(struct llama_sampler * smpl) { diff --git a/tools/server/server-context.cpp b/tools/server/server-context.cpp index 29da4a200d..0e4224e115 100644 --- a/tools/server/server-context.cpp +++ b/tools/server/server-context.cpp @@ -1056,8 +1056,11 @@ struct server_context_impl { return false; } + // TODO: getting post/pre sampling logits is not yet supported with backend sampling + const bool need_logits = task.params.sampling.n_probs > 0; + // TODO: tmp until backend sampling is fully implemented - if (task.params.sampling.backend_sampling) { + if (task.params.sampling.backend_sampling && !need_logits) { llama_set_sampler(ctx, slot.id, common_sampler_get(slot.smpl.get())); } else { llama_set_sampler(ctx, slot.id, nullptr); @@ -1216,10 +1219,8 @@ struct server_context_impl { return slot.has_next_token; // continue } - // TODO: does not work with backend sampling void populate_token_probs(const server_slot & slot, completion_token_output & result, bool post_sampling, bool special, int idx) const { - size_t n_probs = slot.task->params.sampling.n_probs; - size_t n_vocab = llama_vocab_n_tokens(vocab); + const size_t n_probs = slot.task->params.sampling.n_probs; if (post_sampling) { const auto * cur_p = common_sampler_get_candidates(slot.smpl.get(), true); @@ -1247,7 +1248,7 @@ struct server_context_impl { std::vector cur = get_token_probabilities(ctx, idx); // set probability for sampled token - for (size_t i = 0; i < n_vocab; i++) { + for (size_t i = 0; i < cur.size(); i++) { // set probability for sampled token if (cur[i].id == result.tok) { result.prob = cur[i].p; @@ -1257,7 +1258,7 @@ struct server_context_impl { // set probability for top n_probs tokens result.probs.reserve(n_probs); - for (size_t i = 0; i < std::min(n_vocab, n_probs); i++) { + for (size_t i = 0; i < std::min(cur.size(), n_probs); i++) { result.probs.push_back({ cur[i].id, common_token_to_piece(ctx, cur[i].id, special), diff --git a/tools/server/tests/unit/test_chat_completion.py b/tools/server/tests/unit/test_chat_completion.py index 500bae1eca..08b5265d48 100644 --- a/tools/server/tests/unit/test_chat_completion.py +++ b/tools/server/tests/unit/test_chat_completion.py @@ -301,7 +301,7 @@ def test_logprobs(): client = OpenAI(api_key="dummy", base_url=f"http://{server.server_host}:{server.server_port}/v1") res = client.chat.completions.create( model="gpt-3.5-turbo-instruct", - temperature=1.0, + temperature=0.0, messages=[ {"role": "system", "content": "Book"}, {"role": "user", "content": "What is the best book"}, @@ -328,7 +328,7 @@ def test_logprobs_stream(): client = OpenAI(api_key="dummy", base_url=f"http://{server.server_host}:{server.server_port}/v1") res = client.chat.completions.create( model="gpt-3.5-turbo-instruct", - temperature=1.0, + temperature=0.0, messages=[ {"role": "system", "content": "Book"}, {"role": "user", "content": "What is the best book"}, @@ -494,5 +494,5 @@ def test_chat_completions_multiple_choices(): assert len(res.body["choices"]) == 2 for choice in res.body["choices"]: assert "assistant" == choice["message"]["role"] - assert match_regex("Suddenly", choice["message"]["content"]) + assert match_regex("Suddenly|Timmy", choice["message"]["content"]) assert choice["finish_reason"] == "length" diff --git a/tools/server/tests/unit/test_completion.py b/tools/server/tests/unit/test_completion.py index 57fca8231a..daaa6e5a90 100644 --- a/tools/server/tests/unit/test_completion.py +++ b/tools/server/tests/unit/test_completion.py @@ -441,7 +441,7 @@ def test_n_probs(): res = server.make_request("POST", "/completion", data={ "prompt": "I believe the meaning of life is", "n_probs": 10, - "temperature": 1.0, + "temperature": 0.0, "n_predict": 5, }) assert res.status_code == 200 @@ -466,7 +466,7 @@ def test_n_probs_stream(): res = server.make_stream_request("POST", "/completion", data={ "prompt": "I believe the meaning of life is", "n_probs": 10, - "temperature": 1.0, + "temperature": 0.0, "n_predict": 5, "stream": True, }) @@ -487,7 +487,6 @@ def test_n_probs_stream(): assert "bytes" in prob and type(prob["bytes"]) == list -# TODO: this does not work with backend sampling def test_n_probs_post_sampling(): global server server.start() @@ -512,8 +511,8 @@ def test_n_probs_post_sampling(): assert "token" in prob and type(prob["token"]) == str assert "prob" in prob and 0.0 <= prob["prob"] <= 1.0 assert "bytes" in prob and type(prob["bytes"]) == list - # because the test model usually output token with either 100% or 0% probability, we need to check all the top_probs - assert any(prob["prob"] == 1.0 for prob in tok["top_probs"]) + # at low temperature, one of the token has a very high probability + assert any(prob["prob"] >= 0.99 for prob in tok["top_probs"]) @pytest.mark.parametrize("tokenize,openai_style", [(False, False), (False, True), (True, False), (True, True)]) From 560ac16f7d0dd984955fd2b85e8da744510dc717 Mon Sep 17 00:00:00 2001 From: Georgi Gerganov Date: Tue, 9 Dec 2025 10:55:11 +0200 Subject: [PATCH 093/119] server : handle unsupported cases --- src/llama-sampling.cpp | 8 ++++---- tools/server/server-context.cpp | 13 +++++++++++-- 2 files changed, 15 insertions(+), 6 deletions(-) diff --git a/src/llama-sampling.cpp b/src/llama-sampling.cpp index 86f82d1691..9eee48f753 100644 --- a/src/llama-sampling.cpp +++ b/src/llama-sampling.cpp @@ -1226,16 +1226,16 @@ static void llama_sampler_top_k_backend_apply( struct ggml_tensor * top_k = ggml_top_k(ctx, data->logits, sctx->k); ggml_set_name(top_k, "top_k"); - struct ggml_tensor * logits_rows = ggml_reshape_2d(ctx, data->logits, 1, data->logits->ne[0]); - struct ggml_tensor * top_k_rows = ggml_get_rows(ctx, logits_rows, top_k); - ggml_set_name(top_k_rows, "top_k_rows"); - if (data->candidates) { data->candidates = ggml_get_rows(ctx, data->candidates, top_k); } else { data->candidates = top_k; } + struct ggml_tensor * logits_rows = ggml_reshape_2d(ctx, data->logits, 1, data->logits->ne[0]); + struct ggml_tensor * top_k_rows = ggml_get_rows(ctx, logits_rows, top_k); + ggml_set_name(top_k_rows, "top_k_rows"); + data->logits = ggml_reshape_1d(ctx, top_k_rows, sctx->k); GGML_UNUSED(gf); diff --git a/tools/server/server-context.cpp b/tools/server/server-context.cpp index 0e4224e115..8b529781c6 100644 --- a/tools/server/server-context.cpp +++ b/tools/server/server-context.cpp @@ -1056,11 +1056,20 @@ struct server_context_impl { return false; } - // TODO: getting post/pre sampling logits is not yet supported with backend sampling const bool need_logits = task.params.sampling.n_probs > 0; + bool backend_sampling = true; + + backend_sampling &= task.params.sampling.backend_sampling; + + // TODO: speculative decoding requires multiple samples per batch - not supported yet + backend_sampling &= !(slot.ctx_dft && task.params.speculative.n_max > 0); + + // TODO: getting post/pre sampling logits is not yet supported with backend sampling + backend_sampling &= !need_logits; + // TODO: tmp until backend sampling is fully implemented - if (task.params.sampling.backend_sampling && !need_logits) { + if (backend_sampling) { llama_set_sampler(ctx, slot.id, common_sampler_get(slot.smpl.get())); } else { llama_set_sampler(ctx, slot.id, nullptr); From d62b5804e155de8e7238a01e329002d3d44ed6d1 Mon Sep 17 00:00:00 2001 From: Georgi Gerganov Date: Tue, 9 Dec 2025 10:55:54 +0200 Subject: [PATCH 094/119] metal : print node names for debugging --- ggml/src/ggml-metal/ggml-metal-ops.cpp | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/ggml/src/ggml-metal/ggml-metal-ops.cpp b/ggml/src/ggml-metal/ggml-metal-ops.cpp index 9efd51abba..392addb8d1 100644 --- a/ggml/src/ggml-metal/ggml-metal-ops.cpp +++ b/ggml/src/ggml-metal/ggml-metal-ops.cpp @@ -221,7 +221,7 @@ static int ggml_metal_op_encode_impl(ggml_metal_op_t ctx, int idx) { } if (ctx->debug_graph > 0) { - GGML_LOG_DEBUG("%s: node[%5d] - %-12s %s\n", __func__, idx, ggml_op_name(node->op), is_concurrent ? "(concurrent)" : ""); + GGML_LOG_DEBUG("%s: node[%5d] - %-12s %-12s %s\n", __func__, idx, ggml_op_name(node->op), ggml_get_name(node), is_concurrent ? "(concurrent)" : ""); } if (ctx->debug_graph > 1) { GGML_TENSOR_LOCALS( int64_t, ne0, node->src[0], ne); From 62d1b0082dbad699fbeea85a096bc334e3c1c0e6 Mon Sep 17 00:00:00 2001 From: Georgi Gerganov Date: Tue, 9 Dec 2025 10:58:06 +0200 Subject: [PATCH 095/119] ggml : remove redundant src in ggml_cast --- ggml/src/ggml.c | 1 - 1 file changed, 1 deletion(-) diff --git a/ggml/src/ggml.c b/ggml/src/ggml.c index 9f5cdc1398..233ea9a665 100644 --- a/ggml/src/ggml.c +++ b/ggml/src/ggml.c @@ -3418,7 +3418,6 @@ struct ggml_tensor * ggml_cast( result->op = GGML_OP_CPY; result->src[0] = a; - result->src[1] = result; return result; } From 9f6681c3a48540f4ebf02c3fcdb70754b602bfaa Mon Sep 17 00:00:00 2001 From: Georgi Gerganov Date: Tue, 9 Dec 2025 11:13:44 +0200 Subject: [PATCH 096/119] ggml-alloc : fix reuse-parent logic for misaligned sizes --- ggml/src/ggml-alloc.c | 28 +++++++++++++++------------- 1 file changed, 15 insertions(+), 13 deletions(-) diff --git a/ggml/src/ggml-alloc.c b/ggml/src/ggml-alloc.c index 218222ece8..50dad50817 100644 --- a/ggml/src/ggml-alloc.c +++ b/ggml/src/ggml-alloc.c @@ -311,16 +311,9 @@ static struct buffer_address ggml_dyn_tallocr_alloc(struct ggml_dyn_tallocr * al } // this is a very naive implementation, but for our case the number of free blocks should be very small -static void ggml_dyn_tallocr_free_tensor(struct ggml_dyn_tallocr * alloc, struct buffer_address addr, size_t size, const struct ggml_tensor * tensor) { +static void ggml_dyn_tallocr_free_bytes(struct ggml_dyn_tallocr * alloc, struct buffer_address addr, size_t size) { size = aligned_offset(NULL, size, alloc->alignment); - AT_PRINTF("%s: freeing %s at {chunk=%d, offset=%zu} (%zu bytes) - n_free_blocks = %d\n", - __func__, tensor->name, addr.chunk, addr.offset, size, alloc->chunks[addr.chunk]->n_free_blocks); - -#ifdef GGML_ALLOCATOR_DEBUG - remove_allocated_tensor(alloc, addr, tensor); -#endif - struct tallocr_chunk * chunk = alloc->chunks[addr.chunk]; // see if we can merge with an existing block @@ -356,8 +349,6 @@ static void ggml_dyn_tallocr_free_tensor(struct ggml_dyn_tallocr * alloc, struct } // otherwise, add a new block ggml_dyn_tallocr_insert_block(chunk, addr.offset, size); - - GGML_UNUSED(tensor); } static void ggml_dyn_tallocr_reset(struct ggml_dyn_tallocr * alloc) { @@ -615,13 +606,17 @@ static void ggml_gallocr_free_extra_space(ggml_gallocr_t galloc, struct ggml_ten GGML_ASSERT(parent_size >= node_size); + // note: we want after the freeing the chunks to continue to be aligned + struct ggml_dyn_tallocr * p_alloc = galloc->buf_tallocs[p_hn->buffer_id]; + parent_size = aligned_offset(NULL, parent_size, p_alloc->alignment); + node_size = aligned_offset(NULL, node_size, p_alloc->alignment); + if (parent_size > node_size) { - struct ggml_dyn_tallocr * p_alloc = galloc->buf_tallocs[p_hn->buffer_id]; struct buffer_address p_addr = p_hn->addr; p_addr.offset += node_size; size_t extra_size = parent_size - node_size; AT_PRINTF("freeing extra %zu bytes from parent %s for %s\n", extra_size, parent->name, node->name); - ggml_dyn_tallocr_free_tensor(p_alloc, p_addr, extra_size, parent); + ggml_dyn_tallocr_free_bytes(p_alloc, p_addr, extra_size); } } @@ -705,7 +700,14 @@ static void ggml_gallocr_free_node(ggml_gallocr_t galloc, struct ggml_tensor * n struct ggml_dyn_tallocr * alloc = galloc->buf_tallocs[buffer_id]; ggml_backend_buffer_type_t buft = galloc->bufts[buffer_id]; size_t size = ggml_backend_buft_get_alloc_size(buft, node); - ggml_dyn_tallocr_free_tensor(alloc, hn->addr, size, node); + + AT_PRINTF("%s: freeing %s at {chunk=%d, offset=%zu} (%zu bytes) - n_free_blocks = %d\n", + __func__, node->name, hn->addr.chunk, hn->addr.offset, size, alloc->chunks[hn->addr.chunk]->n_free_blocks); +#ifdef GGML_ALLOCATOR_DEBUG + remove_allocated_tensor(alloc, hn->addr, node); +#endif + + ggml_dyn_tallocr_free_bytes(alloc, hn->addr, size); hn->allocated = false; } From 7ab6f51b970ef438831dd6e41a8c2a48ffa90e16 Mon Sep 17 00:00:00 2001 From: Georgi Gerganov Date: Tue, 9 Dec 2025 12:52:59 +0200 Subject: [PATCH 097/119] Revert "ggml : remove redundant src in ggml_cast" This reverts commit 62d1b0082dbad699fbeea85a096bc334e3c1c0e6. --- ggml/src/ggml.c | 1 + 1 file changed, 1 insertion(+) diff --git a/ggml/src/ggml.c b/ggml/src/ggml.c index 233ea9a665..9f5cdc1398 100644 --- a/ggml/src/ggml.c +++ b/ggml/src/ggml.c @@ -3418,6 +3418,7 @@ struct ggml_tensor * ggml_cast( result->op = GGML_OP_CPY; result->src[0] = a; + result->src[1] = result; return result; } From a84dfd3e1072bcf422b90dc4b03d334395c90fe4 Mon Sep 17 00:00:00 2001 From: Oliver Simons Date: Mon, 8 Dec 2025 16:48:52 +0100 Subject: [PATCH 098/119] CUDA: Add Cooperative-Groups-based parallelization of ncols in softmax Old implementation parallelizes rows across SMs, which does not fit the needs of backend-sampling (where we have ncols >> nrows and thus want to parallelize ncols across SMs) --- ggml/src/ggml-cuda/common.cuh | 17 +-- ggml/src/ggml-cuda/ggml-cuda.cu | 4 + ggml/src/ggml-cuda/softmax.cu | 192 +++++++++++++++++++++++++++++++- tests/test-backend-ops.cpp | 4 +- 4 files changed, 202 insertions(+), 15 deletions(-) diff --git a/ggml/src/ggml-cuda/common.cuh b/ggml/src/ggml-cuda/common.cuh index c4529f5d94..97fb716dba 100644 --- a/ggml/src/ggml-cuda/common.cuh +++ b/ggml/src/ggml-cuda/common.cuh @@ -912,15 +912,16 @@ struct ggml_cuda_device_info { int device_count; struct cuda_device_info { - int cc; // compute capability - int nsm; // number of streaming multiprocessors - size_t smpb; // max. shared memory per block - size_t smpbo; // max. shared memory per block (with opt-in) - bool integrated; // Device is integrated as opposed to discrete - bool vmm; // virtual memory support - size_t vmm_granularity; // granularity of virtual memory + int cc; // compute capability + int nsm; // number of streaming multiprocessors + size_t smpb; // max. shared memory per block + size_t smpbo; // max. shared memory per block (with opt-in) + bool integrated; // Device is integrated as opposed to discrete + bool vmm; // virtual memory support + size_t vmm_granularity; // granularity of virtual memory size_t total_vram; - int warp_size; // Number of threads in a dispatch + int warp_size; // Number of threads in a dispatch + bool supports_cooperative_launch; // whether cooperative launch is supported }; cuda_device_info devices[GGML_CUDA_MAX_DEVICES] = {}; diff --git a/ggml/src/ggml-cuda/ggml-cuda.cu b/ggml/src/ggml-cuda/ggml-cuda.cu index 556db4d2b0..e18a1ce801 100644 --- a/ggml/src/ggml-cuda/ggml-cuda.cu +++ b/ggml/src/ggml-cuda/ggml-cuda.cu @@ -242,6 +242,10 @@ static ggml_cuda_device_info ggml_cuda_init() { info.devices[id].nsm = prop.multiProcessorCount; info.devices[id].smpb = prop.sharedMemPerBlock; info.devices[id].warp_size = prop.warpSize; + + int supportsCoopLaunch = 0; + CUDA_CHECK(cudaDeviceGetAttribute(&supportsCoopLaunch, cudaDevAttrCooperativeLaunch, id)); + info.devices[id].supports_cooperative_launch = !!supportsCoopLaunch; #if defined(GGML_USE_HIP) info.devices[id].smpbo = prop.sharedMemPerBlock; diff --git a/ggml/src/ggml-cuda/softmax.cu b/ggml/src/ggml-cuda/softmax.cu index eeacde0bdb..9b13614cfd 100644 --- a/ggml/src/ggml-cuda/softmax.cu +++ b/ggml/src/ggml-cuda/softmax.cu @@ -1,6 +1,10 @@ #include "common.cuh" #include "ggml.h" #include "softmax.cuh" + +#include +#include + #include #include @@ -160,6 +164,148 @@ static __global__ void soft_max_f32( dst[col] = vals[col] * inv_sum; } } + + +// TODO: This is a common pattern used across kernels that could be moved to common.cuh + templated +static __device__ float two_stage_warp_reduce_max(float val) { + val = warp_reduce_max(val); + if (blockDim.x > WARP_SIZE) { + assert((blockDim.x <= 1024) && (blockDim.x % WARP_SIZE) == 0); + __shared__ float local_vals[32]; + const int warp_id = threadIdx.x / WARP_SIZE; + const int lane_id = threadIdx.x % WARP_SIZE; + if (lane_id == 0) { + local_vals[warp_id] = val; + } + __syncthreads(); + val = -INFINITY; + if (lane_id < (static_cast(blockDim.x) / WARP_SIZE)) { + val = local_vals[lane_id]; + } + return warp_reduce_max(val); + } else { + return val; + } +} + +static __device__ float two_stage_warp_reduce_sum(float val) { + val = warp_reduce_sum(val); + if (blockDim.x > WARP_SIZE) { + assert((blockDim.x <= 1024) && (blockDim.x % WARP_SIZE) == 0); + __shared__ float local_vals[32]; + const int warp_id = threadIdx.x / WARP_SIZE; + const int lane_id = threadIdx.x % WARP_SIZE; + if (lane_id == 0) { + local_vals[warp_id] = val; + } + __syncthreads(); + val = 0.0f; + if (lane_id < (static_cast(blockDim.x) / WARP_SIZE)) { + val = local_vals[lane_id]; + } + return warp_reduce_sum(val); + } else { + return val; + } +} + +static __device__ void soft_max_f32_parallelize_cols_single_row(const float * __restrict__ x, + float * __restrict__ dst, + float * __restrict__ tmp_vals, + const soft_max_params p) { + namespace cg = cooperative_groups; + + const cg::grid_group g = cg::this_grid(); + + const int tid = threadIdx.x; + const int col_start = blockIdx.x * blockDim.x + tid; + const int n_elem_per_thread = 4; + + float local_vals[n_elem_per_thread] = { -INFINITY, -INFINITY, -INFINITY, -INFINITY }; + float local_max = -INFINITY; + const int step_size = gridDim.x * blockDim.x; + + // Compute thread-local max + for (int col = col_start; col < p.ncols;) { + for (int i = 0; i < n_elem_per_thread; i++) { + const int idx = col + i * step_size; + local_vals[i] = idx < p.ncols ? x[idx] : -INFINITY; + } + for (int i = 0; i < n_elem_per_thread; i++) { + local_max = fmaxf(local_max, local_vals[i]); + } + col += step_size * n_elem_per_thread; + } + + // Compute CTA-level max + local_max = two_stage_warp_reduce_max(local_max); + + // Store CTA-level max to GMEM + if (tid == 0) { + tmp_vals[blockIdx.x] = local_max; + } + g.sync(); + + // Compute compute global max from CTA-level maxs + assert(gridDim.x < blockDim.x); // currently we only support this case + if (tid < gridDim.x) { + local_max = tmp_vals[tid]; + } else { + local_max = -INFINITY; + } + local_max = two_stage_warp_reduce_max(local_max); + + // Compute softmax dividends, accumulate divisor + float tmp_expf = 0.0f; + for (int col = col_start; col < p.ncols;) { + for (int i = 0; i < n_elem_per_thread; i++) { + const int idx = col + i * step_size; + local_vals[i] = idx < p.ncols ? x[idx] : -INFINITY; + } + for (int i = 0; i < n_elem_per_thread; i++) { + const int idx = col + i * step_size; + if (idx < p.ncols) { + const float tmp = expf(local_vals[i] - local_max); + tmp_expf += tmp; + dst[idx] = tmp; + } + } + col += step_size * n_elem_per_thread; + } + + // Reduce divisor within CTA + tmp_expf = two_stage_warp_reduce_sum(tmp_expf); + + // Store CTA-level sum to GMEM + if (tid == 0) { + tmp_vals[blockIdx.x] = tmp_expf; + } + g.sync(); + + // Compute global sum from CTA-level sums + if (tid < gridDim.x) { + tmp_expf = tmp_vals[tid]; + } else { + tmp_expf = 0.0f; + } + tmp_expf = two_stage_warp_reduce_sum(tmp_expf); + + // Divide dividend by global sum + store data + for (int col = col_start; col < p.ncols;) { + for (int i = 0; i < n_elem_per_thread; i++) { + const int idx = col + i * step_size; + local_vals[i] = idx < p.ncols ? dst[idx] : -INFINITY; + } + for (int i = 0; i < n_elem_per_thread; i++) { + const int idx = col + i * step_size; + if (idx < p.ncols) { + dst[idx] = local_vals[i] / tmp_expf; + } + } + col += step_size * n_elem_per_thread; + } +} + #ifdef __clang__ #pragma clang diagnostic pop #endif // __clang__ @@ -216,9 +362,30 @@ static void launch_soft_max_kernels(const float * x, const T * mask, const float soft_max_f32<<>>(x, mask, sinks, dst, p); } +static __global__ void soft_max_f32_parallelize_cols(const float * __restrict__ x, + float * __restrict__ dst, + float * __restrict__ tmp_vals, + const soft_max_params p) +// We loop over all instead of parallelizing across gridDim.y as cooperative groups +// currently only support synchronizing the complete grid if not launched as a cluster group +// (which requires CC > 9.0) +// https://docs.nvidia.com/cuda/cuda-programming-guide/05-appendices/device-callable-apis.html#grid-synchronization +// https://docs.nvidia.com/cuda/cuda-programming-guide/05-appendices/device-callable-apis.html#class-cluster-group +{ + for (int rowx = 0; rowx < p.ne01 * p.ne02 * p.ne03; rowx++) { + soft_max_f32_parallelize_cols_single_row(x + int64_t(rowx) * p.ncols, dst + int64_t(rowx) * p.ncols, tmp_vals, + p); + } +} -template -static void soft_max_f32_cuda(const float * x, const T * mask, const float * sinks, float * dst, const soft_max_params & params, cudaStream_t stream) { +template +static void soft_max_f32_cuda(const float * x, + const T * mask, + const float * sinks, + float * dst, + const soft_max_params & params, + cudaStream_t stream, + [[maybe_unused]] ggml_backend_cuda_context & ctx) { int nth = WARP_SIZE; const int64_t ncols_x = params.ncols; @@ -236,8 +403,21 @@ static void soft_max_f32_cuda(const float * x, const T * mask, const float * sin if (nbytes_shared <= smpbo) { launch_soft_max_kernels<32, 64, 128, 256, 512, 1024, 2048, 4096>(x, mask, sinks, dst, params, stream, block_dims, block_nums, nbytes_shared); } else { - const size_t nbytes_shared_low = WARP_SIZE*sizeof(float); - soft_max_f32<<>>(x, mask, sinks, dst, params); + // Parallelize across SMs for top-p/dist-smapling + if (ncols_x > 10000 && mask == nullptr && sinks == nullptr && params.scale == 1.0f && params.max_bias == 0.0f) { + if (ggml_cuda_info().devices[id].supports_cooperative_launch) { + ggml_cuda_pool_alloc tmp_alloc(ctx.pool(), ggml_cuda_info().devices[id].nsm * sizeof(float)); + + void * kernel_args[] = { (void *) &x, (void *) &dst, (void *) &tmp_alloc.ptr, (void *) ¶ms }; + CUDA_CHECK(cudaLaunchCooperativeKernel((void *) soft_max_f32_parallelize_cols, + dim3(ggml_cuda_info().devices[id].nsm, 1, 1), + dim3(WARP_SIZE * 8, 1, 1), kernel_args, 0, stream)); + } + } else { + const size_t nbytes_shared_low = WARP_SIZE * sizeof(float); + soft_max_f32 + <<>>(x, mask, sinks, dst, params); + } } } @@ -315,9 +495,9 @@ void ggml_cuda_op_soft_max(ggml_backend_cuda_context & ctx, ggml_tensor * dst) { params.m1 = m1; if (use_f16) { - soft_max_f32_cuda(src0_d, (const half *) src1_d, (const float *) src2_d, dst_d, params, stream); + soft_max_f32_cuda(src0_d, (const half *) src1_d, (const float *) src2_d, dst_d, params, stream, ctx); } else { - soft_max_f32_cuda(src0_d, (const float *) src1_d, (const float *) src2_d, dst_d, params, stream); + soft_max_f32_cuda(src0_d, (const float *) src1_d, (const float *) src2_d, dst_d, params, stream, ctx); } } diff --git a/tests/test-backend-ops.cpp b/tests/test-backend-ops.cpp index f569f7a7f8..2777cd2b82 100644 --- a/tests/test-backend-ops.cpp +++ b/tests/test-backend-ops.cpp @@ -7588,6 +7588,9 @@ static std::vector> make_test_cases_eval() { exponent <<= 1; } #endif + test_cases.emplace_back(new test_soft_max(GGML_TYPE_F32, {200000, 1, 1, 1}, false, false, GGML_TYPE_F32, {1, 1}, 1.0f, 0.0f)); + test_cases.emplace_back(new test_soft_max(GGML_TYPE_F32, {200000, 4, 1, 1}, false, false, GGML_TYPE_F32, {1, 1}, 1.0f, 0.0f)); + test_cases.emplace_back(new test_soft_max(GGML_TYPE_F32, {643251, 3, 1, 1}, false, false, GGML_TYPE_F32, {1, 1}, 1.0f, 0.0f)); for (bool mask : {false, true}) { for (bool sinks : {false, true}) { for (float max_bias : {0.0f, 8.0f}) { @@ -7638,7 +7641,6 @@ static std::vector> make_test_cases_eval() { } } } - for (bool fw : {true, false}) { // fw == forward bool all = true; From 886c3668b5c1c912ed15634667af5a74c16dd4a9 Mon Sep 17 00:00:00 2001 From: Oliver Simons Date: Tue, 9 Dec 2025 12:55:30 +0100 Subject: [PATCH 099/119] Add TODOs to and adjust heuristics of row-wise soft_max in CUDA Heuristics were selected based on the following numbers: ``` -- Before Backend 1/2: CUDA0 Device description: NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition Device memory: 97250 MB (96691 MB free) SOFT_MAX(type=f32,ne=[4096,4096,5,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 2236 runs - 450.34 us/run - 655360 kB/run - 1401.20 GB/s SOFT_MAX(type=f32,ne=[12888,256,5,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 17748 runs - 56.80 us/run - 128880 kB/run - 2168.19 GB/s SOFT_MAX(type=f32,ne=[77,4096,5,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 57204 runs - 18.35 us/run - 12320 kB/run - 640.57 GB/s SOFT_MAX(type=f32,ne=[1024,1024,10,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 9840 runs - 102.46 us/run - 81920 kB/run - 763.45 GB/s SOFT_MAX(type=f32,ne=[77,1024,10,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 98064 runs - 10.25 us/run - 6160 kB/run - 573.43 GB/s SOFT_MAX(type=f32,ne=[256,256,20,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 98310 runs - 10.25 us/run - 10240 kB/run - 953.20 GB/s SOFT_MAX(type=f32,ne=[64,64,20,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 172011 runs - 5.99 us/run - 640 kB/run - 101.84 GB/s SOFT_MAX(type=f32,ne=[77,64,20,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 172011 runs - 5.97 us/run - 770 kB/run - 123.02 GB/s SOFT_MAX(type=f32,ne=[8192,1,1,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 172011 runs - 6.00 us/run - 64 kB/run - 10.16 GB/s SOFT_MAX(type=f32,ne=[8192,4,1,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 163820 runs - 6.12 us/run - 256 kB/run - 39.91 GB/s SOFT_MAX(type=f32,ne=[8192,16,1,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 147438 runs - 6.88 us/run - 1024 kB/run - 141.92 GB/s SOFT_MAX(type=f32,ne=[16384,1,1,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 122865 runs - 8.20 us/run - 128 kB/run - 14.89 GB/s SOFT_MAX(type=f32,ne=[16384,4,1,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 114674 runs - 8.87 us/run - 512 kB/run - 55.06 GB/s SOFT_MAX(type=f32,ne=[16384,16,1,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 98292 runs - 10.24 us/run - 2048 kB/run - 190.82 GB/s SOFT_MAX(type=f32,ne=[32768,1,1,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 49146 runs - 21.37 us/run - 256 kB/run - 11.43 GB/s SOFT_MAX(type=f32,ne=[32768,4,1,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 49146 runs - 22.54 us/run - 1024 kB/run - 43.33 GB/s SOFT_MAX(type=f32,ne=[32768,16,1,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 49146 runs - 23.92 us/run - 4096 kB/run - 163.32 GB/s SOFT_MAX(type=f32,ne=[65536,1,1,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 32764 runs - 38.94 us/run - 512 kB/run - 12.54 GB/s SOFT_MAX(type=f32,ne=[65536,4,1,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 24573 runs - 41.94 us/run - 2048 kB/run - 46.57 GB/s SOFT_MAX(type=f32,ne=[65536,16,1,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 24582 runs - 43.09 us/run - 8192 kB/run - 181.32 GB/s SOFT_MAX(type=f32,ne=[131072,1,1,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 16382 runs - 74.56 us/run - 1024 kB/run - 13.10 GB/s SOFT_MAX(type=f32,ne=[131072,4,1,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 16382 runs - 79.85 us/run - 4096 kB/run - 48.92 GB/s SOFT_MAX(type=f32,ne=[131072,16,1,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 12294 runs - 82.41 us/run - 16384 kB/run - 189.64 GB/s SOFT_MAX(type=f32,ne=[262144,1,1,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 8191 runs - 145.16 us/run - 2048 kB/run - 13.46 GB/s SOFT_MAX(type=f32,ne=[262144,4,1,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 8194 runs - 155.46 us/run - 8192 kB/run - 50.26 GB/s SOFT_MAX(type=f32,ne=[262144,16,1,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 7175 runs - 160.70 us/run - 32768 kB/run - 194.56 GB/s SOFT_MAX(type=f32,ne=[524288,1,1,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 8191 runs - 285.81 us/run - 4096 kB/run - 13.67 GB/s SOFT_MAX(type=f32,ne=[524288,4,1,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 4098 runs - 306.91 us/run - 16384 kB/run - 50.92 GB/s SOFT_MAX(type=f32,ne=[524288,16,1,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 3591 runs - 317.06 us/run - 65536 kB/run - 197.32 GB/s -- After Backend 1/2: CUDA0 Device description: NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition Device memory: 97250 MB (96691 MB free) SOFT_MAX(type=f32,ne=[4096,4096,5,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 2236 runs - 450.67 us/run - 655360 kB/run - 1400.15 GB/s SOFT_MAX(type=f32,ne=[12888,256,5,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 17748 runs - 56.97 us/run - 128880 kB/run - 2161.50 GB/s SOFT_MAX(type=f32,ne=[77,4096,5,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 57204 runs - 18.35 us/run - 12320 kB/run - 640.36 GB/s SOFT_MAX(type=f32,ne=[1024,1024,10,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 9840 runs - 102.46 us/run - 81920 kB/run - 763.42 GB/s SOFT_MAX(type=f32,ne=[77,1024,10,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 98064 runs - 10.25 us/run - 6160 kB/run - 573.43 GB/s SOFT_MAX(type=f32,ne=[256,256,20,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 98310 runs - 10.25 us/run - 10240 kB/run - 953.21 GB/s SOFT_MAX(type=f32,ne=[64,64,20,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 147438 runs - 7.00 us/run - 640 kB/run - 87.26 GB/s SOFT_MAX(type=f32,ne=[77,64,20,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 147438 runs - 6.99 us/run - 770 kB/run - 105.05 GB/s SOFT_MAX(type=f32,ne=[8192,1,1,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 172011 runs - 6.02 us/run - 64 kB/run - 10.13 GB/s SOFT_MAX(type=f32,ne=[8192,4,1,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 163820 runs - 6.12 us/run - 256 kB/run - 39.87 GB/s SOFT_MAX(type=f32,ne=[8192,16,1,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 147438 runs - 6.91 us/run - 1024 kB/run - 141.40 GB/s SOFT_MAX(type=f32,ne=[16384,1,1,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 122865 runs - 8.20 us/run - 128 kB/run - 14.89 GB/s SOFT_MAX(type=f32,ne=[16384,4,1,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 114674 runs - 8.79 us/run - 512 kB/run - 55.54 GB/s SOFT_MAX(type=f32,ne=[16384,16,1,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 98292 runs - 10.24 us/run - 2048 kB/run - 190.82 GB/s SOFT_MAX(type=f32,ne=[32768,1,1,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 131056 runs - 8.11 us/run - 256 kB/run - 30.12 GB/s SOFT_MAX(type=f32,ne=[32768,4,1,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 49146 runs - 22.54 us/run - 1024 kB/run - 43.33 GB/s SOFT_MAX(type=f32,ne=[32768,16,1,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 49146 runs - 23.32 us/run - 4096 kB/run - 167.50 GB/s SOFT_MAX(type=f32,ne=[65536,1,1,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 122865 runs - 8.19 us/run - 512 kB/run - 59.63 GB/s SOFT_MAX(type=f32,ne=[65536,4,1,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 40955 runs - 24.59 us/run - 2048 kB/run - 79.43 GB/s SOFT_MAX(type=f32,ne=[65536,16,1,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 24582 runs - 43.21 us/run - 8192 kB/run - 180.84 GB/s SOFT_MAX(type=f32,ne=[131072,1,1,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 122865 runs - 8.19 us/run - 1024 kB/run - 119.25 GB/s SOFT_MAX(type=f32,ne=[131072,4,1,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 40955 runs - 24.59 us/run - 4096 kB/run - 158.87 GB/s SOFT_MAX(type=f32,ne=[131072,16,1,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 12294 runs - 82.37 us/run - 16384 kB/run - 189.74 GB/s SOFT_MAX(type=f32,ne=[262144,1,1,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 122865 runs - 8.20 us/run - 2048 kB/run - 238.28 GB/s SOFT_MAX(type=f32,ne=[262144,4,1,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 36873 runs - 28.66 us/run - 8192 kB/run - 272.61 GB/s SOFT_MAX(type=f32,ne=[262144,16,1,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 9225 runs - 108.51 us/run - 32768 kB/run - 288.13 GB/s SOFT_MAX(type=f32,ne=[524288,1,1,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 98292 runs - 10.24 us/run - 4096 kB/run - 381.65 GB/s SOFT_MAX(type=f32,ne=[524288,4,1,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 32784 runs - 31.74 us/run - 16384 kB/run - 492.43 GB/s SOFT_MAX(type=f32,ne=[524288,16,1,1],mask=0,sinks=0,m_prec=f32,nr23=[1,1],scale=1.000000,max_bias=0.000000,inplace=0): 8721 runs - 121.20 us/run - 65536 kB/run - 516.19 GB/s ``` --- ggml/src/ggml-cuda/softmax.cu | 5 ++++- tests/test-backend-ops.cpp | 6 ++++++ 2 files changed, 10 insertions(+), 1 deletion(-) diff --git a/ggml/src/ggml-cuda/softmax.cu b/ggml/src/ggml-cuda/softmax.cu index 9b13614cfd..54acf41d83 100644 --- a/ggml/src/ggml-cuda/softmax.cu +++ b/ggml/src/ggml-cuda/softmax.cu @@ -209,6 +209,7 @@ static __device__ float two_stage_warp_reduce_sum(float val) { } } +// TODO: Template to allow keeping ncols in registers if they fit static __device__ void soft_max_f32_parallelize_cols_single_row(const float * __restrict__ x, float * __restrict__ dst, float * __restrict__ tmp_vals, @@ -404,7 +405,9 @@ static void soft_max_f32_cuda(const float * x, launch_soft_max_kernels<32, 64, 128, 256, 512, 1024, 2048, 4096>(x, mask, sinks, dst, params, stream, block_dims, block_nums, nbytes_shared); } else { // Parallelize across SMs for top-p/dist-smapling - if (ncols_x > 10000 && mask == nullptr && sinks == nullptr && params.scale == 1.0f && params.max_bias == 0.0f) { + // The heuristic for parallelizing rows across SMs vs parallelizing single row & looping over all rows was done on the basis of a B6000 GPU and + // Can be adapted further for lower-SM-count GPUs, though keeping data in registers should be implemented first as that is the optimal solution. + if (ncols_x / (params.ne01 * params.ne02 * params.ne03) > 8192 && mask == nullptr && sinks == nullptr && params.scale == 1.0f && params.max_bias == 0.0f) { if (ggml_cuda_info().devices[id].supports_cooperative_launch) { ggml_cuda_pool_alloc tmp_alloc(ctx.pool(), ggml_cuda_info().devices[id].nsm * sizeof(float)); diff --git a/tests/test-backend-ops.cpp b/tests/test-backend-ops.cpp index 2777cd2b82..7a02979b3a 100644 --- a/tests/test-backend-ops.cpp +++ b/tests/test-backend-ops.cpp @@ -8113,6 +8113,12 @@ static std::vector> make_test_cases_perf() { } } + for (int col: {8192, 16384, 32768, 65536, 131072, 262144, 524288}) { + for (int rows: {1, 4, 16}){ + test_cases.emplace_back(new test_soft_max(GGML_TYPE_F32, {col, rows, 1, 1}, false, false, GGML_TYPE_F32, {1, 1}, 1.0f, 0.0f)); + } + } + test_cases.emplace_back(new test_conv_2d_dw({512, 512, 256, 1}, {3, 3, 1, 256}, 1, 1, 1, false)); test_cases.emplace_back(new test_conv_2d_dw({512, 512, 256, 1}, {3, 3, 1, 256}, 1, 1, 1, true)); From 07003f1ffb23468e176b17d7ac99f98514e258bd Mon Sep 17 00:00:00 2001 From: Oliver Simons Date: Tue, 9 Dec 2025 13:05:43 +0100 Subject: [PATCH 100/119] Fix compiler warnings by casting `const` away --- ggml/src/ggml-cuda/softmax.cu | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/ggml/src/ggml-cuda/softmax.cu b/ggml/src/ggml-cuda/softmax.cu index 54acf41d83..8f8927d250 100644 --- a/ggml/src/ggml-cuda/softmax.cu +++ b/ggml/src/ggml-cuda/softmax.cu @@ -411,7 +411,7 @@ static void soft_max_f32_cuda(const float * x, if (ggml_cuda_info().devices[id].supports_cooperative_launch) { ggml_cuda_pool_alloc tmp_alloc(ctx.pool(), ggml_cuda_info().devices[id].nsm * sizeof(float)); - void * kernel_args[] = { (void *) &x, (void *) &dst, (void *) &tmp_alloc.ptr, (void *) ¶ms }; + void * kernel_args[] = { (void *) &x, (void *) &dst, (void *) &tmp_alloc.ptr, (void *) const_cast(& params)}; CUDA_CHECK(cudaLaunchCooperativeKernel((void *) soft_max_f32_parallelize_cols, dim3(ggml_cuda_info().devices[id].nsm, 1, 1), dim3(WARP_SIZE * 8, 1, 1), kernel_args, 0, stream)); From 92ff76791834b8c746a4bd3b047b72ec09a5b184 Mon Sep 17 00:00:00 2001 From: Georgi Gerganov Date: Tue, 9 Dec 2025 15:38:37 +0200 Subject: [PATCH 101/119] llama : require backend samplers to be of type llama_sampler_chain --- include/llama.h | 12 ++++++++++-- src/llama-context.cpp | 4 +++- src/llama-sampling.cpp | 14 +++++++++++++- 3 files changed, 26 insertions(+), 4 deletions(-) diff --git a/include/llama.h b/include/llama.h index e01d06766d..abe71e7560 100644 --- a/include/llama.h +++ b/include/llama.h @@ -369,7 +369,7 @@ extern "C" { // try to disable when n_seq_max > 1 for improved performance when the sequences do not share a large prefix // ref: https://github.com/ggml-org/llama.cpp/pull/14363 - // backend sampler chain configuration (make sure the caller keeps the sampler chains alive) + // backend sampler chain configuration (make sure the caller keeps the sampler chains alive) [EXPERIMENTAL] // note: the samplers must be sampler chains (i.e. use llama_sampler_chain_init) struct llama_sampler_seq_config * samplers; size_t n_samplers; @@ -1243,7 +1243,15 @@ extern "C" { // important: takes ownership of the sampler object and will free it when llama_sampler_free is called LLAMA_API void llama_sampler_chain_add( struct llama_sampler * chain, struct llama_sampler * smpl); - LLAMA_API struct llama_sampler * llama_sampler_chain_get(const struct llama_sampler * chain, int32_t i); + + // return NULL if: + // - the sampler is NULL + // - the sampler is not a llama_sampler_chain + // - the index is out of bounds, unless i == -1 + // - if i == -1, returns the chain itself (can be used to check if the sampler is a chain) + LLAMA_API struct llama_sampler * llama_sampler_chain_get( struct llama_sampler * chain, int32_t i); + + // the total number of samplers in the chain LLAMA_API int llama_sampler_chain_n (const struct llama_sampler * chain); // after removing a sampler, the chain will no longer own it, and it will not be freed when the chain is freed diff --git a/src/llama-context.cpp b/src/llama-context.cpp index 3461b20ebc..93fd51df04 100644 --- a/src/llama-context.cpp +++ b/src/llama-context.cpp @@ -66,7 +66,9 @@ llama_context::llama_context( for (size_t i = 0; i < params.n_samplers; ++i) { const auto & config = params.samplers[i]; - // TODO: assert this is a llama_sampler_chain instance + if (llama_sampler_chain_get(config.sampler, -1) != nullptr) { + throw std::runtime_error("the backend samplers must be of type llama_sampler_chain"); + } if (set_sampler(config.seq_id, config.sampler)) { const int n_samplers = llama_sampler_chain_n(config.sampler); diff --git a/src/llama-sampling.cpp b/src/llama-sampling.cpp index 9eee48f753..2c1127666f 100644 --- a/src/llama-sampling.cpp +++ b/src/llama-sampling.cpp @@ -803,7 +803,19 @@ void llama_sampler_chain_add(struct llama_sampler * chain, struct llama_sampler }); } -struct llama_sampler * llama_sampler_chain_get(const struct llama_sampler * chain, int32_t i) { +struct llama_sampler * llama_sampler_chain_get(struct llama_sampler * chain, int32_t i) { + if (chain == nullptr) { + return nullptr; + } + + if (chain->iface != &llama_sampler_chain_i) { + return nullptr; + } + + if (i == -1) { + return chain; + } + const auto * p = (const llama_sampler_chain *) chain->ctx; if (i < 0 || (size_t) i >= p->samplers.size()) { From 34b407b41ce62afeee414ae4c6ea62950b05db9e Mon Sep 17 00:00:00 2001 From: Georgi Gerganov Date: Tue, 9 Dec 2025 17:53:17 +0200 Subject: [PATCH 102/119] sampling : use host buffer type for inputs --- src/llama-context.cpp | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/src/llama-context.cpp b/src/llama-context.cpp index 93fd51df04..73432e5d04 100644 --- a/src/llama-context.cpp +++ b/src/llama-context.cpp @@ -66,7 +66,7 @@ llama_context::llama_context( for (size_t i = 0; i < params.n_samplers; ++i) { const auto & config = params.samplers[i]; - if (llama_sampler_chain_get(config.sampler, -1) != nullptr) { + if (llama_sampler_chain_get(config.sampler, -1) == nullptr) { throw std::runtime_error("the backend samplers must be of type llama_sampler_chain"); } @@ -922,6 +922,11 @@ bool llama_context::set_sampler(llama_seq_id seq_id, llama_sampler * sampler) { if (sampler && can_offload) { ggml_backend_buffer_type_t buft = ggml_backend_dev_buffer_type(model.dev_output()); + auto * host_buft = ggml_backend_dev_host_buffer_type(model.dev_output()); + if (host_buft) { + buft = host_buft; + } + sampler->iface->backend_init(sampler, buft); sampling.samplers[seq_id] = sampler; From 3f0594ad0b20817b821ec627a1434c4a9043d7b7 Mon Sep 17 00:00:00 2001 From: Oliver Simons Date: Tue, 9 Dec 2025 18:51:28 +0100 Subject: [PATCH 103/119] Try fixing HIP build errors by adding corresponding #defines Will likely have to disable for MUSA as I didn't find any docs online --- ggml/src/ggml-cuda/vendors/hip.h | 2 ++ 1 file changed, 2 insertions(+) diff --git a/ggml/src/ggml-cuda/vendors/hip.h b/ggml/src/ggml-cuda/vendors/hip.h index b7d6edf7fc..536ccd0f7b 100644 --- a/ggml/src/ggml-cuda/vendors/hip.h +++ b/ggml/src/ggml-cuda/vendors/hip.h @@ -41,6 +41,7 @@ #define cublasSgemm hipblasSgemm #define cublasStatus_t hipblasStatus_t #define cublasOperation_t hipblasOperation_t +#define cudaDevAttrCooperativeLaunch hipDeviceAttributeCooperativeLaunch #define cudaDeviceCanAccessPeer hipDeviceCanAccessPeer #define cudaDeviceDisablePeerAccess hipDeviceDisablePeerAccess #define cudaDeviceEnablePeerAccess hipDeviceEnablePeerAccess @@ -66,6 +67,7 @@ #define cudaHostRegisterPortable hipHostRegisterPortable #define cudaHostRegisterReadOnly hipHostRegisterReadOnly #define cudaHostUnregister hipHostUnregister +#define cudaLaunchCooperativeKernel hipLaunchCooperativeKernel #define cudaLaunchHostFunc hipLaunchHostFunc #define cudaMalloc hipMalloc #define cudaMallocHost(ptr, size) hipHostMalloc(ptr, size, hipHostMallocDefault) From a25fda5290c4a4f0c932c3b4d2482b45f3c94b5e Mon Sep 17 00:00:00 2001 From: Oliver Simons Date: Tue, 9 Dec 2025 19:03:47 +0100 Subject: [PATCH 104/119] Fix launch logic when supports_cooperative_launch=false --- ggml/src/ggml-cuda/softmax.cu | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/ggml/src/ggml-cuda/softmax.cu b/ggml/src/ggml-cuda/softmax.cu index 8f8927d250..9a78adafb5 100644 --- a/ggml/src/ggml-cuda/softmax.cu +++ b/ggml/src/ggml-cuda/softmax.cu @@ -407,15 +407,13 @@ static void soft_max_f32_cuda(const float * x, // Parallelize across SMs for top-p/dist-smapling // The heuristic for parallelizing rows across SMs vs parallelizing single row & looping over all rows was done on the basis of a B6000 GPU and // Can be adapted further for lower-SM-count GPUs, though keeping data in registers should be implemented first as that is the optimal solution. - if (ncols_x / (params.ne01 * params.ne02 * params.ne03) > 8192 && mask == nullptr && sinks == nullptr && params.scale == 1.0f && params.max_bias == 0.0f) { - if (ggml_cuda_info().devices[id].supports_cooperative_launch) { + if (ggml_cuda_info().devices[id].supports_cooperative_launch && ncols_x / (params.ne01 * params.ne02 * params.ne03) > 8192 && mask == nullptr && sinks == nullptr && params.scale == 1.0f && params.max_bias == 0.0f) { ggml_cuda_pool_alloc tmp_alloc(ctx.pool(), ggml_cuda_info().devices[id].nsm * sizeof(float)); void * kernel_args[] = { (void *) &x, (void *) &dst, (void *) &tmp_alloc.ptr, (void *) const_cast(& params)}; CUDA_CHECK(cudaLaunchCooperativeKernel((void *) soft_max_f32_parallelize_cols, dim3(ggml_cuda_info().devices[id].nsm, 1, 1), dim3(WARP_SIZE * 8, 1, 1), kernel_args, 0, stream)); - } } else { const size_t nbytes_shared_low = WARP_SIZE * sizeof(float); soft_max_f32 From 6dc6614bf0500a4b9bdb3142d5ed28284de71945 Mon Sep 17 00:00:00 2001 From: Oliver Simons Date: Tue, 9 Dec 2025 19:09:52 +0100 Subject: [PATCH 105/119] Disable cooperative groups for musa Didn't find any doc online, so I don't even know if they support this --- ggml/src/ggml-cuda/ggml-cuda.cu | 10 +++++++--- 1 file changed, 7 insertions(+), 3 deletions(-) diff --git a/ggml/src/ggml-cuda/ggml-cuda.cu b/ggml/src/ggml-cuda/ggml-cuda.cu index e18a1ce801..7578dfcf69 100644 --- a/ggml/src/ggml-cuda/ggml-cuda.cu +++ b/ggml/src/ggml-cuda/ggml-cuda.cu @@ -243,9 +243,13 @@ static ggml_cuda_device_info ggml_cuda_init() { info.devices[id].smpb = prop.sharedMemPerBlock; info.devices[id].warp_size = prop.warpSize; - int supportsCoopLaunch = 0; - CUDA_CHECK(cudaDeviceGetAttribute(&supportsCoopLaunch, cudaDevAttrCooperativeLaunch, id)); - info.devices[id].supports_cooperative_launch = !!supportsCoopLaunch; +#ifndef GGML_USE_MUSA + int supports_coop_launch = 0; + CUDA_CHECK(cudaDeviceGetAttribute(&supports_coop_launch, cudaDevAttrCooperativeLaunch, id)); + info.devices[id].supports_cooperative_launch = !!supports_coop_launch; +#else + info.devices[id].supports_cooperative_launch = false; +#endif // !(GGML_USE_MUSA) #if defined(GGML_USE_HIP) info.devices[id].smpbo = prop.sharedMemPerBlock; From 0ecee8be375074cad1eff2170274f6d6d7a9e9c8 Mon Sep 17 00:00:00 2001 From: Georgi Gerganov Date: Wed, 10 Dec 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zw#fRT)fkeZe@2k+nc)?OtY(0oFur#c1qB^o?ffhTW(3r^gX>$vIqHx>4djC$p)ZnF zBWW$AAR!&_MkS=1eO-guvEi8Bp0<)g_Ju+TAMPZPqnp!>I~@X$++gj|AHqtnyY^8g z{1uw(LgS=C#@<|}bz;U+&qmYMQJ%2|N>jve#TNE7e=kj2WlviJjeo2Y3{qt+`kN&& z$ZD%fX6=TSieTPK(@4koC$+06$VffK==NxL>xTUmwn8SicJu~!d!!3n;YXi;s}D|m~KL{{*K)puEAX}(f>ENPIb(=s)AZ Date: Wed, 10 Dec 2025 15:54:33 +0200 Subject: [PATCH 107/119] graph : make the compute graph constant with respect to active samplers --- src/llama-context.cpp | 15 ++++++++--- src/llama-graph.cpp | 59 +++++++++++++++++++++++++------------------ src/llama-graph.h | 10 ++------ 3 files changed, 48 insertions(+), 36 deletions(-) diff --git a/src/llama-context.cpp b/src/llama-context.cpp index 73432e5d04..a4d332b114 100644 --- a/src/llama-context.cpp +++ b/src/llama-context.cpp @@ -1241,7 +1241,10 @@ static void copy_tensor_async_ints( for (const auto & [seq_id, tensor] : tensor_map) { auto it = seq_to_row.find(seq_id); - GGML_ASSERT(it != seq_to_row.end()); + if (it == seq_to_row.end()) { + continue; + } + const uint32_t row = it->second; GGML_ASSERT(row < sampled_size); @@ -1265,7 +1268,10 @@ static void copy_tensor_async_floats( for (const auto & [seq_id, tensor] : tensor_map) { auto it = seq_to_row.find(seq_id); - GGML_ASSERT(it != seq_to_row.end()); + if (it == seq_to_row.end()) { + continue; + } + const uint32_t row = it->second; GGML_ASSERT(row < counts.size()); @@ -1293,7 +1299,10 @@ static void copy_tensor_async_candidates( for (const auto & [seq_id, tensor] : tensor_map) { auto it = seq_to_row.find(seq_id); - GGML_ASSERT(it != seq_to_row.end()); + if (it == seq_to_row.end()) { + continue; + } + const uint32_t row = it->second; GGML_ASSERT(row < counts.size()); diff --git a/src/llama-graph.cpp b/src/llama-graph.cpp index b1967f6395..0261b65bc4 100644 --- a/src/llama-graph.cpp +++ b/src/llama-graph.cpp @@ -12,6 +12,7 @@ #include #include #include +#include void llm_graph_input_embd::set_input(const llama_ubatch * ubatch) { if (ubatch->token) { @@ -466,8 +467,22 @@ void llm_graph_input_mem_hybrid::set_input(const llama_ubatch * ubatch) { } void llm_graph_input_sampling::set_input(const llama_ubatch * ubatch) { - GGML_UNUSED(ubatch); - for (const auto & [seq_id, sampler] : samplers) { + // set the inputs only for the active samplers in the current ubatch + std::unordered_set active_samplers; + for (uint32_t i = 0; i < ubatch->n_tokens; i++) { + if (ubatch->output[i]) { + llama_seq_id seq_id = ubatch->seq_id[i][0]; + active_samplers.insert(seq_id); + } + } + + for (auto seq_id : active_samplers) { + if (samplers.find(seq_id) == samplers.end()) { + continue; + } + + auto & sampler = samplers[seq_id]; + if (sampler->iface->backend_set_input) { sampler->iface->backend_set_input(sampler); } @@ -475,11 +490,10 @@ void llm_graph_input_sampling::set_input(const llama_ubatch * ubatch) { } bool llm_graph_input_sampling::can_reuse(const llm_graph_params & params) { - if (params.samplers.empty()) { - return true; + if (samplers.size() != params.samplers.size()) { + return false; } - // TODO: this check is incorrect - it has to check against the last set of samplers that were used in the previous graph for (const auto & [seq_id, sampler] : params.samplers) { if (samplers[seq_id] != sampler) { return false; @@ -1830,8 +1844,10 @@ llm_graph_input_attn_kv_iswa * llm_graph_context::build_attn_inp_kv_iswa() const inp->self_kq_mask = ggml_new_tensor_4d(ctx0, GGML_TYPE_F32, n_kv, GGML_PAD(n_tokens/n_stream, GGML_KQ_MASK_PAD), 1, n_stream); ggml_set_input(inp->self_kq_mask); + ggml_set_name(inp->self_kq_mask, "self_kq_mask"); inp->self_kq_mask_cnv = cparams.flash_attn ? ggml_cast(ctx0, inp->self_kq_mask, GGML_TYPE_F16) : inp->self_kq_mask; + ggml_set_name(inp->self_kq_mask_cnv, "self_kq_mask_cnv"); } { @@ -1844,8 +1860,10 @@ llm_graph_input_attn_kv_iswa * llm_graph_context::build_attn_inp_kv_iswa() const inp->self_kq_mask_swa = ggml_new_tensor_4d(ctx0, GGML_TYPE_F32, n_kv, GGML_PAD(n_tokens/n_stream, GGML_KQ_MASK_PAD), 1, n_stream); ggml_set_input(inp->self_kq_mask_swa); + ggml_set_name(inp->self_kq_mask_swa, "self_kq_mask_swa"); inp->self_kq_mask_swa_cnv = cparams.flash_attn ? ggml_cast(ctx0, inp->self_kq_mask_swa, GGML_TYPE_F16) : inp->self_kq_mask_swa; + ggml_set_name(inp->self_kq_mask_swa_cnv, "self_kq_mask_swa_cnv"); } return (llm_graph_input_attn_kv_iswa *) res->add_input(std::move(inp)); @@ -2084,6 +2102,9 @@ void llm_graph_context::build_sampling() const { return; } + auto inp_sampling = std::make_unique(samplers); + res->add_input(std::move(inp_sampling)); + std::unordered_map seq_to_logit_row; int32_t logit_row_idx = 0; @@ -2095,30 +2116,21 @@ void llm_graph_context::build_sampling() const { } } - if (seq_to_logit_row.empty()) { - return; - } - // res->t_logits will contain logits for all tokens that want the logits calculated (logits=1 or output=1) - ggml_tensor * logits_t = res->t_logits; GGML_ASSERT(res->t_logits != nullptr && "missing t_logits tensor"); - const int64_t n_vocab = logits_t->ne[0]; - - std::unordered_map active_samplers; + // add a dummy row of logits + // this trick makes the graph static, regardless of which samplers are activated + // this is important in order to minimize graph reallocations + ggml_tensor * logits_t = ggml_pad(ctx0, res->t_logits, 0, 1, 0, 0); for (const auto & [seq_id, sampler] : samplers) { - // Only process samplers for sequences that are in the current batch - auto it = seq_to_logit_row.find(seq_id); - if (it == seq_to_logit_row.end()) { - continue; - } + const auto it = seq_to_logit_row.find(seq_id); - active_samplers[seq_id] = sampler; + // inactive samplers alawys work on the first row + const auto row_idx = seq_to_logit_row.find(seq_id) != seq_to_logit_row.end() ? it->second : 0; - const int32_t row_idx = it->second; - - ggml_tensor * logits_seq = ggml_view_1d(ctx0, logits_t, n_vocab, row_idx * logits_t->nb[1]); + ggml_tensor * logits_seq = ggml_view_1d(ctx0, logits_t, logits_t->ne[0], row_idx * logits_t->nb[1]); ggml_format_name(logits_seq, "logits_seq_%d", seq_id); struct llama_sampler_data data = { @@ -2163,9 +2175,6 @@ void llm_graph_context::build_sampling() const { } } */ - - auto inp_sampling = std::make_unique(n_vocab, false, active_samplers); - res->add_input(std::move(inp_sampling)); } int32_t llama_relative_position_bucket(llama_pos x, llama_pos y, uint64_t n_buckets, bool bidirectional) { diff --git a/src/llama-graph.h b/src/llama-graph.h index 006cae3c84..490d4fb00c 100644 --- a/src/llama-graph.h +++ b/src/llama-graph.h @@ -385,19 +385,13 @@ public: class llm_graph_input_sampling : public llm_graph_input_i { public: - llm_graph_input_sampling(int32_t n_vocab, bool sorted, - std::unordered_map samplers) : - n_vocab(n_vocab), sorted_value(sorted), samplers(std::move(samplers)) { } + llm_graph_input_sampling(std::unordered_map samplers) : + samplers(std::move(samplers)) { } virtual ~llm_graph_input_sampling() = default; void set_input(const llama_ubatch * ubatch) override; bool can_reuse(const llm_graph_params & params) override; - int32_t n_vocab; - bool sorted_value; - ggml_tensor * size = nullptr; // I32 [1] - ggml_tensor * sorted = nullptr; // I32 [1] - std::unordered_map samplers; }; From 44d5c4b5929e49d9fb5f26624476fd889b8d90de Mon Sep 17 00:00:00 2001 From: Georgi Gerganov Date: Wed, 10 Dec 2025 20:35:58 +0200 Subject: [PATCH 108/119] batch : fix sequence id ownage --- src/llama-batch.cpp | 8 +++++++- src/llama-batch.h | 2 ++ 2 files changed, 9 insertions(+), 1 deletion(-) diff --git a/src/llama-batch.cpp b/src/llama-batch.cpp index 2700b970c9..cd9bc14fd4 100644 --- a/src/llama-batch.cpp +++ b/src/llama-batch.cpp @@ -714,6 +714,8 @@ llama_ubatch llama_batch_allocr::ubatch_add(const std::vector & idxs, u udata->seq_idx .resize(LLAMA_MAX_SEQ, -1); udata->output .resize(n_tokens); + udata->seq_id_data.resize(n_tokens); + seq_set_t seq_set_unq; for (size_t i = 0; i < idxs.size(); ++i) { @@ -735,7 +737,11 @@ llama_ubatch llama_batch_allocr::ubatch_add(const std::vector & idxs, u } udata->n_seq_id[i] = batch.n_seq_id[idxs[i]]; - udata->seq_id[i] = batch.seq_id[idxs[i]]; + udata->seq_id_data[i].reserve(udata->n_seq_id[i]); + for (int s = 0; s < udata->n_seq_id[i]; ++s) { + udata->seq_id_data[i].push_back(batch.seq_id[idxs[i]][s]); + } + udata->seq_id[i] = udata->seq_id_data[i].data(); udata->output[i] = batch.logits[idxs[i]]; for (int s = 0; s < udata->n_seq_id[i]; ++s) { diff --git a/src/llama-batch.h b/src/llama-batch.h index db7a75b804..97213e2398 100644 --- a/src/llama-batch.h +++ b/src/llama-batch.h @@ -60,6 +60,8 @@ struct llama_ubatch { std::vector seq_id_unq; std::vector seq_idx; std::vector output; + + std::vector> seq_id_data; }; // the llama_ubatch pointers above point to this data if set. otherwise - points to non-owning data From 804e7e3795efc6554d909cced4ca18f1a3a147d9 Mon Sep 17 00:00:00 2001 From: Georgi Gerganov Date: Wed, 10 Dec 2025 20:40:15 +0200 Subject: [PATCH 109/119] graph : respect sampler order for graph reuse --- src/llama-context.cpp | 16 ++++++------- src/llama-context.h | 2 +- src/llama-graph.cpp | 2 +- src/llama-graph.h | 56 +++++++++++++++++++++++++++++-------------- 4 files changed, 48 insertions(+), 28 deletions(-) diff --git a/src/llama-context.cpp b/src/llama-context.cpp index a4d332b114..32a18e0534 100644 --- a/src/llama-context.cpp +++ b/src/llama-context.cpp @@ -1211,8 +1211,8 @@ int llama_context::encode(const llama_batch & batch_inp) { return 0; } -static std::unordered_map build_seq_to_output_row(const llama_ubatch & ubatch, uint32_t row_offset) { - std::unordered_map seq_to_row; +static std::map build_seq_to_output_row(const llama_ubatch & ubatch, uint32_t row_offset) { + std::map seq_to_row; // how many output tokens we have seen so far for this ubatch. uint32_t local = 0; for (uint32_t i = 0; i < ubatch.n_tokens; ++i) { @@ -1230,10 +1230,10 @@ static std::unordered_map build_seq_to_output_row(const } static void copy_tensor_async_ints( - const std::unordered_map & tensor_map, + const std::map & tensor_map, llama_token * sampled, size_t sampled_size, - const std::unordered_map & seq_to_row, + const std::map & seq_to_row, ggml_backend_sched_t sched) { if (sampled == nullptr) { return; @@ -1256,11 +1256,11 @@ static void copy_tensor_async_ints( } static void copy_tensor_async_floats( - const std::unordered_map & tensor_map, + const std::map & tensor_map, float * dst, size_t stride, std::vector & counts, - const std::unordered_map & seq_to_row, + const std::map & seq_to_row, ggml_backend_sched_t sched) { if (dst == nullptr) { return; @@ -1287,11 +1287,11 @@ static void copy_tensor_async_floats( } static void copy_tensor_async_candidates( - const std::unordered_map & tensor_map, + const std::map & tensor_map, llama_token * dst, size_t stride, std::vector & counts, - const std::unordered_map & seq_to_row, + const std::map & seq_to_row, ggml_backend_sched_t sched) { if (dst == nullptr) { return; diff --git a/src/llama-context.h b/src/llama-context.h index e14367d55d..62c5ce5502 100644 --- a/src/llama-context.h +++ b/src/llama-context.h @@ -258,7 +258,7 @@ private: float * logits = nullptr; struct sampling_info { - std::unordered_map samplers; + std::map samplers; float * logits = nullptr; size_t logits_size = 0; diff --git a/src/llama-graph.cpp b/src/llama-graph.cpp index 0261b65bc4..80a562f3d8 100644 --- a/src/llama-graph.cpp +++ b/src/llama-graph.cpp @@ -2105,7 +2105,7 @@ void llm_graph_context::build_sampling() const { auto inp_sampling = std::make_unique(samplers); res->add_input(std::move(inp_sampling)); - std::unordered_map seq_to_logit_row; + std::map seq_to_logit_row; int32_t logit_row_idx = 0; for (uint32_t i = 0; i < ubatch.n_tokens; i++) { diff --git a/src/llama-graph.h b/src/llama-graph.h index 490d4fb00c..6c36ee6d05 100644 --- a/src/llama-graph.h +++ b/src/llama-graph.h @@ -10,6 +10,7 @@ #include #include #include +#include struct ggml_cgraph; struct ggml_context; @@ -385,14 +386,14 @@ public: class llm_graph_input_sampling : public llm_graph_input_i { public: - llm_graph_input_sampling(std::unordered_map samplers) : + llm_graph_input_sampling(std::map samplers) : samplers(std::move(samplers)) { } virtual ~llm_graph_input_sampling() = default; void set_input(const llama_ubatch * ubatch) override; bool can_reuse(const llm_graph_params & params) override; - std::unordered_map samplers; + std::map samplers; }; // @@ -428,11 +429,11 @@ struct llm_graph_params { const llama_memory_context_i * mctx; const llama_cross * cross; - std::unordered_map samplers; + std::map samplers; static bool samplers_equal( - const std::unordered_map & lhs, - const std::unordered_map & rhs) { + const std::map & lhs, + const std::map & rhs) { if (lhs.size() != rhs.size()) { return false; } @@ -484,17 +485,36 @@ struct llm_graph_params { return false; } + if (n_outputs != other.n_outputs) { + return false; + } + + if (!samplers_equal(samplers, other.samplers)) { + return false; + } + + if (samplers.size() > 0) { + if (!ubatch.data || !other.ubatch.data) { + return false; + } + + // check that the outputs are the same for all samplers + for (uint32_t i = 0; i < ubatch.n_tokens; ++i) { + if (ubatch.output[i] != other.ubatch.output[i] || + ubatch.seq_id[i][0] != other.ubatch.seq_id[i][0]) { + return false; + } + } + } + return cparams.embeddings == other.cparams.embeddings && cparams.causal_attn == other.cparams.causal_attn && - arch == other.arch && - gtype == other.gtype && - cvec == other.cvec && - loras == other.loras && - cross == other.cross && - n_outputs == other.n_outputs && - samplers_equal(samplers, other.samplers); - + arch == other.arch && + gtype == other.gtype && + cvec == other.cvec && + loras == other.loras && + cross == other.cross; } }; @@ -536,10 +556,10 @@ public: ggml_tensor * t_embd = nullptr; ggml_tensor * t_embd_pooled = nullptr; - std::unordered_map t_sampled_logits; - std::unordered_map t_candidates; - std::unordered_map t_sampled; - std::unordered_map t_sampled_probs; + std::map t_sampled_logits; + std::map t_candidates; + std::map t_sampled; + std::map t_sampled_probs; std::vector inputs; @@ -616,7 +636,7 @@ struct llm_graph_context { const llama_memory_context_i * mctx; const llama_cross * cross; - std::unordered_map samplers; + std::map samplers; const llm_graph_cb & cb_func; From 42cf5c01e55f2fa516df395ad67301f6365e9b0e Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Johannes=20G=C3=A4=C3=9Fler?= Date: Wed, 10 Dec 2025 22:00:46 +0100 Subject: [PATCH 110/119] HIP/MUSA: fix build for backend sampling --- ggml/src/ggml-cuda/softmax.cu | 4 ++++ ggml/src/ggml-cuda/vendors/hip.h | 1 + ggml/src/ggml-cuda/vendors/musa.h | 1 + 3 files changed, 6 insertions(+) diff --git a/ggml/src/ggml-cuda/softmax.cu b/ggml/src/ggml-cuda/softmax.cu index 9a78adafb5..b2d7336af5 100644 --- a/ggml/src/ggml-cuda/softmax.cu +++ b/ggml/src/ggml-cuda/softmax.cu @@ -2,8 +2,12 @@ #include "ggml.h" #include "softmax.cuh" +#ifdef GGML_USE_HIP +#include +#else #include #include +#endif // GGML_USE_HIP #include #include diff --git a/ggml/src/ggml-cuda/vendors/hip.h b/ggml/src/ggml-cuda/vendors/hip.h index 536ccd0f7b..2803d0ab91 100644 --- a/ggml/src/ggml-cuda/vendors/hip.h +++ b/ggml/src/ggml-cuda/vendors/hip.h @@ -45,6 +45,7 @@ #define cudaDeviceCanAccessPeer hipDeviceCanAccessPeer #define cudaDeviceDisablePeerAccess hipDeviceDisablePeerAccess #define cudaDeviceEnablePeerAccess hipDeviceEnablePeerAccess +#define cudaDeviceGetAttribute hipDeviceGetAttribute #define cudaDeviceProp hipDeviceProp_t #define cudaDeviceSynchronize hipDeviceSynchronize #define cudaError_t hipError_t diff --git a/ggml/src/ggml-cuda/vendors/musa.h b/ggml/src/ggml-cuda/vendors/musa.h index 8c55a2e4e5..e602d52403 100644 --- a/ggml/src/ggml-cuda/vendors/musa.h +++ b/ggml/src/ggml-cuda/vendors/musa.h @@ -56,6 +56,7 @@ #define cudaHostRegisterPortable musaHostRegisterPortable #define cudaHostRegisterReadOnly musaHostRegisterReadOnly #define cudaHostUnregister musaHostUnregister +#define cudaLaunchCooperativeKernel musaLaunchCooperativeKernel #define cudaLaunchHostFunc musaLaunchHostFunc #define cudaMalloc musaMalloc #define cudaMallocHost musaMallocHost From 54e905401772c85c9086fe5a9ff2b7957b258a49 Mon Sep 17 00:00:00 2001 From: Georgi Gerganov Date: Thu, 11 Dec 2025 11:14:39 +0200 Subject: [PATCH 111/119] sampling : optimize logit_bias sampler --- src/llama-sampling.cpp | 41 ++++++++++++++++++++++++++++++----------- 1 file changed, 30 insertions(+), 11 deletions(-) diff --git a/src/llama-sampling.cpp b/src/llama-sampling.cpp index 2c1127666f..32e9fa5ed1 100644 --- a/src/llama-sampling.cpp +++ b/src/llama-sampling.cpp @@ -3223,6 +3223,7 @@ struct llama_sampler_logit_bias : public llama_sampler_backend { std::vector to_search; struct ggml_tensor * inp_logit_bias; + struct ggml_tensor * inp_logit_idxs; ggml_context_ptr inp_ctx; ggml_backend_buffer_ptr inp_buf; @@ -3288,9 +3289,14 @@ static void llama_sampler_logit_bias_backend_apply( return; } - // Add the sparse logit logit_bias to the logits - struct ggml_tensor * logit_biased = ggml_add(ctx, data->logits, sctx->inp_logit_bias); - data->logits = logit_biased; + //struct ggml_tensor * logit_biased = ggml_add(ctx, data->logits, sctx->inp_logit_bias); + ggml_tensor * cur = ggml_fill(ctx, data->logits, 0.0f); + + cur = ggml_reshape_2d(ctx, cur, 1, ggml_nelements(cur)); + cur = ggml_set_rows(ctx, cur, sctx->inp_logit_bias, sctx->inp_logit_idxs); + cur = ggml_reshape_1d(ctx, cur, ggml_nelements(cur)); + + data->logits = ggml_add(ctx, data->logits, cur); } static void llama_sampler_logit_bias_backend_set_input(struct llama_sampler * smpl) { @@ -3298,16 +3304,23 @@ static void llama_sampler_logit_bias_backend_set_input(struct llama_sampler * sm if (sctx->logit_bias.empty()) { return; } - GGML_ASSERT(sctx->inp_logit_bias != nullptr); - // Create a sparse logit_bias vector from the logit_bias entries. - std::vector logit_bias_sparse(sctx->n_vocab, 0.0f); - for (const auto & lb : sctx->logit_bias) { + GGML_ASSERT(sctx->inp_logit_bias != nullptr); + GGML_ASSERT(sctx->inp_logit_idxs != nullptr); + + const size_t n = sctx->logit_bias.size(); + + std::vector data_logit_bias(n, 0.0f); + std::vector data_logit_idxs(n, 0); + for (size_t i = 0; i < n; ++i) { + const auto & lb = sctx->logit_bias[i]; GGML_ASSERT(lb.token >= 0 && lb.token < (int32_t) sctx->n_vocab); - logit_bias_sparse[lb.token] = lb.bias; + data_logit_bias[i] = lb.bias; + data_logit_idxs[i] = lb.token; } - ggml_backend_tensor_set(sctx->inp_logit_bias, logit_bias_sparse.data(), 0, ggml_nbytes(sctx->inp_logit_bias)); + ggml_backend_tensor_set(sctx->inp_logit_bias, data_logit_bias.data(), 0, ggml_nbytes(sctx->inp_logit_bias)); + ggml_backend_tensor_set(sctx->inp_logit_idxs, data_logit_idxs.data(), 0, ggml_nbytes(sctx->inp_logit_idxs)); } static bool llama_sampler_logit_bias_backend_init( @@ -3322,17 +3335,23 @@ static bool llama_sampler_logit_bias_backend_init( } ggml_init_params params = { - /*.mem_size =*/ ggml_tensor_overhead(), + /*.mem_size =*/ 2*ggml_tensor_overhead(), /*.mem_buffer =*/ nullptr, /*.no_alloc =*/ true, }; sctx->inp_ctx.reset(ggml_init(params)); - sctx->inp_logit_bias = ggml_new_tensor_1d(sctx->inp_ctx.get(), GGML_TYPE_F32, sctx->n_vocab); + const size_t n = sctx->logit_bias.size(); + + sctx->inp_logit_bias = ggml_new_tensor_2d(sctx->inp_ctx.get(), GGML_TYPE_F32, 1, n); ggml_set_name(sctx->inp_logit_bias, "logit_bias"); ggml_set_input(sctx->inp_logit_bias); + sctx->inp_logit_idxs = ggml_new_tensor_1d(sctx->inp_ctx.get(), GGML_TYPE_I32, n); + ggml_set_name(sctx->inp_logit_idxs, "logit_idxs"); + ggml_set_input(sctx->inp_logit_idxs); + // Allocate all tensors from our context to the backend sctx->inp_buf.reset(ggml_backend_alloc_ctx_tensors_from_buft(sctx->inp_ctx.get(), buft)); From d5d16651a881a7b566de54fc63a46874dad83753 Mon Sep 17 00:00:00 2001 From: Georgi Gerganov Date: Thu, 11 Dec 2025 11:27:47 +0200 Subject: [PATCH 112/119] cont : fix build --- src/llama-sampling.cpp | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/src/llama-sampling.cpp b/src/llama-sampling.cpp index 32e9fa5ed1..2a8e129d75 100644 --- a/src/llama-sampling.cpp +++ b/src/llama-sampling.cpp @@ -3225,7 +3225,7 @@ struct llama_sampler_logit_bias : public llama_sampler_backend { struct ggml_tensor * inp_logit_bias; struct ggml_tensor * inp_logit_idxs; - ggml_context_ptr inp_ctx; + ggml_context_ptr inp_ctx; ggml_backend_buffer_ptr inp_buf; }; @@ -3389,6 +3389,7 @@ struct llama_sampler * llama_sampler_init_logit_bias( /* .logit_bias = */ std::vector(logit_bias, logit_bias + n_logit_bias), /* .to_search = */ {}, /* .inp_logit_bias = */ nullptr, + /* .inp_logit_idxs = */ nullptr, /* .inp_ctx = */ nullptr, /* .inp_buf = */ nullptr, } From 8544aba37f64fdf97fa08432231b88e2ecc6e52f Mon Sep 17 00:00:00 2001 From: Georgi Gerganov Date: Thu, 11 Dec 2025 13:19:43 +0200 Subject: [PATCH 113/119] sampling : generic ggml op support detection --- src/llama-sampling.cpp | 200 +++++++++++++++++++++++------------------ 1 file changed, 115 insertions(+), 85 deletions(-) diff --git a/src/llama-sampling.cpp b/src/llama-sampling.cpp index 2a8e129d75..a5a48a4d7e 100644 --- a/src/llama-sampling.cpp +++ b/src/llama-sampling.cpp @@ -614,6 +614,68 @@ private: bool support; }; +// check if all ggml ops used by the sampler are supported by the backend +static bool llama_sampler_backend_support( + llama_sampler * smpl, + ggml_backend_dev_t device) { + if (!device) { + // CPU backend always supported + return true; + } + + ggml_init_params params = { + /*.mem_size =*/ 128*ggml_tensor_overhead() + ggml_graph_overhead(), + /*.mem_buffer =*/ NULL, + /*.no_alloc =*/ true, + }; + + ggml_context_ptr ctx_ptr { ggml_init(params) }; + if (!ctx_ptr) { + throw std::runtime_error(format("failed to create ggml context")); + } + + ggml_context * ctx = ctx_ptr.get(); + + const int64_t n = 1024*1024; + + llama_sampler_data data = { + /*.logits = */ ggml_new_tensor_1d(ctx, GGML_TYPE_F32, n), + /*.probs = */ nullptr, + /*.sampled = */ nullptr, + /*.candidates = */ ggml_new_tensor_1d(ctx, GGML_TYPE_I32, n), + }; + + ggml_cgraph * gf = ggml_new_graph(ctx); + + smpl->iface->backend_apply(smpl, ctx, gf, &data); + + if (data.logits) { + ggml_build_forward_expand(gf, data.logits); + } + + if (data.probs) { + ggml_build_forward_expand(gf, data.probs); + } + + if (data.sampled) { + ggml_build_forward_expand(gf, data.sampled); + } + + if (data.candidates) { + ggml_build_forward_expand(gf, data.candidates); + } + + for (int i = 0; i < ggml_graph_n_nodes(gf); i++) { + struct ggml_tensor * op = ggml_graph_node(gf, i); + + if (!ggml_backend_dev_supports_op(device, op)) { + return false; + } + } + + return true; +} + // sampler chain static const char * llama_sampler_chain_name(const struct llama_sampler * /*smpl*/) { @@ -850,8 +912,12 @@ int llama_sampler_chain_n(const struct llama_sampler * chain) { // greedy -static const char * llama_sampler_greedy_name(const struct llama_sampler * /*smpl*/) { - return "greedy"; +struct llama_sampler_greedy : public llama_sampler_backend { +}; + +static const char * llama_sampler_greedy_name(const struct llama_sampler * smpl) { + auto * sctx = (llama_sampler_greedy *) smpl->ctx; + return sctx->get_name(); } static void llama_sampler_greedy_apply(struct llama_sampler * /*smpl*/, llama_token_data_array * cur_p) { @@ -866,10 +932,13 @@ static void llama_sampler_greedy_apply(struct llama_sampler * /*smpl*/, llama_to static bool llama_sampler_greedy_backend_init( struct llama_sampler * smpl, ggml_backend_buffer_type_t buft) { - GGML_UNUSED(smpl); - GGML_UNUSED(buft); + auto * sctx = (llama_sampler_greedy *) smpl->ctx; - return true; + const bool res = llama_sampler_backend_support(smpl, ggml_backend_buft_get_device(buft)); + + sctx->init(res); + + return res; } static void llama_sampler_greedy_backend_apply( @@ -879,9 +948,11 @@ static void llama_sampler_greedy_backend_apply( struct llama_sampler_data * data) { GGML_UNUSED(gf); GGML_UNUSED(smpl); - struct ggml_tensor * argmax_result = ggml_argmax(ctx, data->logits); - ggml_set_name(argmax_result, "argmax_result"); - data->sampled = argmax_result; + + struct ggml_tensor * curl = ggml_argmax(ctx, data->logits); + ggml_set_name(curl, "greedy_argmax"); + + data->sampled = curl; } static struct llama_sampler_i llama_sampler_greedy_i = { @@ -900,7 +971,9 @@ static struct llama_sampler_i llama_sampler_greedy_i = { struct llama_sampler * llama_sampler_init_greedy() { return llama_sampler_init( /* .iface = */ &llama_sampler_greedy_i, - /* .ctx = */ nullptr + /* .ctx = */ new llama_sampler_greedy { + ("greedy"), + } ); } @@ -1025,36 +1098,8 @@ static bool llama_sampler_dist_backend_init( ggml_backend_buffer_type_t buft) { auto * sctx = (llama_sampler_dist *) smpl->ctx; - bool res = true; - - // determine backend support + // allocate inputs { - ggml_init_params params = { - /*.mem_size =*/ ggml_tensor_overhead()*8, - /*.mem_buffer =*/ NULL, - /*.no_alloc =*/ true, - }; - - ggml_context_ptr ctx_ptr { ggml_init(params) }; - if (!ctx_ptr) { - throw std::runtime_error(format("failed to create ggml context")); - } - - ggml_context * ctx = ctx_ptr.get(); - - ggml_tensor * probs = ggml_new_tensor_1d(ctx, GGML_TYPE_F32, 1024*1024); - ggml_tensor * op = ggml_cumsum(ctx, probs); - - auto * device = ggml_backend_buft_get_device(buft); - - if (device && !ggml_backend_dev_supports_op(device, op)) { - res = false; - } - - sctx->init(res); - } - - if (res) { ggml_init_params params = { /*.mem_size =*/ ggml_tensor_overhead(), /*.mem_buffer =*/ nullptr, @@ -1066,13 +1111,22 @@ static bool llama_sampler_dist_backend_init( // Create the uniform random scalar input tensor. This will be set by // llama_sampler_dist_backend_set_input after this graph is built. sctx->inp_uniform = ggml_new_tensor_1d(sctx->inp_ctx.get(), GGML_TYPE_F32, 1); - ggml_set_name(sctx->inp_uniform, "uniform"); + ggml_set_name (sctx->inp_uniform, "uniform"); ggml_set_input(sctx->inp_uniform); // Allocate all tensors from our context to the backend sctx->inp_buf.reset(ggml_backend_alloc_ctx_tensors_from_buft(sctx->inp_ctx.get(), buft)); } + const bool res = llama_sampler_backend_support(smpl, ggml_backend_buft_get_device(buft)); + + sctx->init(res); + + if (!res) { + sctx->inp_ctx.reset(nullptr); + sctx->inp_buf.reset(nullptr); + } + return res; } @@ -1088,7 +1142,7 @@ static void llama_sampler_dist_backend_apply( ggml_set_name(probs, "dist_probs"); struct ggml_tensor * cumsum = ggml_cumsum(ctx, probs); - ggml_set_name(cumsum, "cumsum"); + ggml_set_name(cumsum, "dist_cumsum"); // The uniform tensor has a random value and we subtract this tensor with // the cumsum tensor (the uniform tensor will be broadcasted by ggml_sub). @@ -1196,34 +1250,9 @@ static bool llama_sampler_top_k_backend_init( ggml_backend_buffer_type_t buft) { auto * sctx = (llama_sampler_top_k *) smpl->ctx; - bool res = true; + const bool res = llama_sampler_backend_support(smpl, ggml_backend_buft_get_device(buft)); - // determine backend support - { - ggml_init_params params = { - /*.mem_size =*/ ggml_tensor_overhead()*8, - /*.mem_buffer =*/ NULL, - /*.no_alloc =*/ true, - }; - - ggml_context_ptr ctx_ptr { ggml_init(params) }; - if (!ctx_ptr) { - throw std::runtime_error(format("failed to create ggml context")); - } - - ggml_context * ctx = ctx_ptr.get(); - - ggml_tensor * logits = ggml_new_tensor_1d(ctx, GGML_TYPE_F32, 1024*1024); - ggml_tensor * op = ggml_top_k(ctx, logits, sctx->k); - - auto * device = ggml_backend_buft_get_device(buft); - - if (device && !ggml_backend_dev_supports_op(device, op)) { - res = false; - } - - sctx->init(res); - } + sctx->init(res); return res; } @@ -1240,6 +1269,7 @@ static void llama_sampler_top_k_backend_apply( if (data->candidates) { data->candidates = ggml_get_rows(ctx, data->candidates, top_k); + ggml_set_name(data->candidates, "top_k_candidates"); } else { data->candidates = top_k; } @@ -1363,12 +1393,13 @@ static void llama_sampler_top_p_free(struct llama_sampler * smpl) { static bool llama_sampler_top_p_backend_init( struct llama_sampler * smpl, ggml_backend_buffer_type_t buft) { - GGML_UNUSED(buft); - auto * sctx = (llama_sampler_top_p *) smpl->ctx; - sctx->init(true); - return true; + const bool res = llama_sampler_backend_support(smpl, ggml_backend_buft_get_device(buft)); + + sctx->init(res); + + return res; } static void llama_sampler_top_p_backend_apply( @@ -1418,7 +1449,7 @@ static void llama_sampler_top_p_backend_apply( // Taking the sum of the mask gives us the sum of elements after the threshold // we are interested in. struct ggml_tensor * idxf = ggml_sum(ctx, mask); - ggml_set_name(idxf, "dist_index_f32"); + ggml_set_name(idxf, "top_p_index_f32"); // prevent out-of-bounds access idxf = ggml_clamp(ctx, idxf, 0.0f, mask->ne[0] - 1); @@ -1556,13 +1587,13 @@ static void llama_sampler_min_p_free(struct llama_sampler * smpl) { static bool llama_sampler_min_p_backend_init( struct llama_sampler * smpl, ggml_backend_buffer_type_t buft) { - GGML_UNUSED(buft); - auto * sctx = (llama_sampler_min_p *) smpl->ctx; - sctx->init(true); + const bool res = llama_sampler_backend_support(smpl, ggml_backend_buft_get_device(buft)); - return true; + sctx->init(res); + + return res; } static void llama_sampler_min_p_backend_apply( @@ -1804,13 +1835,13 @@ static void llama_sampler_backend_temp_sampling( static bool llama_sampler_temp_backend_init( struct llama_sampler * smpl, ggml_backend_buffer_type_t buft) { - GGML_UNUSED(buft); - auto * sctx = (llama_sampler_temp *) smpl->ctx; - sctx->init(true); + const bool res = llama_sampler_backend_support(smpl, ggml_backend_buft_get_device(buft)); - return true; + sctx->init(res); + + return res; } static void llama_sampler_temp_backend_apply( @@ -1947,13 +1978,13 @@ static void llama_sampler_temp_ext_free(struct llama_sampler * smpl) { static bool llama_sampler_temp_ext_backend_init( struct llama_sampler * smpl, ggml_backend_buffer_type_t buft) { - GGML_UNUSED(buft); - auto * sctx = (llama_sampler_temp_ext *) smpl->ctx; - sctx->init(true); + const bool res = llama_sampler_backend_support(smpl, ggml_backend_buft_get_device(buft)); - return true; + sctx->init(res); + + return res; } static void llama_sampler_temp_ext_backend_apply( @@ -3289,7 +3320,6 @@ static void llama_sampler_logit_bias_backend_apply( return; } - //struct ggml_tensor * logit_biased = ggml_add(ctx, data->logits, sctx->inp_logit_bias); ggml_tensor * cur = ggml_fill(ctx, data->logits, 0.0f); cur = ggml_reshape_2d(ctx, cur, 1, ggml_nelements(cur)); From 74b112e3e7b54a0290b82a09364cad044d57bdbc Mon Sep 17 00:00:00 2001 From: Georgi Gerganov Date: Thu, 11 Dec 2025 13:37:02 +0200 Subject: [PATCH 114/119] sampling : fix greedy --- src/llama-sampling.cpp | 42 ++++++++++++++++++++++++++-------- tests/test-backend-sampler.cpp | 19 +++++++++++++++ 2 files changed, 52 insertions(+), 9 deletions(-) diff --git a/src/llama-sampling.cpp b/src/llama-sampling.cpp index a5a48a4d7e..811029052a 100644 --- a/src/llama-sampling.cpp +++ b/src/llama-sampling.cpp @@ -920,6 +920,30 @@ static const char * llama_sampler_greedy_name(const struct llama_sampler * smpl) return sctx->get_name(); } +static void llama_sampler_greedy_reset(struct llama_sampler * smpl) { + auto * ctx = (llama_sampler_greedy *) smpl->ctx; + GGML_UNUSED(ctx); +} + +static struct llama_sampler * llama_sampler_greedy_clone(const struct llama_sampler * smpl) { + const auto * ctx = (const llama_sampler_greedy *) smpl->ctx; + auto * result = llama_sampler_init_greedy(); + + // copy the state + { + auto * result_ctx = (llama_sampler_greedy *) result->ctx; + + GGML_UNUSED(ctx); + GGML_UNUSED(result_ctx); + } + + return result; +} + +static void llama_sampler_greedy_free(struct llama_sampler * smpl) { + delete (llama_sampler_greedy *) smpl->ctx; +} + static void llama_sampler_greedy_apply(struct llama_sampler * /*smpl*/, llama_token_data_array * cur_p) { cur_p->selected = 0; for (size_t i = 1; i < cur_p->size; ++i) { @@ -959,9 +983,9 @@ static struct llama_sampler_i llama_sampler_greedy_i = { /* .name = */ llama_sampler_greedy_name, /* .accept = */ nullptr, /* .apply = */ llama_sampler_greedy_apply, - /* .reset = */ nullptr, - /* .clone = */ nullptr, - /* .free = */ nullptr, + /* .reset = */ llama_sampler_greedy_reset, + /* .clone = */ llama_sampler_greedy_clone, + /* .free = */ llama_sampler_greedy_free, /* .backend_init = */ llama_sampler_greedy_backend_init, /* .backend_accept = */ nullptr, /* .backend_apply = */ llama_sampler_greedy_backend_apply, @@ -1069,6 +1093,12 @@ static void llama_sampler_dist_apply(struct llama_sampler * smpl, llama_token_da #endif } +static void llama_sampler_dist_reset(struct llama_sampler * smpl) { + auto * ctx = (llama_sampler_dist *) smpl->ctx; + ctx->seed_cur = get_rng_seed(ctx->seed); + ctx->rng.seed(ctx->seed_cur); +} + static struct llama_sampler * llama_sampler_dist_clone(const struct llama_sampler * smpl) { const auto * ctx = (const llama_sampler_dist *) smpl->ctx; auto * result = llama_sampler_init_dist(ctx->seed); @@ -1083,12 +1113,6 @@ static struct llama_sampler * llama_sampler_dist_clone(const struct llama_sample return result; } -static void llama_sampler_dist_reset(struct llama_sampler * smpl) { - auto * ctx = (llama_sampler_dist *) smpl->ctx; - ctx->seed_cur = get_rng_seed(ctx->seed); - ctx->rng.seed(ctx->seed_cur); -} - static void llama_sampler_dist_free(struct llama_sampler * smpl) { delete (llama_sampler_dist *) smpl->ctx; } diff --git a/tests/test-backend-sampler.cpp b/tests/test-backend-sampler.cpp index 7c33d0374c..db1a2631f0 100644 --- a/tests/test-backend-sampler.cpp +++ b/tests/test-backend-sampler.cpp @@ -314,6 +314,8 @@ static void test_backend_greedy_sampling(const char * model_path) { GGML_ASSERT(false && "Failed to decode token"); } } + + llama_sampler_free(backend_sampler_chain); } static void test_backend_top_k_sampling(const char * model_path) { @@ -349,6 +351,8 @@ static void test_backend_top_k_sampling(const char * model_path) { test_ctx.token_to_piece(candidates[i], false).c_str()); } + llama_sampler_free(backend_sampler_chain); + // Sample using CPU sampler for verification that it is possible to do hybrid // sampling, first top_k on the backend and then dist on the CPU. struct llama_sampler_chain_params chain_params = llama_sampler_chain_default_params(); @@ -392,6 +396,9 @@ static void test_backend_temp_sampling(const char * model_path) { GGML_ASSERT(false && "Failed to decode token"); } + llama_sampler_free(backend_sampler_chain_0); + llama_sampler_free(backend_sampler_chain_1); + // Verfify sequence 0 { int32_t batch_idx = test_ctx.idx_for_seq(0); @@ -457,6 +464,8 @@ static void test_backend_temp_sampling(const char * model_path) { uint32_t n_logits = llama_get_sampled_logits_count_ith(test_ctx.ctx, batch_idx); GGML_ASSERT(n_logits == 1); + + llama_sampler_free(backend_sampler_chain); }; test_argmax_temp(0.0f); @@ -496,6 +505,8 @@ static void test_backend_temp_ext_sampling(const char * model_path) { int n_logits = llama_get_sampled_logits_count_ith(test_ctx.ctx, batch_idx); GGML_ASSERT(n_logits == test_ctx.n_vocab); } + + llama_sampler_free(backend_sampler_chain); } test_ctx.reset(); @@ -532,6 +543,8 @@ static void test_backend_temp_ext_sampling(const char * model_path) { } else { GGML_ASSERT(n_logits == (uint32_t) test_ctx.n_vocab); } + + llama_sampler_free(backend_sampler_chain); }; test_argmax_temp(0.0f, 0.3f, 1.0f); // Greedy (temp=0) @@ -597,6 +610,7 @@ static void test_backend_min_p_sampling(const char * model_path) { printf("min-p sampling test PASSED\n"); + llama_sampler_free(backend_sampler_chain); llama_sampler_free(chain); } @@ -653,6 +667,7 @@ static void test_backend_top_p_sampling(const char * model_path) { printf("top-p sampling test PASSED\n"); + llama_sampler_free(backend_sampler_chain); llama_sampler_free(chain); } @@ -723,6 +738,9 @@ static void test_backend_multi_sequence_sampling(const char * model_path) { } } + llama_sampler_free(sampler_chain_0); + llama_sampler_free(sampler_chain_1); + printf("backend multi-sequence sampling test PASSED\n"); } @@ -755,6 +773,7 @@ static void test_backend_dist_sampling(const char * model_path) { GGML_ASSERT(token >= 0 && token < test_ctx.n_vocab); llama_sampler_free(backend_sampler_chain); + printf("backend dist sampling test PASSED\n"); } From ab65b47a52ffabd247c3905e766d0969dfaf31fc Mon Sep 17 00:00:00 2001 From: Georgi Gerganov Date: Thu, 11 Dec 2025 14:12:35 +0200 Subject: [PATCH 115/119] tests : run backend sampler tests always on the CPU --- src/llama-sampling.cpp | 22 +++++++++++++--------- tests/test-backend-sampler.cpp | 17 +++++++++++++---- 2 files changed, 26 insertions(+), 13 deletions(-) diff --git a/src/llama-sampling.cpp b/src/llama-sampling.cpp index 811029052a..15dafcf102 100644 --- a/src/llama-sampling.cpp +++ b/src/llama-sampling.cpp @@ -616,8 +616,9 @@ private: // check if all ggml ops used by the sampler are supported by the backend static bool llama_sampler_backend_support( - llama_sampler * smpl, - ggml_backend_dev_t device) { + llama_sampler * smpl, + ggml_backend_buffer_type_t buft) { + auto * device = ggml_backend_buft_get_device(buft); if (!device) { // CPU backend always supported return true; @@ -669,6 +670,9 @@ static bool llama_sampler_backend_support( struct ggml_tensor * op = ggml_graph_node(gf, i); if (!ggml_backend_dev_supports_op(device, op)) { + LLAMA_LOG_WARN("%s: device '%s' does not have support for op %s needed for sampler '%s'\n", + __func__, ggml_backend_dev_name(device), ggml_op_name(op->op), smpl->iface->name(smpl)); + return false; } } @@ -958,7 +962,7 @@ static bool llama_sampler_greedy_backend_init( ggml_backend_buffer_type_t buft) { auto * sctx = (llama_sampler_greedy *) smpl->ctx; - const bool res = llama_sampler_backend_support(smpl, ggml_backend_buft_get_device(buft)); + const bool res = llama_sampler_backend_support(smpl, buft); sctx->init(res); @@ -1142,7 +1146,7 @@ static bool llama_sampler_dist_backend_init( sctx->inp_buf.reset(ggml_backend_alloc_ctx_tensors_from_buft(sctx->inp_ctx.get(), buft)); } - const bool res = llama_sampler_backend_support(smpl, ggml_backend_buft_get_device(buft)); + const bool res = llama_sampler_backend_support(smpl, buft); sctx->init(res); @@ -1274,7 +1278,7 @@ static bool llama_sampler_top_k_backend_init( ggml_backend_buffer_type_t buft) { auto * sctx = (llama_sampler_top_k *) smpl->ctx; - const bool res = llama_sampler_backend_support(smpl, ggml_backend_buft_get_device(buft)); + const bool res = llama_sampler_backend_support(smpl, buft); sctx->init(res); @@ -1419,7 +1423,7 @@ static bool llama_sampler_top_p_backend_init( ggml_backend_buffer_type_t buft) { auto * sctx = (llama_sampler_top_p *) smpl->ctx; - const bool res = llama_sampler_backend_support(smpl, ggml_backend_buft_get_device(buft)); + const bool res = llama_sampler_backend_support(smpl, buft); sctx->init(res); @@ -1613,7 +1617,7 @@ static bool llama_sampler_min_p_backend_init( ggml_backend_buffer_type_t buft) { auto * sctx = (llama_sampler_min_p *) smpl->ctx; - const bool res = llama_sampler_backend_support(smpl, ggml_backend_buft_get_device(buft)); + const bool res = llama_sampler_backend_support(smpl, buft); sctx->init(res); @@ -1861,7 +1865,7 @@ static bool llama_sampler_temp_backend_init( ggml_backend_buffer_type_t buft) { auto * sctx = (llama_sampler_temp *) smpl->ctx; - const bool res = llama_sampler_backend_support(smpl, ggml_backend_buft_get_device(buft)); + const bool res = llama_sampler_backend_support(smpl, buft); sctx->init(res); @@ -2004,7 +2008,7 @@ static bool llama_sampler_temp_ext_backend_init( ggml_backend_buffer_type_t buft) { auto * sctx = (llama_sampler_temp_ext *) smpl->ctx; - const bool res = llama_sampler_backend_support(smpl, ggml_backend_buft_get_device(buft)); + const bool res = llama_sampler_backend_support(smpl, buft); sctx->init(res); diff --git a/tests/test-backend-sampler.cpp b/tests/test-backend-sampler.cpp index db1a2631f0..b3f202771a 100644 --- a/tests/test-backend-sampler.cpp +++ b/tests/test-backend-sampler.cpp @@ -7,6 +7,7 @@ #undef NDEBUG #endif +#include #include #include #include @@ -31,7 +32,15 @@ struct test_model_context { llama_backend_init(); - model = llama_model_load_from_file(model_path, llama_model_default_params()); + // force CPU backend since it always supports all ggml operations + ggml_backend_dev_t devs[2]; + devs[0] = ggml_backend_dev_by_type(GGML_BACKEND_DEVICE_TYPE_CPU); + devs[1] = nullptr; + + auto mparams = llama_model_default_params(); + mparams.devices = devs; + + model = llama_model_load_from_file(model_path, mparams); if (model == nullptr) { fprintf(stderr, "Warning: failed to load model '%s', skipping test\n", model_path); cleanup(); @@ -63,9 +72,7 @@ struct test_model_context { if (n_seq_max < 0) { int32_t max_seq_id = 0; for (const auto & config : configs) { - if (config.seq_id > max_seq_id) { - max_seq_id = config.seq_id; - } + max_seq_id = std::max(config.seq_id, max_seq_id); } cparams.n_seq_max = max_seq_id + 1; } else { @@ -859,6 +866,8 @@ static void test_backend_logit_bias_sampling(const char * model_path) { printf("logit bias sampled token = %d, string='%s'\n", backend_token, backend_token_str.c_str()); GGML_ASSERT(backend_token == bias_token); + printf("backend logit bias sampling test PASSED\n"); + llama_sampler_free(backend_sampler_chain); } From 07b809bbc0d517f068f63a66e181dedb8367579e Mon Sep 17 00:00:00 2001 From: Oliver Simons Date: Fri, 12 Dec 2025 15:07:28 +0100 Subject: [PATCH 116/119] Apply suggestions from code review MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Co-authored-by: Johannes Gäßler --- ggml/src/ggml-cuda/cumsum.cu | 12 ++++++------ ggml/src/ggml-cuda/softmax.cu | 10 ++++++++-- 2 files changed, 14 insertions(+), 8 deletions(-) diff --git a/ggml/src/ggml-cuda/cumsum.cu b/ggml/src/ggml-cuda/cumsum.cu index 27e185bc58..1463bfa4f0 100644 --- a/ggml/src/ggml-cuda/cumsum.cu +++ b/ggml/src/ggml-cuda/cumsum.cu @@ -160,11 +160,11 @@ static void cumsum_cub(ggml_cuda_pool & pool, // Query how much temp storage CUDA UnBound (CUB) needs cub::DeviceScan::InclusiveSum(nullptr, // d_temp_storage (null = just query size) - tmp_size, // reference to size (will be set by CUB) - src, // input pointer - dst, // output pointer - ne, // number of elements - stream // CUDA stream to use + tmp_size, // reference to size (will be set by CUB) + src, // input pointer + dst, // output pointer + ne, // number of elements + stream // CUDA stream to use ); ggml_cuda_pool_alloc tmp_alloc(pool, tmp_size); @@ -190,7 +190,7 @@ static void cumsum_cuda( if (is_contiguous) { use_cub = true; - int64_t nrows = ne01 * ne02 * ne03; + const int64_t nrows = ne01 * ne02 * ne03; // TODO: Compare with DeviceSegmentedScan::InclusiveSegmentedSum for nrows > 1 once InclusiveSegmentedSum is released // Heuristics were determined as part of https://github.com/ggml-org/llama.cpp/pull/17004 if (((nrows == 1) && (ne00 > 1024)) || (ne00 / nrows > 4096)) { diff --git a/ggml/src/ggml-cuda/softmax.cu b/ggml/src/ggml-cuda/softmax.cu index b2d7336af5..4dffb1c168 100644 --- a/ggml/src/ggml-cuda/softmax.cu +++ b/ggml/src/ggml-cuda/softmax.cu @@ -232,10 +232,12 @@ static __device__ void soft_max_f32_parallelize_cols_single_row(const float * __ // Compute thread-local max for (int col = col_start; col < p.ncols;) { +#pragma unroll for (int i = 0; i < n_elem_per_thread; i++) { const int idx = col + i * step_size; local_vals[i] = idx < p.ncols ? x[idx] : -INFINITY; } +#pragma unroll for (int i = 0; i < n_elem_per_thread; i++) { local_max = fmaxf(local_max, local_vals[i]); } @@ -263,10 +265,12 @@ static __device__ void soft_max_f32_parallelize_cols_single_row(const float * __ // Compute softmax dividends, accumulate divisor float tmp_expf = 0.0f; for (int col = col_start; col < p.ncols;) { +#pragma unroll for (int i = 0; i < n_elem_per_thread; i++) { const int idx = col + i * step_size; local_vals[i] = idx < p.ncols ? x[idx] : -INFINITY; } +#pragma unroll for (int i = 0; i < n_elem_per_thread; i++) { const int idx = col + i * step_size; if (idx < p.ncols) { @@ -297,10 +301,12 @@ static __device__ void soft_max_f32_parallelize_cols_single_row(const float * __ // Divide dividend by global sum + store data for (int col = col_start; col < p.ncols;) { +#pragma unroll for (int i = 0; i < n_elem_per_thread; i++) { const int idx = col + i * step_size; local_vals[i] = idx < p.ncols ? dst[idx] : -INFINITY; } +#pragma unroll for (int i = 0; i < n_elem_per_thread; i++) { const int idx = col + i * step_size; if (idx < p.ncols) { @@ -367,7 +373,7 @@ static void launch_soft_max_kernels(const float * x, const T * mask, const float soft_max_f32<<>>(x, mask, sinks, dst, p); } -static __global__ void soft_max_f32_parallelize_cols(const float * __restrict__ x, +__launch_bounds__(8*WARP_SIZE, 1) static __global__ void soft_max_f32_parallelize_cols(const float * __restrict__ x, float * __restrict__ dst, float * __restrict__ tmp_vals, const soft_max_params p) @@ -408,7 +414,7 @@ static void soft_max_f32_cuda(const float * x, if (nbytes_shared <= smpbo) { launch_soft_max_kernels<32, 64, 128, 256, 512, 1024, 2048, 4096>(x, mask, sinks, dst, params, stream, block_dims, block_nums, nbytes_shared); } else { - // Parallelize across SMs for top-p/dist-smapling + // Parallelize across SMs for top-p/dist-sampling // The heuristic for parallelizing rows across SMs vs parallelizing single row & looping over all rows was done on the basis of a B6000 GPU and // Can be adapted further for lower-SM-count GPUs, though keeping data in registers should be implemented first as that is the optimal solution. if (ggml_cuda_info().devices[id].supports_cooperative_launch && ncols_x / (params.ne01 * params.ne02 * params.ne03) > 8192 && mask == nullptr && sinks == nullptr && params.scale == 1.0f && params.max_bias == 0.0f) { From 2652e745efbf13f928a8578906e413b49af3b146 Mon Sep 17 00:00:00 2001 From: Georgi Gerganov Date: Sun, 14 Dec 2025 16:45:07 +0200 Subject: [PATCH 117/119] webui : fix lint --- tools/server/public/index.html.gz | Bin 1444012 -> 1444008 bytes .../webui/src/lib/stores/chat.svelte.ts | 3 ++- 2 files changed, 2 insertions(+), 1 deletion(-) diff --git a/tools/server/public/index.html.gz b/tools/server/public/index.html.gz index 6bd53934bf05dc739761ef81a5cc0626264bd893..adc45706669901b3dc52bc1038d987aa9bf7a5b6 100644 GIT binary patch delta 854450 zcmV(pK=8k;kyxmaSb&59gaU*Ev;;JSe_QPj$S{BNeB*ul4-#Gd@dgP;Zbtp)-G4v) 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