#pragma once #include "llama.h" #include "common.h" struct common_speculative; struct common_speculative_params { int n_draft = 16; // max drafted tokens int n_reuse = 256; float p_min = 0.75f; // min probability required to accept a token in the draft }; struct mtp_kv_update_data { llama_token id; int32_t n_past; int32_t tok_idx; }; struct common_speculative * common_speculative_init( struct llama_context * ctx_tgt, struct llama_context * ctx_dft ); void common_speculative_free(struct common_speculative * spec); bool common_speculative_are_compatible( const struct llama_context * ctx_tgt, const struct llama_context * ctx_dft); void common_speculative_add_replacement_tgt_dft( struct common_speculative * spec, const char *source, const char *dest); // sample up to n_draft tokens and add them to the batch using the draft model llama_token mtp_speculative_gen_draft( struct common_sampler* smpl, struct llama_context* ctx, llama_token id_last, int32_t n_past, int32_t last_tok_idx); // sample up to n_draft tokens and add them to the batch using the draft model llama_tokens common_speculative_gen_draft( struct common_speculative * spec, struct common_speculative_params params, const llama_tokens & prompt, llama_token id_last); void mtp_update_kv_cache(struct llama_context * ctx, const llama_batch& batch, bool is_prompt_warmup); void mtp_accept_tokens( struct llama_context * ctx, const std::vector & ids, int32_t n_past_base, llama_seq_id seq_id );