72d3b1898a
spec : add self‑speculative decoding (no draft model required) + refactor ( #18471 )
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* server: introduce self-speculative decoding
* server: moved self-call into speculative.cpp
* can_speculate() includes self-speculation
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
* server: can_speculate() tests self-spec
* server: replace can_speculate() with slot.can_speculate()
Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>
* common: use %zu format specifier for size_t in logging
Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>
* server: can_speculate() requires a task instance
* common: ngram map, config self-speculative decoding
* common: add enum common_speculative_type
* common: add vector of speculative states
* common: add option --spec-draftless
* server: cleanup (remove slot.batch_spec, rename)
* common: moved self-spec impl to ngram-map
* common: cleanup (use common_speculative_state_draft)
* spec : refactor
* cont : naming
* spec: remove --spec-config
* doc: (draftless) speculative decoding
* common: print performance in spec decoding
* minor : cleanup
* common : better names
* minor : cleanup + fix build
* minor: comments
* CODEOWNERS: add common/ngram-map.* (#18471 )
* common : rename speculative.draftless_type -> speculative.type
* ngram-map : fix uninitialized values
* ngram-map : take into account the input can become shorter
* ngram-map : revert len check for now
* arg : change `--spec-draftless` -> `--spec-type`
* spec : add common_speculative_state::accept()
* spec : refactor + add common_speculative_begin()
* spec : fix begin() call with mtmd
* spec : additional refactor + remove common_speculative_params
---------
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>
2026-01-28 19:42:42 +02:00
254098a279
common : refactor common_sampler + grammar logic changes ( #17937 )
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* common : refactor common_sampler + grammar logic changes
* tests : increase max_tokens to get needed response
* batched : fix uninitialized samplers
2025-12-14 10:11:13 +02:00
f66f582927
llama : refactor `src/llama.cpp` ( #10902 )
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* llama : scatter llama.cpp into multiple modules (wip)
* llama : control-vector -> adapter
* llama : arch
* llama : mmap
ggml-ci
* ci : remove BUILD_SHARED_LIBS=OFF
ggml-ci
* llama : arch (cont)
ggml-ci
* llama : chat
ggml-ci
* llama : model
ggml-ci
* llama : hparams
ggml-ci
* llama : adapter
ggml-ci
* examples : fix
ggml-ci
* rebase
ggml-ci
* minor
* llama : kv cache
ggml-ci
* llama : impl
ggml-ci
* llama : batch
ggml-ci
* cont
ggml-ci
* llama : context
ggml-ci
* minor
* llama : context (cont)
ggml-ci
* llama : model loader
ggml-ci
* common : update lora
ggml-ci
* llama : quant
ggml-ci
* llama : quant (cont)
ggml-ci
* minor [no ci]
2025-01-03 10:18:53 +02:00
d9d54e498d
speculative : refactor and add a simpler example ( #10362 )
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* speculative : refactor and add a simpler example
ggml-ci
* speculative : clean-up and add comments and TODOs [no ci]
* speculative : manage context in common_speculative
ggml-ci
* speculative : simplify
ggml-ci
* speculative : simplify (cont)
ggml-ci
* speculative : add --draft-min CLI arg
* speculative : minor fixup
* make : build fixes
* speculative : do not redraft previous drafts
ggml-ci
* speculative : fix the draft sampling
ggml-ci
* speculative : fix compile warning
* common : refactor args
ggml-ci
* common : change defaults [no ci]
* common : final touches
ggml-ci
2024-11-25 09:58:41 +02:00
7eee341bee
common : use common_ prefix for common library functions ( #9805 )
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* common : use common_ prefix for common library functions
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Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2024-10-10 22:57:42 +02:00
6262d13e0b
common : reimplement logging ( #9418 )
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https://github.com/ggerganov/llama.cpp/pull/9418
2024-09-15 20:46:12 +03:00
bfe76d4a17
common : move arg parser code to `arg.cpp` ( #9388 )
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* common : move arg parser to arg.cpp
* better categorize args
* add cmake
* missing climits
* missing cstdarg
* common : more explicit includes
* fix build
* refactor gpt_params_parse
* update server readme
* fix test
---------
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2024-09-09 23:36:09 +02:00
1b9ae5189c
common : refactor arg parser ( #9308 )
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* (wip) argparser v3
* migrated
* add test
* handle env
* fix linux build
* add export-docs example
* fix build (2)
* skip build test-arg-parser on windows
* update server docs
* bring back missing --alias
* bring back --n-predict
* clarify test-arg-parser
* small correction
* add comments
* fix args with 2 values
* refine example-specific args
* no more lamba capture
Co-authored-by: slaren@users.noreply.github.com
* params.sparams
* optimize more
* export-docs --> gen-docs
2024-09-07 20:43:51 +02:00
0a4ce78681
common : Changed tuple to struct (TODO fix) ( #8823 )
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* common : Changed tuple to struct (TODO fix)
Use struct `llama_init_result` to replace the previous
std::tuple<struct llama_model *, struct llama_context *>
* delete llama_init_default_params()
* delete the extra whitespace
2024-08-05 18:14:10 +02:00
e02b597be3
lookup: fibonacci hashing, fix crashes ( #8548 )
2024-07-17 23:35:44 +02:00
1442677f92
common : refactor cli arg parsing ( #7675 )
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* common : gpt_params_parse do not print usage
* common : rework usage print (wip)
* common : valign
* common : rework print_usage
* infill : remove cfg support
* common : reorder args
* server : deduplicate parameters
ggml-ci
* common : add missing header
ggml-ci
* common : remote --random-prompt usages
ggml-ci
* examples : migrate to gpt_params
ggml-ci
* batched-bench : migrate to gpt_params
* retrieval : migrate to gpt_params
* common : change defaults for escape and n_ctx
* common : remove chatml and instruct params
ggml-ci
* common : passkey use gpt_params
2024-06-04 21:23:39 +03:00
28103f4832
Server: fix seed for multiple slots ( #6835 )
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* Server: add tests for consistent results
* sampling: separate rng per sampling context
2024-04-24 11:08:36 +02:00
1b67731e18
BERT tokenizer fixes ( #6498 )
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Key changes:
* BERT conversion: fix abuse of LlamaHfVocab, do not set BOS or EOS
* Nomic Embed conversion: pad vocab instead of slicing embedding tensor
* llama_tokenize: handle added special tokens like HF does
2024-04-09 13:44:08 -04:00
50ccaf5eac
lookup: complement data from context with general text statistics ( #5479 )
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* lookup: evaluation tools, use corpus/previous gens
* fixup! lookup: evaluation tools, use corpus/previous gens
* fixup! lookup: evaluation tools, use corpus/previous gens
* fixup! lookup: evaluation tools, use corpus/previous gens
* fixup! lookup: evaluation tools, use corpus/previous gens
2024-03-23 01:24:36 +01:00
Sascha Rogmann
Georgi Gerganov
Diego Devesa
Xuan Son Nguyen
Liu Jia
Johannes Gäßler
Jared Van Bortel