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2024-01-11main : disable token count by default (#4874)Georgi Gerganov
2024-01-11main : print total token count and tokens consumed so far (#4874)pudepiedj
* Token count changes * Add show token count * Updating before PR * Two requested changes * Move param def posn
2024-01-08common : fix the short form of `--grp-attn-w`, not `-gat` (#4825)howlger
See https://github.com/ggerganov/llama.cpp/blob/master/common/common.cpp#L230C53-L230C57
2024-01-08main : add self-extend support (#4815)Georgi Gerganov
* examples : add passkey test * passkey : better prints * passkey : select pass key pos from CLI * passkey : simplify n_past logic * llama : "self-extend"-like context extension * passkey : add comment * main : add Self-Extend support * llama : add comment about llama_kv_cache_seq_div
2024-01-03train : fix typo in overlapping-samples help msg (#4758)Daniel Bevenius
This commit fixes a typo in the help message for the --overlapping-samples option. Signed-off-by: Daniel Bevenius <daniel.bevenius@gmail.com>
2023-12-30ggml : add ggml_cpu_has_avx_vnni() (#4589)automaticcat
* feat: add avx_vnni based on intel documents * ggml: add avx vnni based on intel document * llama: add avx vnni information display * docs: add more details about using oneMKL and oneAPI for intel processors * docs: add more details about using oneMKL and oneAPI for intel processors * docs: add more details about using oneMKL and oneAPI for intel processors * docs: add more details about using oneMKL and oneAPI for intel processors * docs: add more details about using oneMKL and oneAPI for intel processors * Update ggml.c Fix indentation upgate Co-authored-by: Georgi Gerganov <ggerganov@gmail.com> --------- Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2023-12-29cmake : fix ld warning duplicate libraries libllama.a (#4671)Cuong Trinh Manh
* fix "ld: warning: ignoring duplicate libraries: '../libllama.a'" * fix warning in example.
2023-12-23server : allow to specify custom prompt for penalty calculation (#3727)Alexey Parfenov
2023-12-23grammar : check the full vocab only if necessary (opt) (#4306)kalomaze
* Check the full vocab for grammar only if necessary * Fix missing logit restoration step (?) Does this matter, actually? * Fix whitespace / formatting * Adjust comment * Didn't mean to push test gbnf * Split sampling into the helper function (?) And also revert the changes made to the header * common : fix final newline --------- Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2023-12-22lookup : add prompt lookup decoding example (#4484)LeonEricsson
* initial commit, going through initializations * main loop finished, starting to debug * BUG: generates gibberish/repeating tokens after a while * kv_cache management * Added colors to distinguish drafted tokens (--color). Updated README * lookup : fix token positions in the draft batch * lookup : use n_draft from CLI params * lookup : final touches --------- Co-authored-by: Leon Ericsson <leon.ericsson@icloud.com> Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2023-12-21common : remove incorrect --model-draft default (#4568)Jared Van Bortel
2023-12-14ggml : remove n_dims from ggml_tensor (#4469)slaren
ggml-ci
2023-12-13common : add `--version` option to show build info in CLI (#4433)Siwen Yu
2023-12-12english : use `typos` to fix comments and logs (#4354)Richard Kiss
2023-12-07llama : per-layer KV cache + quantum K cache (#4309)Georgi Gerganov
* per-layer KV * remove unnecessary copies * less code duplication, offload k and v separately * llama : offload KV cache per-layer * llama : offload K shift tensors * llama : offload for rest of the model arches * llama : enable offload debug temporarily * llama : keep the KV related layers on the device * llama : remove mirrors, perform Device -> Host when partial offload * common : add command-line arg to disable KV cache offloading * llama : update session save/load * llama : support quantum K cache (#4312) * llama : support quantum K cache (wip) * metal : add F32 -> Q8_0 copy kernel * cuda : add F32 -> Q8_0 copy kernel ggml-ci * cuda : use mmv kernel for quantum cache ops * llama : pass KV cache type through API * llama : fix build ggml-ci * metal : add F32 -> Q4_0 copy kernel * metal : add F32 -> Q4_1 copy kernel * cuda : wip * cuda : add F32 -> Q4_0 and F32 -> Q4_1 copy kernels * llama-bench : support type_k/type_v * metal : use mm kernel only for quantum KV cache * cuda : add comment * llama : remove memory_f16 and kv_f16 flags --------- Co-authored-by: slaren <slarengh@gmail.com> * readme : add API change notice --------- Co-authored-by: slaren <slarengh@gmail.com>
2023-12-06common : fix compile warningGeorgi Gerganov
2023-12-05llama : allow overriding GGUF metadata when loading model (#4092)Kerfuffle
* feat: Allow overriding GGUF metadata when loading model * Fix the one time GCC is stricter than clang about something * Step1 * Refactor... basically everything! * Nuke obsolete GetArrayLen struct * simplify std::string specialization * Various cleanups Add informational output when overrides are applied Warn user when an override with the wrong type is specified * Fix broken logic for parsing bool KV overrides Fix issue where overrides didn't apply when key missing in GGUF metadata Resolve merge changes * llama : rearrange model params * Update new GET_KEY call Add note that metadata KV overrides aren't reflected in initial metadata KV info dump --------- Co-authored-by: cebtenzzre <cebtenzzre@gmail.com> Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2023-12-05sampling : custom samplers order (#4285)MaggotHATE
* Samplers sequence order w parameter * Cleaned commented code * Fixed formatting * Rewrote with unordered_map * Revert and rewrite, too many problems and safeguards would be needed * Fixed code style * Code style fixes according to review * More readable samplers input string, fixed help * Style fix in sampler_queue * Formatting fixes * Fixing whitespaces
2023-12-04grammar-parser : fix typo (#4318)Ikko Eltociear Ashimine
preceeding -> preceding
2023-12-01build : fix build info generation and cleanup Makefile (#3920)Jared Van Bortel
* cmake : fix joining of REAL_GIT_DIR * fix includes with help from include-what-you-use * make : remove unneeded deps and add test-rope target * fix C includes in C++ source files * Revert "fix includes with help from include-what-you-use" This reverts commit 635e9fadfd516d4604a0fecf4a854bfb25ad17ae.
2023-11-27cmake : fix issue with version info not getting baked into LlamaConfig.cmake ↵bandoti
(#3970) * Split CPP generation from build-info query * Remove blank lines * Add BUILD_SHARED_LIBS option
2023-11-23llama : KV cache view API + better KV cache management (#4170)Georgi Gerganov
* llama : keep track of used KV cells + better KV cache management * llama : zero KV cache used upon clear ggml-ci * llama : allow exporting a view of the KV cache (#4180) * Allow exporting a view of the KV cache * Allow dumping the sequences per cell in common * Track max contiguous cells value and position as well * Fix max contiguous empty cells index calculation Make dump functions deal with lengths or sequences counts > 10 better * Fix off by one error in dump_kv_cache_view * Add doc comments for KV cache view functions Eliminate cell sequence struct; use llama_seq_id directly Minor cleanups * common : add -dkvc arg for enabling kv cache dumps --------- Co-authored-by: Kerfuffle <44031344+KerfuffleV2@users.noreply.github.com>
2023-11-20main : Add ChatML functionality to main example (#4046)Seb C
Co-authored-by: Sebastian Cramond <sebby37@users.noreply.github.com>
2023-11-19common : comma should be semicolon (#4137)kchro3
2023-11-17common : improve yaml log escaping (#4080)Jannis Schönleber
* logging: improve escaping in yaml output * logging: include review feedback
2023-11-17train : move number of gpu layers argument parsing to common/train.cpp (#4074)Jiří Podivín
- introduces help entry for the argument - cuts '--gpu-layers' form in order to simplify usage and documentation. Signed-off-by: Jiri Podivin <jpodivin@gmail.com> Co-authored-by: Jiri Podivin <jpodivin@redhat.com>
2023-11-16Respect tokenizer.ggml.add_bos_token value when tokenizing (#4040)Kerfuffle
* gguf-py: gguf-dump: Respect --no-tensor flag in JSON mode. * Respect add_bos_token GGUF metadata value * gguf-py: Try to fix SpecialVocab giving up too easily for the Nth time
2023-11-13sync : ggml (backend v2) (#3912)Georgi Gerganov
* sync : ggml (backend v2) (wip) * sync : migrate examples and llama.cpp to dynamic graphs (wip) * sync : update tests + fix max op params to 64 ggml-ci * sync : ggml-cuda ggml-ci * llama : fix save/load state context size ggml-ci * sync : try to fix build on tvOS * sync : pass custom graph sizes in training examples * sync : update graph copies to new ggml API * sync : update sync-ggml.sh with new files * scripts : fix header in sync script * train : fix context size calculations * llama : increase inference graph size up to 4096 nodes * train : allocate grads for backward graphs * train : allocate grads for gb_tmp
2023-11-07llava : expose as a shared library for downstream projects (#3613)Damian Stewart
* wip llava python bindings compatibility * add external llava API * add base64 in-prompt image support * wip refactor image loading * refactor image load out of llava init * cleanup * further cleanup; move llava-cli into its own file and rename * move base64.hpp into common/ * collapse clip and llava libraries * move llava into its own subdir * wip * fix bug where base64 string was not removed from the prompt * get libllava to output in the right place * expose llava methods in libllama.dylib * cleanup memory usage around clip_image_* * cleanup and refactor *again* * update headerdoc * build with cmake, not tested (WIP) * Editorconfig * Editorconfig * Build with make * Build with make * Fix cyclical depts on Windows * attempt to fix build on Windows * attempt to fix build on Windows * Upd TODOs * attempt to fix build on Windows+CUDA * Revert changes in cmake * Fix according to review comments * Support building as a shared library * address review comments --------- Co-authored-by: M. Yusuf Sarıgöz <yusufsarigoz@gmail.com> Co-authored-by: Jared Van Bortel <jared@nomic.ai>
2023-11-05ggml-cuda : fix f16 mul mat (#3961)slaren
* ggml-cuda : fix f16 mul mat ggml-ci * silence common.cpp warning (bonus)
2023-11-05Allow common process_escapes to handle \x sequences (#3928)Kerfuffle
* Allow common process_escapes to handle \x sequences * Fix edge case when second hex digit is NUL
2023-11-03speculative : change default p_accept to 0.5 + CLI args (#3919)Georgi Gerganov
ggml-ci
2023-11-03common : YAYF (yet another YARN fix) (#3925)Georgi Gerganov
ggml-ci
2023-11-02cmake : fix relative path to git submodule index (#3915)Andrei
2023-11-02build : link against build info instead of compiling against it (#3879)cebtenzzre
* cmake : fix build when .git does not exist * cmake : simplify BUILD_INFO target * cmake : add missing dependencies on BUILD_INFO * build : link against build info instead of compiling against it * zig : make build info a .cpp source instead of a header Co-authored-by: Matheus C. França <matheus-catarino@hotmail.com> * cmake : revert change to CMP0115 --------- Co-authored-by: Matheus C. França <matheus-catarino@hotmail.com>
2023-11-01llama : implement YaRN RoPE scaling (#2268)cebtenzzre
Co-authored-by: cebtenzzre <cebtenzzre@gmail.com> Co-authored-by: Jeffrey Quesnelle <jquesnelle@gmail.com>
2023-11-01common : minor (#3715)Georgi Gerganov
2023-11-01common : allow caller to handle help/argument exceptions (#3715)bandoti
* Allow caller to handle help/argument exceptions * Prepend newline to usage output * Add new gpt_params_parse_ex function to hide arg-parse impl * Fix issue blocking success case * exit instead of returning false * Update common/common.h Co-authored-by: Georgi Gerganov <ggerganov@gmail.com> * Update common/common.cpp Co-authored-by: Georgi Gerganov <ggerganov@gmail.com> --------- Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2023-11-01log : make generating separate log files optional (#3787)staviq
* impl --log-new, --log-append * Update common/log.h Co-authored-by: cebtenzzre <cebtenzzre@gmail.com> * Update common/log.h Co-authored-by: cebtenzzre <cebtenzzre@gmail.com> * Apply suggestions from code review Co-authored-by: cebtenzzre <cebtenzzre@gmail.com> --------- Co-authored-by: cebtenzzre <cebtenzzre@gmail.com>
2023-11-01sampling : null grammar field after reset (#3885)l3utterfly
2023-11-01finetune : add -ngl parameter (#3762)Andrew Godfrey
* Add '-ngl' support to finetune.cpp * Add fprintf in ggml_cuda_op_add When I tried CUDA offloading during finetuning following the readme, I got an assert here. This probably isn't an important case because inference later gives a warning saying you should use f16 or f32 instead when using lora * Add 'finetune.sh', which currently fails when using GPU "error: operator (): Finetuning on tensors with type 'f16' is not yet supported" * tweak finetune.sh * Suppress some warnings in ggml.c * Add f16 implementation to ggml_compute_forward_add_f16_f32 * Add an f16 case to ggml_add_cast_impl and llama_build_lora_finetune_graphs * finetune.sh: Edit comments * Add "add_f16_f32_f32_cuda" * Tweak an error message * finetune.sh: Add an optional LLAMA_MODEL_DIR variable * finetune.sh: Add an optional LLAMA_TRAINING_DIR variable * train : minor * tabs to spaces --------- Co-authored-by: Georgi Gerganov <ggerganov@gmail.com> Co-authored-by: cebtenzzre <cebtenzzre@gmail.com>
2023-10-31samplers : Min-P sampler implementation [alternative to Top P/Top K] (#3841)kalomaze
* Introduce the new Min-P sampler by @kalomaze The Min-P sampling method was designed as an alternative to Top-P, and aims to ensure a balance of quality and variety. The parameter *p* represents the minimum probability for a token to be considered, relative to the probability of the most likely token. * Min-P enabled and set to 0.05 default --------- Co-authored-by: Georgi Gerganov <ggerganov@gmail.com> Co-authored-by: cebtenzzre <cebtenzzre@gmail.com>
2023-10-29Extend llama_kv_cache_seq_rm to allow matching any sequence (#3843)Kerfuffle
* Extend llama_kv_cache_seq_rm to allow matichng any sequence * Replace llama_kv_cache_tokens_rm with llama_kv_cache_clear Use llama_kv_cache_clear for cache clearing Change calls to llama_kv_cache_tokens_rm that want to delete by position to use llama_kv_cache_seq_rm functionality
2023-10-28llama : add option for greedy sampling with probs (#3813)Georgi Gerganov
* llama : add option for greedy sampling with probs * llama : add comment about llama_sample_token_greedy() missing probs * sampling : temp == 0.0 -> no probs, temp < 0.0 -> probs
2023-10-28common : print that one line of the syntax help *also* to standard output ↵Henk Poley
(#3823)
2023-10-25log : disable pid in log filenamesGeorgi Gerganov
2023-10-23llama : remove token functions with `context` args in favor of `model` (#3720)Marcus Dunn
* added `llama_model_token_*` variants to all the `llama_token_*` functions. * added `LLAMA_API` * formatting Co-authored-by: Georgi Gerganov <ggerganov@gmail.com> * removed old `llama_token` functions * changed 3 more functions to take in model - `llama_token_get_text` - `llama_token_get_score` - `llama_token_get_type` * added back docs * fixed main.cpp * changed token functions to use new model variants * changed token functions to use new model variants --------- Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2023-10-22main : escape prompt for cfg_negative_prompt and consecutive inputs in main ↵vvhg1
with interactive (#3623) * infill tokens correction * serverinfill tokens correction * removing any leading whitespace from infill suffix and removing leeading space token from suffix when params.escape * removing any leading whitespace from infill suffix and removing leeading space token from suffix when params.escape * only rm when params.escape, rm space if possible which is added back or rm added space token * only rm when params.escape, rm space if possible which is added back or rm added space token * Revert "only rm when params.escape, rm space if possible which is added back or rm added space token" This reverts commit 63ba0b621f21077c0e3bc6ba6a327534123cb738. * fix interactive prompt escaping and fix server infill leading space handling * rm unnecessary bool check * process escapes for neg prompt and interactive consec prompts * removed unneccessary static string escape
2023-10-20sampling : refactor init to use llama_sampling_params (#3696)Georgi Gerganov
* sampling : refactor init to use llama_sampling_params * llama : combine repetition, frequency and presence penalties in 1 call * examples : remove embd-input and gptneox-wip * sampling : rename penalty params + reduce size of "prev" vector * sampling : add llama_sampling_print helper * sampling : hide prev behind API and apply #3661 ggml-ci
2023-10-20ggml : fix rope + llama minor optimizations (#3560)Herman Semenov
* Minor fixes and fixed memleak * Using const auto references in range-based loop C++17
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