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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.
2023-12-29server : replace sleep with condition variables (#4673)Justine Tunney
The server currently schedules tasks using a sleep(5ms) busy loop. This adds unnecessary latency since most sleep implementations do a round up to the system scheduling quantum (usually 10ms). Other libc sleep impls spin for smaller time intervals which results in the server's busy loop consuming all available cpu. Having the explicit notify() / wait() code also helps aid in the readability of the server code. See mozilla-Ocho/llamafile@711344b
2023-12-29server : fix OpenAI server sampling w.r.t. penalty. (#4675)SakuraUmi
2023-12-29server : allow to generate multimodal embeddings (#4681)Karthik Sethuraman
2023-12-28Fix OpenAI server sampling w.r.t. temp and seed (#4668)Justine Tunney
The default values for tfs_z and typical_p were being set to zero, which caused the token candidates array to get shrunk down to one element thus preventing any sampling. Note this only applies to OpenAI API compatible HTTP server requests. The solution is to use the default values that OpenAI documents, as well as ensuring we use the llama.cpp defaults for the rest. I've tested this change still ensures deterministic output by default. If a "temperature" greater than 0 is explicitly passed, then output is unique each time. If "seed" is specified in addition to "temperature" then the output becomes deterministic once more. See mozilla-Ocho/llamafile#117 See mozilla-Ocho/llamafile@9e4bf29
2023-12-23server : allow to specify custom prompt for penalty calculation (#3727)Alexey Parfenov
2023-12-17server : disable llm logs if SERVER_VERBOSE is off (#3792)olexiyb
2023-12-17server : fix grammar being ignored (#4494)AdithyanI
Fix bug in identifying the grammar.
2023-12-17server : fix possible ambiguity in content type charset (#4501)Alexey Parfenov
2023-12-17server : allow requests larger than 8K (#4500)mzcu
2023-12-15server : add optional API Key Authentication example (#4441)ShadovvBeast
* Add API key authentication for enhanced server-client security * server : to snake_case --------- Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2023-12-13server : fix handling of characters that span multiple tokens when streaming ↵shibe2
(#4446)
2023-12-12server : tweak default sampling parameters (#4367)kalomaze
* Set a more typical Top P setting as the default * Update temp max
2023-12-12english : use `typos` to fix comments and logs (#4354)Richard Kiss
2023-12-12server : fix local model name in server (#4420)Vladimir Zorin
2023-12-10Update README.md (#4388)Yueh-Po Peng
Fix small typo.
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>
2023-12-06server : recognize cache_prompt parameter in OAI API (#4347)Georgi Gerganov
2023-12-03server : fix OpenAI API `stop` field to be optional (#4299)Ed Lee
(cherry picked from commit Mozilla-Ocho/llamafile@e8c92bcb84ae3bcbf0d617b7ee6a5413bcbd58af)
2023-12-03py : add grammar to oai like api (#4294)Rickard Edén
2023-12-01llama : support optional tensors (#4283)Georgi Gerganov
2023-12-01server : add --log-disable to disable logging to file (#4260)Ziad Ben Hadj-Alouane
* * add --log-disable to disable logging to file in the server example * * typo fix
2023-12-01server : add single-client multi-prompt support (#4232)Ziad Ben Hadj-Alouane
* * add multiprompt support * * cleanup * * more cleanup * * remove atomicity of id_gen, and change lock_guard to unique_lock on completion requests * * remove all references to mutex_multitasks * Update examples/server/server.cpp Co-authored-by: Jared Van Bortel <cebtenzzre@gmail.com> * Update examples/server/server.cpp Co-authored-by: Jared Van Bortel <cebtenzzre@gmail.com> * Update examples/server/server.cpp Co-authored-by: Jared Van Bortel <cebtenzzre@gmail.com> * Update examples/server/server.cpp Co-authored-by: Jared Van Bortel <cebtenzzre@gmail.com> * * change to set --------- Co-authored-by: Jared Van Bortel <cebtenzzre@gmail.com>
2023-11-30py : fix oai proxy (#3972)rhjdvsgsgks
* fix oai proxy fix generation not stoped while bot stop talking in chat mode fix possible `slot_id` not exist response for cors (and pre flight) * oai proxy: workaround for some client (such as Chatbox) * use stop as separator to replace hardcoded `\n`
2023-11-25server : OAI API compatibility (#4198)Georgi Gerganov
* Add openai-compatible POST /v1/chat/completions API endpoint to server example * fix code style * Update server README.md * Improve server README.md * Fix server.cpp code style according to review * server : some style changes * server : indentation * server : enable special tokens during tokenization by default * server : minor code style * server : change random string generator * straightforward /v1/models endpoint --------- Co-authored-by: kir-gadjello <111190790+kir-gadjello@users.noreply.github.com> Co-authored-by: Tobi Lütke <tobi@Tobis-MacBook-Pro.local>
2023-11-23Fix incorrect format strings and uninitialized variables. (#4133)Haohui Mai
* Fix incorrect format strings and uninitialized variables. * Address comments * Add the missing include statement
2023-11-19server : relay error messages (#4131)SoftwareRenderer
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
2023-11-10server : fix crash when prompt exceeds context size (#3996)Alexey Parfenov
2023-11-10server : allow continue edit on completion mode (#3950)Jhen-Jie Hong
* server : allow continue edit on completion mode * server : handle abort case in runCompletion * server : style improvement
2023-11-08server : add min_p param (#3877)Mihai
* Update server.cpp with min_p after it was introduced in https://github.com/ggerganov/llama.cpp/pull/3841 * Use spaces instead of tabs * Update index.html.hpp after running deps.sh * Fix test - fix line ending
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>
2023-11-05server : fix typo for --alias shortcut from -m to -a (#3958)Thái Hoàng Tâm
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>
2023-11-01server : re-enable completion and embedded at the same time (#3876)Adrian Hesketh
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
2023-10-26server : do not release slot on image input (#3798)Georgi Gerganov
2023-10-24server : add parameter -tb N, --threads-batch N (#3584) (#3768)cebtenzzre
Co-authored-by: Michael Coppola <m18coppola@gmail.com> Co-authored-by: Michael Coppola <info@michaeljcoppola.com>
2023-10-24server : do not block system prompt update (#3767)Georgi Gerganov
* server : do not block system prompt update * server : update state machine logic to process system prompts * server : minor
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>
2023-10-22server : parallel decoding and multimodal (#3677)Georgi Gerganov
* implementing parallel decoding in server example * crash fixed * save dev progress * refactored sampling function * completion endpoint working * multiple client support * grammar + no stream completion * cached prompt support * chat.mjs support cached prompt + some fixes * server ui now support multiple clients * unused change reverted * fixed timings per slot * add context swap * add changes to README.md * llava multimodal integration * fixed tokens probs * add multimodal input - alfa * refactor code + remove unused comments + improved README.md * fix compilation errors with llvm * notify the user from server ui that multimodality is unavialable * some ci fixes * fix ci make build undefined ref errors * fix long prompt than ctx proposed in #3639 * fixed premature end due stop word * context shift fixed * fix llava implementation * sync README.md changes * readme change * update api like OpenAI * multimodal support enabled by default * fix make bui;d errors * fix multiple clients * fix zig build * new sampling API * latest changes of sampling API * server : coding-style normalization * server : coding-style normalization (part 2) * server : remove beam-search functionality * server : bug fix in ingest_images n_tokens is incremented internally by llama_batch_add * server : use refs + use llama_batch_clear() * server : snake case * server : minor sync * added thread safe pipeline * server : bach has to be allocated for n_parallel sequences * server : no need for atomic int - already using mutex * server : logs + minor code style * server : fix multibyte handle in partial response (#3706) * fix image load + view image in chat * make : silence stb warnings * clip : link to ggml, not to llama * server : fix switch fallthrough * server : fix crash in Debug on macOS (I have no idea why this fixes it!?) * server : refactor ctx_sampling init + n_ctx + names * server : bug fix for prompt caching * Do not save/load image_data to localStorage * editorconfig : new line in index.html * server : completion requests remember slot_id * Update readme to document multimodal in server * server : minor style * Update readme to document multimodal in server * server : hide ctx_sampling->prev behind API (#3696) * server : apply fix from #3722 * server : fix slot reuse * server : add comment about changing slot_state to bool --------- Co-authored-by: FSSRepo <go778sgt@gmail.com> Co-authored-by: Damian Stewart <d@damianstewart.com> Co-authored-by: Steward Garcia <57494570+FSSRepo@users.noreply.github.com> Co-authored-by: Jhen-Jie Hong <iainst0409@gmail.com> Co-authored-by: M. Yusuf Sarıgöz <yusufsarigoz@gmail.com>
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
2023-10-20server : fix uninitialized sampling context (close #3685)Georgi Gerganov
2023-10-18speculative : add tree-based sampling example (#3624)Georgi Gerganov
* sampling : one sequence per sampling context ggml-ci * speculative : add tree-based sampling support ggml-ci * speculative : reuse the n_parallel CLI param * speculative : refactor sampling * examples : fix build after sampling refactoring ggml-ci * batched : fix n_seq_id * sampling : fix malloc ggml-ci * swift : fix build ggml-ci * swift : try to fix build ggml-ci * prompts : add assistant.txt * common : add llama_batch_add() and llama_batch_clear() helpers * speculative : minor refactor ggml-ci * minor : comments + rename ggml-ci * speculative : fix off-by-one for n_drafted * speculative : fix the n_drafted fix + p constants
2023-10-17editorconfig : remove trailing spacesGeorgi Gerganov
2023-10-17server : documentation of JSON return value of /completion endpoint (#3632)coezbek
* Added documentation of JSON return value of /completion endpoint * Update examples/server/README.md --------- Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2023-10-12server : add completion mode (no chat) (#3582)Aarni Koskela
2023-10-12server : fix kv cache management (#3588)Georgi Gerganov
2023-10-11server : add parameter -tb N, --threads-batch N (#3584)Michael Coppola
Co-authored-by: Michael Coppola <info@michaeljcoppola.com>
generated by cgit v1.2.3 (git 2.25.1) at 2025-08-18 12:40:36 +0000