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2024-06-04llama : remove beam search (#7736)Georgi Gerganov
2024-06-04readme : remove obsolete Zig instructions (#7471)Georgi Gerganov
2024-06-04llama-bench : allow using a different printer for stderr with -oe (#7722)slaren
compare-commits.sh : hide stdout, use -oe to print markdown
2024-06-04Improve hipBLAS support in CMake (#7696)Daniele
* Improve hipBLAS support in CMake This improves the detection of the correct CMAKE_PREFIX_PATH when using different distributions or a self-built ROCm SDK. * Set ROCM_PATH correctly
2024-06-04refine .gitignore (#7688)zhouwg
This adds tags and android ndk into the git ignore list
2024-06-04Per token attributes (#7685)jaime-m-p
* Add per token attributes enum * Using phi-3 for testing 'rstrip' * Using jina-v2 for testing 'lstrip' * Brute force test for 'lstrip' and 'rstrip' * Implement 'rstrip' and 'lstrip' * Update phi-3 GGUF file (obsolete since 917dc8c) * Replace llama_token_type with llama_token_attribs
2024-06-04ggml : prevent builds with -ffinite-math-only (#7726)Georgi Gerganov
This enforces a check that -fno-finite-math-only was set and that the operating compiling mode is not in finite maths mode. This is because during rewriting of silu and softmax for cpu #7154 there emerged an issue where the result that was observed when >1 slot was nondeterministic as found by @JohannesGaessler. @LostRuins narrowed the problem down to -ffinite-math-only which was theorised to be due to SiLU, instead of flushing small values to 0, returns NaN or some other garbage. @jart proposed a fix that @ggerganov then implemented in this fix ref https://github.com/ggerganov/llama.cpp/pull/7154#issuecomment-2145661825
2024-06-03llama : offload to RPC in addition to other backends (#7640)Radoslav Gerganov
* llama : offload to RPC in addition to other backends * - fix copy_tensor being called on the src buffer instead of the dst buffer - always initialize views in the view_src buffer - add RPC backend to Makefile build - add endpoint to all RPC object names * add rpc-server to Makefile * Update llama.cpp Co-authored-by: slaren <slarengh@gmail.com> --------- Co-authored-by: slaren <slarengh@gmail.com>
2024-06-03ggml : use OpenMP as a thread pool (#7606)Masaya, Kato
* ggml: Added OpenMP for multi-threads processing * ggml : Limit the number of threads used to avoid deadlock * update shared state n_threads in parallel region * clear numa affinity for main thread even with openmp * enable openmp by default * fix msvc build * disable openmp on macos * ci : disable openmp with thread sanitizer * Update ggml.c Co-authored-by: Georgi Gerganov <ggerganov@gmail.com> --------- Co-authored-by: slaren <slarengh@gmail.com> Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2024-06-03make: fix debug options not being applied to NVCC (#7714)Johannes Gäßler
2024-06-03Vulkan Mixture of Experts (MoE) support (#7628)0cc4m
* Finish Vulkan mul_mat_id implementation * Add Vulkan sum_rows and div ops * Fix MUL_MAT_ID matrix matrix shader * Fix MUL_MAT_ID matrix vector shader dispatch size * Fix MUL_MAT_ID matrix vector shader and dispatch code * Update Vulkan CPU offload for MUL_MAT_ID * Fix crash when using split mode none and setting a main GPU
2024-06-03cmake : add pkg-config spec file for llama.cpp (#7702)Andy Tai
2024-06-03llama : MiniCPM support tied embeddings (#7664)zhangkaihuo
* support lm_head * remove the code block --------- Co-authored-by: zhangkaihuo <zhangkaihuo@modelbest.cn>
2024-06-03llama : avoid double token-to-piece cache (#7654)Georgi Gerganov
ggml-ci
2024-06-03kompute : implement op_getrows_f32 (#6403)woachk
op_getrows_f32 is required since https://github.com/ggerganov/llama.cpp/pull/6122 for the Vulkan w/ Kompute backend to be functional. As such, implement this op to make this backend functional again.
2024-06-02fix bug introduced in using calloc (#7701)Dave Airlie
compilade pointed this out on the previous MR
2024-06-02flake.lock: Update (#7686)Georgi Gerganov
Flake lock file updates: • Updated input 'flake-parts': 'github:hercules-ci/flake-parts/8dc45382d5206bd292f9c2768b8058a8fd8311d9?narHash=sha256-/GJvTdTpuDjNn84j82cU6bXztE0MSkdnTWClUCRub78%3D' (2024-05-16) → 'github:hercules-ci/flake-parts/2a55567fcf15b1b1c7ed712a2c6fadaec7412ea8?narHash=sha256-iKzJcpdXih14qYVcZ9QC9XuZYnPc6T8YImb6dX166kw%3D' (2024-06-01) • Updated input 'flake-parts/nixpkgs-lib': 'https://github.com/NixOS/nixpkgs/archive/50eb7ecf4cd0a5756d7275c8ba36790e5bd53e33.tar.gz?narHash=sha256-QBx10%2Bk6JWz6u7VsohfSw8g8hjdBZEf8CFzXH1/1Z94%3D' (2024-05-02) → 'https://github.com/NixOS/nixpkgs/archive/eb9ceca17df2ea50a250b6b27f7bf6ab0186f198.tar.gz?narHash=sha256-lIbdfCsf8LMFloheeE6N31%2BBMIeixqyQWbSr2vk79EQ%3D' (2024-06-01) • Updated input 'nixpkgs': 'github:NixOS/nixpkgs/bfb7a882678e518398ce9a31a881538679f6f092?narHash=sha256-4zSIhSRRIoEBwjbPm3YiGtbd8HDWzFxJjw5DYSDy1n8%3D' (2024-05-24) → 'github:NixOS/nixpkgs/ad57eef4ef0659193044870c731987a6df5cf56b?narHash=sha256-SzDKxseEcHR5KzPXLwsemyTR/kaM9whxeiJohbL04rs%3D' (2024-05-29) Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
2024-06-02chore : add ignore rule for generated server themes (#7689)Austin
2024-06-02[SYCL] Update rpc-server.cpp to include SYCL backend (#7682)nickp27
* Update rpc-server.cpp to include SYCL backend Draft PR to address inclusion of SYCL backend for RPC server * Update rpc-server.cpp
2024-06-01Fix FlashAttention debug test, FP32 assert (#7684)Johannes Gäßler
2024-06-01server : new UI (#7633)Yazan Agha-Schrader
* ic * migrate my eary work * add the belonging stuff: css,favicon etc * de prompts * chore: Update HTML meta tags in index.html file * add api-key css classes * some necessary fixes * Add API key CSS classes and update styling in style.css * clean the code * move API to the top, rearrange param sliders. update css * add tooltips to the parameters with comprehensible explanations * fix FloatField and BoolField tooltips * fix grammar field width * use template literales for promptFormats.js * update const ModelGenerationInfo * remove ms per token, since not relevant for most webui users and use cases * add phi-3 prompt template * add phi3 to dropdown * add css class * update forgotten css theme * add user message suffix * fix chatml & add llama3 format * fix llama3 prompt template * more prompt format fixes * add more comon stop tokens * add missing char * do not separate with new line or comma * move prompt style * add hacky llama2 prompt solution, reduce redundancy in promptFormats.js * fix toggle state localstorage * add cmd-r prompt et reduce redundancy * set default prompt to empty * move files, clean code * fix css path * add a button to the new ui * move new ui to "/public" due to otherwise problematic CORS behaviour * include new ui in cpp * fix wrong link to old ui * renaming to ensure consistency * fix typos "prompt-format" -> "prompt-formats" * use correct indent * add new ui files to makefile * fix typo
2024-06-02SimpleChat: Simple histogram/repeatMatching driven garbageTrimming, Settings ↵HanishKVC
UI, Streaming mode, OpenAi Compat (Model, Authorization Bearer), Save/Restore session, Auto Settings UI (#7548) * SimpleChat:DU:BringIn local helper js modules using importmap Use it to bring in a simple trim garbage at end logic, which is used to trim received response. Also given that importmap assumes esm / standard js modules, so also global variables arent implicitly available outside the modules. So add it has a member of document for now * SimpleChat:DU: Add trim garbage at end in loop helper * SimpleChat:DU:TrimGarbage if unable try skip char and retry * SimpleChat:DU: Try trim using histogram based info TODO: May have to add max number of uniq chars in histogram at end of learning phase. * SimpleChat:DU: Switch trim garbage hist based to maxUniq simple Instead of blindly building histogram for specified substring length, and then checking if any new char within specified min garbage length limit, NOW exit learn state when specified maxUniq chars are found. Inturn there should be no new chars with in the specified min garbage length required limit. TODO: Need to track char classes like alphabets, numerals and special/other chars. * SimpleChat:DU: Bring in maxType to the mix along with maxUniq Allow for more uniq chars, but then ensure that a given type of char ie numerals or alphabets or other types dont cross the specified maxType limit. This allows intermixed text garbage to be identified and trimmed. * SimpleChat:DU: Cleanup debug log messages * SimpleChat:UI: Move html ui base helpers into its own module * SimpleChat:DU:Avoid setting frequence/Presence penalty Some models like llama3 found to try to be over intelligent by repeating garbage still, but by tweaking the garbage a bit so that it is not exactly same. So avoid setting these penalties and let the model's default behaviour work out, as is. Also the simple minded histogram based garbage trimming from end, works to an extent, when the garbage is more predictable and repeatative. * SimpleChat:UI: Add and use a para-create-append helper Also update the config params dump to indicate that now one needs to use document to get hold of gMe global object, this is bcas of moving to module type js. Also add ui.mjs to importmap * SimpleChat:UI: Helper to create bool button and use it wrt settings * SimpleChat:UI: Add Select helper and use it wrt ChatHistoryInCtxt * SimpleChat:UI:Select: dict-name-value, value wrt default, change Take a dict/object of name-value pairs instead of just names. Inturn specify the actual value wrt default, rather than the string representing that value. Trap the needed change event rather than click wrt select. * SimpleChat:UI: Add Div wrapped label+element helpers Move settings related elements to use the new div wrapped ones. * SimpleChat:UI:Add settings button and bring in settings ui * SimpleChat:UI:Settings make boolean button text show meaning * SimpleChat: Update a bit wrt readme and notes in du * SimpleChat: GarbageTrim enable/disable, show trimmed part ifany * SimpleChat: highlight trim, garbage trimming bitmore aggressive Make it easy for end user to identified the trimmed text. Make garbage trimming logic, consider a longer repeat garbage substring. * SimpleChat: Cleanup a bit wrt Api end point related flow Consolidate many of the Api end point related basic meta data into ApiEP class. Remove the hardcoded ApiEP/Mode settings from html+js, instead use the generic select helper logic, inturn in the settings block. Move helper to generate the appropriate request json string based on ApiEP into SimpleChat class itself. * SimpleChat:Move extracting assistant response to SimpleChat class so also the trimming of garbage. * SimpleChat:DU: Bring in both trim garbage logics to try trim * SimpleChat: Cleanup readme a bit, add one more chathistory length * SimpleChat:Stream:Initial handshake skeleton Parse the got stream responses and try extract the data from it. It allows for a part read to get a single data line or multiple data line. Inturn extract the json body and inturn the delta content/message in it. * SimpleChat: Move handling oneshot mode server response Move handling of the oneshot mode server response into SimpleChat. Also add plumbing for moving multipart server response into same. * SimpleChat: Move multi part server response handling in * SimpleChat: Add MultiPart Response handling, common trimming Add logic to call into multipart/stream server response handling. Move trimming of garbage at the end into the common handle_response helper. Add new global flag to control between oneshot and multipart/stream mode of fetching response. Allow same to be controlled by user. If in multipart/stream mode, send the stream flag to the server. * SimpleChat: show streamed generative text as it becomes available Now that the extracting of streamed generated text is implemented, add logic to show the same on the screen. * SimpleChat:DU: Add NewLines helper class To work with an array of new lines. Allow adding, appending, shifting, ... * SimpleChat:DU: Make NewLines shift more robust and flexible * SimpleChat:HandleResponseMultiPart using NewLines helper Make handle_response_multipart logic better and cleaner. Now it allows for working with the situation, where the delta data line got from server in stream mode, could be split up when recving, but still the logic will handle it appropriately. ALERT: Rather except (for now) for last data line wrt a request's response. * SimpleChat: Disable console debug by default by making it dummy Parallely save a reference to the original func. * SimpleChat:MultiPart/Stream flow cleanup Dont try utf8-decode and newlines-add_append if no data to work on. If there is no more data to get (ie done is set), then let NewLines instance return line without newline at end, So that we dont miss out on any last-data-line without newline kind of scenario. Pass stream flag wrt utf-8 decode, so that if any multi-byte char is only partly present in the passed buffer, it can be accounted for along with subsequent buffer. At sametime, bcas of utf-8's characteristics there shouldnt be any unaccounted bytes at end, for valid block of utf8 data split across chunks, so not bothering calling with stream set to false at end. LATER: Look at TextDecoder's implementation, for any over intelligence, it may be doing.. If needed, one can use done flag to account wrt both cases. * SimpleChat: Move baseUrl to Me and inturn gMe This should allow easy updating of the base url at runtime by the end user. * SimpleChat:UI: Add input element helper * SimpleChat: Add support for changing the base url This ensures that if the user is running the server with a different port or wants to try connect to server on a different machine, then this can be used. * SimpleChat: Move request headers into Me and gMe Inturn allow Authorization to be sent, if not empty. * SimpleChat: Rather need to use append to insert headers * SimpleChat: Allow Authorization header to be set by end user * SimpleChat:UI+: Return div and element wrt creatediv helpers use it to set placeholder wrt Authorization header. Also fix copy-paste oversight. * SimpleChat: readme wrt authorization, maybe minimal openai testing * SimpleChat: model request field for openai/equivalent compat May help testing with openai/equivalent web services, if they require this field. * SimpleChat: readme stream-utf-8 trim-english deps, exception2error * Readme: Add a entry for simplechat in the http server section * SimpleChat:WIP:Collate internally, Stream mode Trap exceptions This can help ensure that data fetched till that point, can be made use of, rather than losing it. On some platforms, the time taken wrt generating a long response, may lead to the network connection being broken when it enters some user-no-interaction related power saving mode. * SimpleChat:theResp-origMsg: Undo a prev change to fix non trim When the response handling was moved into SimpleChat, I had changed a flow bit unnecessarily and carelessly, which resulted in the non trim flow, missing out on retaining the ai assistant response. This has been fixed now. * SimpleChat: Save message internally in handle_response itself This ensures that throwing the caught exception again for higher up logic, doesnt lose the response collated till that time. Go through theResp.assistant in catch block, just to keep simple consistency wrt backtracing just in case. Update the readme file. * SimpleChat:Cleanup: Add spacing wrt shown req-options * SimpleChat:UI: CreateDiv Divs map to GridX2 class This allows the settings ui to be cleaner structured. * SimpleChat: Show Non SettingsUI config field by default * SimpleChat: Allow for multiline system prompt Convert SystemPrompt into a textarea with 2 rows. Reduce user-input-textarea to 2 rows from 3, so that overall vertical space usage remains same. Shorten usage messages a bit, cleanup to sync with settings ui. * SimpleChat: Add basic skeleton for saving and loading chat Inturn when ever a chat message (system/user/model) is added, the chat will be saved into browser's localStorage. * SimpleChat:ODS: Add a prefix to chatid wrt ondiskstorage key * SimpleChat:ODS:WIP:TMP: Add UI to load previously saved chat This is a temporary flow * SimpleChat:ODS:Move restore/load saved chat btn setup to Me This also allows being able to set the common system prompt ui element to loaded chat's system prompt. * SimpleChat:Readme updated wrt save and restore chat session info * SimpleChat:Show chat session restore button, only if saved session * SimpleChat: AutoCreate ChatRequestOptions settings to an extent * SimpleChat: Update main README wrt usage with server
2024-06-01CUDA: fix Pascal FA, deq. KV to FP16 for batch > 8 (#7681)Johannes Gäßler
2024-06-01CUDA: quantized KV support for FA vec (#7527)Johannes Gäßler
* CUDA: quantized KV support for FA vec * try CI fix * fix commented-out kernel variants * add q8_0 q4_0 tests * fix nwarps > batch size * split fattn compile via extern templates * fix flake8 * fix metal tests * fix cmake * make generate_cu_files.py executable * add autogenerated .cu files * fix AMD * error if type_v != FP16 and not flash_attn * remove obsolete code
2024-05-31server : update js (#7670)Georgi Gerganov
2024-05-31convert-hf : Handle NotImplementedError in convert-hf-to-gguf (#7660)Galunid
2024-05-31scripts: update compare_llama_bench.py [no ci] (#7673)Johannes Gäßler
2024-05-31Improve HIP compatibility (#7672)Daniele
2024-05-31readme : link homebrew discussionGeorgi Gerganov
2024-05-31ggml : fix loongson compile warnings (#7537)Georgi Gerganov
* ggml : fix loongson compile warnings ggml-ci * Fix loongarch quantize test fail. Fix unexpected error introduced during rebase code. * tests : disable json test due to lack of python on the CI node ggml-ci --------- Co-authored-by: junchao-loongson <zhaojunchao@loongson.cn>
2024-05-31Somehow '**' got lost (#7663)Galunid
2024-05-31Add convert.py removal to hot topics (#7662)Galunid
2024-05-31[no ci] docs: add aikit to readme (#7650)Sertaç Özercan
Signed-off-by: Sertac Ozercan <sozercan@gmail.com>
2024-05-30Fixed painfully slow single process builds. (#7326)JohnnyB
* Fixed painfully slow single process builds. * Added nproc for systems that don't default to nproc
2024-05-31llama : cache llama_token_to_piece (#7587)Georgi Gerganov
* llama : cache llama_token_to_piece ggml-ci * llama : use vectors and avoid has_cache ggml-ci * llama : throw on unknown tokenizer types ggml-ci * llama : print a log of the total cache size
2024-05-31Fix conan badge display [no ci] (#7645)Martin Delille
2024-05-31Add brew installation instruction to README [no ci] (#7616)Manuel
2024-05-30readme : add Conan badge (#7638)Martin Delille
2024-05-30github: add contact links to issues and convert question into research [no ↵Brian
ci] (#7612)
2024-05-30Move convert.py to examples/convert-legacy-llama.py (#7430)Galunid
* Move convert.py to examples/convert-no-torch.py * Fix CI, scripts, readme files * convert-no-torch -> convert-legacy-llama * Move vocab thing to vocab.py * Fix convert-no-torch -> convert-legacy-llama * Fix lost convert.py in ci/run.sh * Fix imports * Fix gguf not imported correctly * Fix flake8 complaints * Fix check-requirements.sh * Get rid of ADDED_TOKENS_FILE, FAST_TOKENIZER_FILE * Review fixes
2024-05-30faster avx512 exp implementation (#7551)Chris Elrod
* faster avx512 exp implementation * x->r * improve accuracy, handle special cases * remove `e`
2024-05-30ggml : fix loongarch build (O2 issue) (#7636)junchao-loongson
2024-05-30README: explain parallel build [no ci] (#7618)Johannes Gäßler
2024-05-30[SYCL] fix intel docker (#7630)Meng, Hengyu
* Update main-intel.Dockerfile * workaround for https://github.com/intel/oneapi-containers/issues/70 * reset intel docker in CI * add missed in server
2024-05-30gguf-py : Add tokenizer.ggml.pre to gguf-new-metadata.py (#7627)Galunid
2024-05-29metal : remove invalid asserts (#7617)Georgi Gerganov
2024-05-29metal : add missing asserts (#7617)Georgi Gerganov
2024-05-29ggml : fix YARN + add tests + add asserts (#7617)Georgi Gerganov
* tests : add rope tests ggml-ci * ggml : fixes (hopefully) ggml-ci * tests : add non-cont tests ggml-ci * cuda : add asserts for rope/norm + fix DS2 ggml-ci * ggml : assert contiguousness * tests : reduce RoPE tests ggml-ci
2024-05-29cuda : non-cont concat support (#7610)Georgi Gerganov
* tests : add non-cont concat tests * cuda : non-cont concat support ggml-ci
2024-05-29llama-bench : add support for the RPC backend (#7435)Radoslav Gerganov