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2023-04-15benchmark : fix result validation in benchmark-q4_0-matmult (#987)Ivan Komarov
2023-04-14Revert "main : alternative instruct mode (Vicuna support, etc.) (#863)" (#982)Pavol Rusnak
This reverts commit f4d277ae17247ee51129ef1a9ff74d377cc90b1b.
2023-04-14Expose type name from ggml (#970)Pavol Rusnak
Avoid duplication of type names in utils Co-authored-by: Håkon H. Hitland <haakon@likedan.net>
2023-04-14main : alternative instruct mode (Vicuna support, etc.) (#863)Tomáš Pazdiora
* Add support for configs, add configurable prefixes / suffixes, deprecate instruct mode, add stop prompt * Add multiline mode, update text input. * bugfix * update implementation * typos * Change --multiline implementation to be toggled by EOF. * bugfix * default multiline mode * add more configs * update formating * update formatting * apply suggestions
2023-04-14perplexity : add support for batch size to `--perplexity` (#407)Gary Linscott
* Add support to batch size for perplexity * Revert "Fix memory allocation issues and seg faults" This reverts commit 4870e455b3653f7d7769fa5772b2c90ffad088df. * update from merge * Remove perplexity from main * updates * Update batch size for efficiency
2023-04-13common : remove unnecessary includes (#947)CRD716
2023-04-13llama : merge llama_internal.h into llama.hGeorgi Gerganov
Hide it behind an #ifdef
2023-04-13fix whitespace (#944)CRD716
2023-04-13examples : add -n to alpaca and gpt4all scripts (#706)niansa/tuxifan
2023-04-13benchmark : add tool for timing q4_0 matrix multiplication (#653)SebastianApel
* Initial version of q4_0 matrix multiplication benchmark * Bugfix: Added dependency to ggml.o to benchmark * Reviewer requests: added parameter for threads, switched to ggml_time_us() * Reviewer input: removed rtsc, use epsilon for check * Review comment: Removed set_locale * Feature: Param for numer of iterations, Bugfix for use of parameter threads * Reviewer suggestion: Moved to examples * Reviewer feedback: Updated clean: and benchmark: sections --------- Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2023-04-11Fix whitespace, add .editorconfig, add GitHub workflow (#883)Pavol Rusnak
2023-04-11Add enum llama_ftype, sync ggml_type to model files (#709)Stephan Walter
2023-04-11Windows fixes (#890)comex
Mostly for msys2 and mingw64 builds, which are different from each other and different from standard Visual Studio builds. Isn't Windows fun? - Define _GNU_SOURCE in more files (it's already used in ggml.c for Linux's sake). - Don't use PrefetchVirtualMemory if not building for Windows 8 or later (mingw64 doesn't by default). But warn the user about this situation since it's probably not intended. - Check for NOMINMAX already being defined, which it is on mingw64. - Actually use the `increment` variable (bug in my `pizza` PR). - Suppress unused variable warnings in the fake pthread_create and pthread_join implementations for Windows. - (not Windows-related) Remove mention of `asprintf` from comment; `asprintf` is no longer used. Fixes #871.
2023-04-10Rewrite loading code to try to satisfy everyone:comex
- Support all three formats (ggml, ggmf, ggjt). (However, I didn't include the hack needed to support GPT4All files without conversion. Those can still be used after converting them with convert.py from my other PR.) - Support both mmap and read (mmap is used by default, but can be disabled with `--no-mmap`, and is automatically disabled for pre-ggjt files or on platforms where mmap is not supported). - Support multi-file models like before, but automatically determine the number of parts rather than requiring `--n_parts`. - Improve validation and error checking. - Stop using the per-file type field (f16) entirely in favor of just relying on the per-tensor type/size fields. This has no immediate benefit, but makes it easier to experiment with different formats, and should make it easier to support the new GPTQ-for-LLaMa models in the future (I have some work in progress on that front). - Support VirtualLock on Windows (using the same `--mlock` option as on Unix). - Indicate loading progress when using mmap + mlock. (Which led me to the interesting observation that on my Linux machine, with a warm file cache, mlock actually takes some time, whereas mmap without mlock starts almost instantly...) - To help implement this, move mlock support from ggml to the loading code. - madvise/PrefetchVirtualMemory support (based on #740) - Switch from ifstream to the `fopen` family of functions to avoid unnecessary copying and, when mmap is enabled, allow reusing the same file descriptor for both metadata reads and mmap (whereas the existing implementation opens the file a second time to mmap). - Quantization now produces a single-file output even with multi-file inputs (not really a feature as much as 'it was easier this way'). Implementation notes: I tried to factor the code into more discrete pieces than before. Regarding code style: I tried to follow the code style, but I'm naughty and used a few advanced C++ features repeatedly: - Destructors to make it easier to ensure everything gets cleaned up. - Exceptions. I don't even usually use exceptions when writing C++, and I can remove them if desired... but here they make the loading code much more succinct while still properly handling a variety of errors, ranging from API calls failing to integer overflow and allocation failure. The exceptions are converted to error codes at the API boundary.) Co-authored-by: Pavol Rusnak <pavol@rusnak.io> (for the bit I copied from #740)
2023-04-08fix for windows utf-8 input (#840)Tomáš Pazdiora
Use UTF-16 as input on Windows, since UTF-8 does not work and reads multibyte characters as zeros
2023-04-08Add quantize-stats command for testing quantization (#728)unbounded
Command that calculates some statistics over the errors introduced by quantization, like mean square error, max error and some percentile errors for layer weights. Should be useful for testing quantization improvements. Exposes some internal state from ggml and llama for testing
2023-04-06Do not crash when it has nothing to say. (#796)Sergey Alirzaev
Otherwise observing this in the interactive mode: /usr/lib/gcc/x86_64-pc-linux-gnu/12/include/g++-v12/bits/stl_vector.h:1230: reference std::vector<int>::back() [_Tp = int, _Alloc = std::allocator<int>]: Assertion '!this->empty()' failed.
2023-04-05miku.sh : add executable bit (#780)at8u
2023-04-05examples : add Miku.sh (#724)at8u
* Add Miku.sh to examples * Add missing line to prompt in Miku.sh * Add --keep param to Miku.sh * Remove '[end_of_conversation]' line from Miku.sh No longer is necessary.
2023-04-03Windows: reactive sigint handler after each Ctrl-C (#736)mgroeber9110
2023-04-02examples : add gpt4all script (#658)Leonardo Neumann
2023-04-02fix default params for examples/main (#697)Murilo Santana
2023-04-01Show error message when -f failsSlaren
2023-03-30Fix ggml_init_params in quantizeSlaren
2023-03-29Create chat-13B.bat (#592)Thérence
* Create chat-13B.bat Same script than chat-13B.sh, but for windows users. Tested and working on windows 10/11 v 22H2 * Apply suggestions from code review --------- Co-authored-by: anzz1 <anzz1@live.com>
2023-03-29add example of re-act pattern (#583)Tobias Lütke
* add example of re-act pattern * spelling... * fixed whitespace in reverse prompt issue
2023-03-28llama : fix linkage with mingw (#551)anzz1
* Revert 7e53955 (#542) Still needs to be fixed properly * Fix linking on mingw32
2023-03-28all : be more strict about converting float to double (#458)Stephan Walter
* Be more strict about converting float to double * Test equivalence of round, SILU implementations Test module is commented out in CMakeLists.txt because the tests may take a long time, depending on how much the compiler optimizes. * Fix softmax in perplexity.cpp * all : prefer float over double where appropriate * perplexity : add <cmath> --------- Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2023-03-28ggml : introduce structs for the q4 data blocks (#356)Stephan Walter
* Introduce structs for the q4 data blocks * ggml : rename quant struct variables + fix ARM_NEON --------- Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2023-03-28main.cpp fixes, refactoring (#571)anzz1
- main: entering empty line passes back control without new input in interactive/instruct modes - instruct mode: keep prompt fix - instruct mode: duplicate instruct prompt fix - refactor: move common console code from main->common
2023-03-27Fix missing ggml link in cmake for examples/* on w64-mingw32 (#542)Marco Matthies
2023-03-26Update README and comments for standalone perplexity tool (#525)Stephan Walter
2023-03-26[main] fix infinite generation (-n == -1) (#523)anzz1
2023-03-26Exit from interactive mode if input stream is bad (#491)Harald Fernengel
Allow exiting the interactive prompt also with CTRL-D on Unix and CTRL-Z on Windows.
2023-03-25(Windows) Set console to UTF-8 on init (#420)anzz1
Sets console codepage to 65001 (CP_UTF8) on start for both input and output, should fix problems with UTF-8 characters.
2023-03-25Fix colors enabling on WIN32Georgi Gerganov
2023-03-25If n_predict == -1, generate foreverGeorgi Gerganov
2023-03-25Inifinite generation via context swapping (#71)Georgi Gerganov
2023-03-25Cleanup STL headers + fix embedding examples + minor stuffGeorgi Gerganov
2023-03-25Move chat scripts into "./examples"Georgi Gerganov
2023-03-25Overhaul the examples structureGeorgi Gerganov
- main -> examples - utils -> examples (renamed to "common") - quantize -> examples - separate tools for "perplexity" and "embedding" Hope I didn't break something !
2023-03-24Immediately start processing the prompt before user input has been provided ↵Georgi Gerganov
(#476)
2023-03-21fix typo in chatLLaMa (#368)Mathieu Nayrolles
The prompt contains a typo where 'alound' is used instead of 'aloud'.
2023-03-21Add chatLLaMa script (#198)Jean-Christophe Hoelt
* Add chatLLaMa script * Fix shellcheck errors and do some cleanup * Move chatLLaMa script to `examples` directory * Reduce chatLLaMa context size to 2048 Ref d7def1a7524f712e5ebb7cd02bab0f13aa56a7f9 * Include n_predict to 2048 in examples/chatLLaMa