Commit graph

92 commits

Author SHA1 Message Date
Georgi Gerganov
22213a17b5
Change RMSNorm eps to 1e-6 (#173)
I think this is what is used in the Python code
2023-03-19 17:30:00 +02:00
Ronsor
d7def1a752
Warn user if a context size greater than 2048 tokens is specified (#274)
LLaMA doesn't support more than 2048 token context sizes, and going above that produces terrible results.
2023-03-18 20:10:47 -04:00
Pavol Rusnak
6f61c18ec9 Fix typo in readme 2023-03-18 23:18:04 +01:00
Pavol Rusnak
1e5a6d088d Add note about Python 3.11 to readme 2023-03-18 22:25:35 +01:00
Pavol Rusnak
554b541521 Add memory/disk requirements to readme 2023-03-18 22:25:35 +01:00
Alex Nguyen
d3f202d57b
Remove unused code since n_vocab is model.hparams.n_vocab (#262) 2023-03-18 13:51:49 +00:00
Justin Suess
e03e359730
fixed warning with std::ignore about unused function result (#151)
fixed warning with std::ignore about unused function result
2023-03-18 11:44:09 +00:00
Gary Linscott
a81d0c2a17
Fix n^2 loop in tokenization (#254)
This causes long prompts to parse very slowly.
2023-03-18 11:17:19 +00:00
anzz1
b2de7f18df
CI Improvements (#230)
* CI Improvements

Manual build feature, autoreleases for Windows

* better CI naming convention

use branch name in releases and tags
2023-03-18 09:27:12 +02:00
Niklas Korz
a292747893
Nix flake (#40)
* Nix flake

* Nix: only add Accelerate framework on macOS

* Nix: development shel, direnv and compatibility

* Nix: use python packages supplied by withPackages

* Nix: remove channel compatibility

* Nix: fix ARM neon dotproduct on macOS

---------

Co-authored-by: Pavol Rusnak <pavol@rusnak.io>
2023-03-17 23:03:48 +01:00
thement
c9f670a177
Implement non-greedy tokenizer that tries to maximize token lengths (#242)
* Implement non-greedy tokenizer that tries to maximize token lengths

* Insert single space in front of the prompt

- this is to match original llama tokenizer behavior

---------

Co-authored-by: Jakub Horak <jakub.horak@ibawizard.net>
2023-03-17 21:05:58 +01:00
Georgi Gerganov
4f54609110
Default to 4 threads (#243) 2023-03-17 21:46:46 +02:00
Georgi Gerganov
e81b9c81c1
Update Contributing section 2023-03-17 20:30:04 +02:00
Stephan Walter
367946c668
Don't tell users to use a bad number of threads (#243)
The readme tells people to use the command line option "-t 8", causing 8
threads to be started. On systems with fewer than 8 cores, this causes a
significant slowdown. Remove the option from the example command lines
and use /proc/cpuinfo on Linux to determine a sensible default.
2023-03-17 19:47:35 +02:00
mmyjona
6b0df5ccf3
add ptread link to fix cmake build under linux (#114)
* add ptread link to fix cmake build under linux

* add cmake to linux and macos platform

* separate make and cmake workflow

---------

Co-authored-by: Sebastián A <sebastian.aedo29@gmail.com>
2023-03-17 13:38:24 -03:00
Bernat Vadell
2af23d3043
🚀 Dockerize llamacpp (#132)
* feat: dockerize llamacpp

* feat: split build & runtime stages

* split dockerfile into main & tools

* add quantize into tool docker image

* Update .devops/tools.sh

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>

* add docker action pipeline

* change CI to publish at github docker registry

* fix name runs-on macOS-latest is macos-latest (lowercase)

* include docker versioned images

* fix github action docker

* fix docker.yml

* feat: include all-in-one command tool & update readme.md

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2023-03-17 10:47:06 +01:00
Matvey Soloviev
904d2a8d6a
Q4_1 quantization (#193)
* Add AVX2 version of ggml_vec_dot_q4_1

* Small optimisations to q4_1 dot product (@Const-me)

* Rearrange Q4_1 quantization to work for multipart models. (Fix #152)

* Fix ggml_vec_mad_q4_1 too

* Fix non-vectorised q4_1 vec mul
2023-03-17 06:48:39 +02:00
Georgi Gerganov
721311070e
Update README.md 2023-03-16 15:00:09 +02:00
Georgi Gerganov
ac15de7895
Expand "Contributing" section 2023-03-16 08:55:13 +02:00
Georgi Gerganov
273abc47ff
Update hot topics - RMSnorm 2023-03-16 07:12:12 +02:00
Nebula
9b4a15b17d
Fix RMS norm in GGML (#191) 2023-03-15 19:29:25 -04:00
hoangmit
6eac39ba95
Add RMS norm and use it (#187)
* add ggml_rms_norm

* update op num
2023-03-16 00:41:38 +02:00
moritzbrantner
27944c4206
fixed typo (#178) 2023-03-15 22:35:25 +02:00
Rickey Bowers Jr
2d15d6c9a9
add SIGINT support for _WIN32 environments (#120)
* add SIGINT support for _WIN32 environments

* perhaps more consistent
2023-03-15 21:56:24 +02:00
Justin Suess
2d64715ad4
added ctx_size parameter (#148)
* added ctx_size parameter

* added it in more places

* Apply suggestions from code review

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2023-03-15 21:42:40 +02:00
Justin Suess
16b2c61a22
fixed color reset on exit (#149)
* fixed color reset on exit

* added sigint handler for ansi_color_reset

* Update main.cpp

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2023-03-15 21:39:38 +02:00
Musab Gultekin
977295c700
Fix potential licensing issue (#126)
* Update README.md

* Update README.md

remove facebook
2023-03-15 21:39:06 +02:00
Ronsor
956dfda8ad
Use tokenizer.vocab_size() instead of hardcoding 32000 in convert-pth-to-ggml.py (#142)
There are ways that special tokens or other new tokens could be added to the tokenizer; therefore it's probably best not to assume the vocabulary is only 32000 tokens.
2023-03-15 21:37:50 +02:00
hoangmit
113e685d18
inline -> static inline for "bytesFromNibbles" (#161)
Without "static" prefix, it fails to compile in clang
2023-03-15 21:05:14 +02:00
Ronsor
47857e564c
Don't use vdotq_s32 if it's not available (#139)
* Don't use vdotq_s32 if it's not available

`dotprod` extensions aren't available on some ARM CPUs (e.g. Raspberry Pi 4), so check for them and only use them if they're available.

Reintroduces the code removed in 84d9015 if `__ARM_FEATURE_DOTPROD` isn't defined.

* Update ggml.c

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2023-03-14 21:34:37 +02:00
Radoslav Gerganov
60f819a2b1
Add section to README on how to run the project on Android (#130) 2023-03-14 15:30:08 +02:00
Georgi Gerganov
97ab2b2578
Add Misc section + update hot topics + minor fixes 2023-03-14 09:43:52 +02:00
Sebastián A
2f700a2738
Add windows to the CI (#98) 2023-03-13 22:29:10 +02:00
Georgi Gerganov
c09a9cfb06
CMake build in Release by default (#75) 2023-03-13 21:22:15 +02:00
Georgi Gerganov
7ec903d3c1
Update contribution section, hot topics, limitations, etc. 2023-03-13 19:21:51 +02:00
Georgi Gerganov
4497ad819c
Print system information 2023-03-13 19:15:08 +02:00
Sebastián A
ed6849cc07
Initial support for CMake (#75) 2023-03-13 19:12:33 +02:00
Thomas Klausner
41be0a3b3d
Add NetBSD support. (#90) 2023-03-13 18:40:54 +02:00
Pavol Rusnak
671d5cac15
Use fprintf for diagnostic output (#48)
keep printf only for printing model output

one can now use ./main ... 2>dev/null to suppress any diagnostic output
2023-03-13 18:39:56 +02:00
Georgi Gerganov
84d9015c4a
Use vdotq_s32 to improve performance (#67)
* 10% performance boost on ARM

* Back to original change
2023-03-13 18:36:44 +02:00
uint256_t
63fd76fbb0
Reduce model loading time (#43)
* Use buffering

* Use vector

* Minor

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2023-03-13 18:33:43 +02:00
Val Kharitonov
2a20f48efa
Fix UTF-8 handling (including colors) (#79) 2023-03-13 18:24:18 +02:00
Pavol Rusnak
d1f224712d
Add quantize script for batch quantization (#92)
* Add quantize script for batch quantization

* Indentation

* README for new quantize.sh

* Fix script name

* Fix file list on Mac OS

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2023-03-13 18:15:20 +02:00
Georgi Gerganov
1808ee0500
Add initial contribution guidelines 2023-03-13 09:42:26 +02:00
Matvey Soloviev
a169bb889c Gate signal support on being on a unixoid system. (#74) 2023-03-13 04:08:01 +01:00
Matvey Soloviev
460c482540 Fix token count accounting 2023-03-13 01:04:41 +01:00
Georgi Gerganov
c80e2a8f2a
Revert "10% performance boost on ARM"
This reverts commit 113a9e83eb.

There are some reports for illegal instruction.
Moved this stuff to vdotq_s32 branch until resolve
2023-03-13 01:28:08 +02:00
Georgi Gerganov
54a0e66ea0
Check for vdotq_s32 availability 2023-03-13 01:21:03 +02:00
Georgi Gerganov
543c57e991
Ammend to previous commit - forgot to update non-QRDMX branch 2023-03-13 01:05:24 +02:00
Georgi Gerganov
113a9e83eb
10% performance boost on ARM 2023-03-13 00:56:10 +02:00