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165 Commits

Author SHA1 Message Date
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
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
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
Thomas Klausner
41be0a3b3d
Add NetBSD support. (#90) 2023-03-13 18:40:54 +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
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
Sebastián A
eb062bb012
Windows fixes (#31) 
* Apply fixes suggested to build on windows

Issue: https://github.com/ggerganov/llama.cpp/issues/22

* Remove unsupported VLAs

* MSVC: Remove features that are only available on MSVC C++20.

* Fix zero initialization of the other fields.

* Change the use of vector for stack allocations.
 2023-03-12 22:15:00 +02:00
Georgi Gerganov
f1eaff4721 Add AVX2 support for x86 architectures thanks to @Const-me ! 2023-03-11 18:04:25 +02:00
Georgi Gerganov
007a8f6f45
Support all LLaMA models + change Q4_0 quantization storage 2023-03-11 11:28:30 +02:00
Georgi Gerganov
26c0846629
Initial release 2023-03-10 20:56:40 +02:00