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33 Commits

Author SHA1 Message Date
Georgi Gerganov
f96e1c5b78
sync : ggml (backend v2, k-quants, CUDA opts, Metal opts, etc.) (#1422) 
* sync : ggml (backend v2, k-quants, CUDA opts, Metal opts, etc.)

* metal : allow env metal variable to override resource path (#1415)

* Allow env variable to override resource path

* Update ggml-metal.m

---------

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

* sync : restore common / main from `master`

* sync : restore whisper from `master`

* talk-llama : update to latest llama.cpp

* ruby : fix build

* ggml : fix 32-bit ARM build

* ggml : fix MIN / MAX macro collisions + update ios bindings

* ggml : fix ifdefs and MIN / MAX again

* exampels : fix Obj-C and Swift examples

* ggml : fix 32-bit ARM compatibility

* ggml : one more attempt to fix 32-bit ARM compat

* whisper : fix support for larger graphs

---------

Co-authored-by: Chris Raethke <codesoda@users.noreply.github.com>
 2023-11-03 21:35:05 +02:00
Georgi Gerganov
80c1512fd5
sync : ggml (const correctness) 2023-09-15 14:49:56 +03:00
Georgi Gerganov
b8432f28f4
metal : add F32 support + update bench output 2023-09-15 13:56:08 +03:00
Georgi Gerganov
c3f319d7c2
ggml : sync latest llama.cpp (view_src + alloc improvements) (#1247) 
* ggml : sync latest llama.cpp (view_src + alloc improvements)

* ggml : fix build
 2023-09-05 20:57:27 +03:00
Georgi Gerganov
59a3d0cb57
ggml : sync (ggml-alloc, GPU, eps, etc.) (#1220) 
* ggml : sync (ggml-alloc, GPU, eps, etc.)

* ggml : fix build

* wasm : fix build
 2023-09-05 13:54:40 +03:00
Przemysław Pawełczyk
601c2d2181
ggml : detect SSSE3 (#1211) 
* ggml : add ggml_cpu_has_ssse3

* whisper : show SSSE3 in system info

* make : detect SSSE3 via cpuinfo
 2023-08-27 21:36:41 +03:00
Georgi Gerganov
d6509bf78d
ggml : sync latest repo (mostly refactoring changes) 2023-07-02 21:46:09 +03:00
Georgi Gerganov
5feb0dffba
ggml : sync latest ggml lib 2023-06-25 14:30:44 +03:00
Georgi Gerganov
e410cfc3ce
ggml : sync latest ggml repo 
- new Q4 and Q8 quantization
- updated CUDA
 2023-05-20 18:56:30 +03:00
Georgi Gerganov
e693074aa6
ggml : sync latest ggml 
- New Q4 and Q5 formats
- Various improvements
 2023-05-14 18:04:23 +03:00
Georgi Gerganov
0bcb64b184
ggml : sync ggml (clBLAST + tensor names) 2023-05-02 21:24:18 +03:00
Georgi Gerganov
794b162a46
whisper : add integer quantization support (#540) 
* whisper : add integer quantization support

* examples : add common-ggml + prepare to add "quantize" tool

* whisper : quantization tool ready

* whisper : fix F32 support

* whisper : try to fix shared lib linkage

* wasm : update quantized models to Q5

* bench.wasm : remove "medium" button

* bench.wasm : fix custom model button

* ggml : add Q5_0 and Q5_1 WASM SIMD

* wasm : add quantized models to all WASM examples

* wasm : bump DB version number to 2

* talk-llama : update example to latest llama.cpp

* node : increase test timeout to 10s

* readme : add information for model quantization

* wasm : add links to other examples
 2023-04-30 18:51:57 +03:00
Georgi Gerganov
05c3ea3bc8
ggml : sync with ggml repo (warning fixes + asserts) 2023-04-29 19:33:28 +03:00
Georgi Gerganov
acec73ab6e
ggml : sync latest ggml + llama.cpp updates (quantization) 2023-04-29 12:32:28 +03:00
Georgi Gerganov
677ad754a0
ggml : sync latest ggml 2023-04-14 19:20:39 +03:00
Georgi Gerganov
2f889132c6
ggml : sync latest changes from ggml and llama.cpp 2023-04-13 18:53:44 +03:00
Georgi Gerganov
69b8503935
ggml : backport llama.cpp updates (close #709) 
- About x2 overall performance improvement on Apple Silicon
- Results should now be the same for different number of threads (not
  tested)
 2023-04-10 22:28:54 +03:00
Georgi Gerganov
4a0deb8b1e
talk-llama : add new example + sync ggml from llama.cpp (#664) 
* talk-llama : talk with LLaMA AI

* talk.llama : disable EOS token

* talk-llama : add README instructions

* ggml : fix build in debug
 2023-03-27 21:00:32 +03:00
Georgi Gerganov
f3ee4a9673
whisper : reduce memory usage during inference (#431) 
* ggml : add "scratch" buffer support

* ggml : support for scratch ring-buffer

* ggml : bug fix in ggml_repeat()

* ggml : error on scratch buffer overflow

* whisper : use scratch buffers during inference (base model only)

* whisper : update memory usage for all models

* whisper : fix encoder memory usage

* whisper : use whisper_context functions instead of macros

* whisper : fix FF + remove it from README

* ggml : reuse ggml_new_i32

* ggml : refactor the scratch buffer storage

* whisper : reorder scratch buffers in the decoder

* main : add option to disable temp fallback

* Update README.md
 2023-02-04 09:45:52 +02:00
Abitofevrything
a62170c656
ggml : add SSE3 and fp16 conversion lookup table (#368) 
* Improves WASM performance:
  On MacBook M1 Pro, I observe 25% faster using Firefox and 35% faster using Chrome

* Add support for SSE3 SIMD

* Add SSE3 to system information

* Add Imath support for fp16-fp32 conversions

* Add Imath to system information

* Wrap Imath calls to avoid static function warnings

* Drop Imath; Add lookup table for f16 -> f32 conversions

* Remove TODO comments

* Update SSE3 to new macro arguments

* Correct updated macro definitions

* Prefer static inline where possible

* ggml : static inlines + add public f16 <-> f32 conversions

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
 2023-01-06 18:45:59 +02:00
Thomas Fitzsimmons
1944e7c33e whisper : document POWER VSX support 2023-01-05 23:53:00 +02:00
Georgi Gerganov
ac521a566e
ggml : simplify the SIMD code (#324) 
* ggml : simplify the SIMD code

* ggml : generic reduce for all register sizes + comments
 2022-12-24 10:22:28 +02:00
Kevin Brothaler
e1432dd91a Check for both __ARM_NEON and __ARM_FEATURE_FMA so that the project can be compiled for armv7a. 
Android armeabi-v7a's NEON support doesn't support FMA unless configured with `-mfpu=neon-fp-armv8`, which would need runtime checks.
* Also removed ABI filter from Android project.
 2022-12-22 16:47:54 +02:00
Georgi Gerganov
0f11759406
ggml : make more compatible with c99 (#262) 2022-12-16 18:00:12 +02:00
Georgi Gerganov
f8ec718b76
ggml : add F16C CPU flag check 2022-12-06 21:56:56 +02:00
katsu560
83456076f0 add AVX support 2022-11-23 22:16:33 +02:00
Georgi Gerganov
3500ce8727
ref #40 : start working on the documentation 2022-11-09 21:41:40 +02:00
Georgi Gerganov
0b2dc3c82c parallel : working 2022-10-29 19:37:19 +03:00
Georgi Gerganov
34bb3ab0cf ggml : add system info functions 2022-10-25 20:53:48 +03:00
Borislav Stanimirov
0b45d25151 Building with MSVC 2022-10-11 21:40:46 +03:00
Georgi Gerganov
167324584b wip : rpi4 support 2022-10-05 23:03:46 +03:00
Georgi Gerganov
f888c2373d
Flash + language support (ref #2) 
- Achieved big performance improvement + memory usage reduction
- Can now translate / transcribe different languages
 2022-09-28 21:07:32 +03:00
Georgi Gerganov
b0a11594ae
Initial release 2022-09-25 22:13:49 +03:00