Georgi Gerganov
794b162a46
whisper : add integer quantization support ( #540 )
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* 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 )
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- 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 )
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* 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 )
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* 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 )
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* 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 )
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* 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.
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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 )
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- 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
