Commit Graph

34 Commits

Author SHA1 Message Date
Georgi Gerganov
94267df08e
bench-all : add distil models 2023-11-15 20:49:12 +02:00
Georgi Gerganov
57a60639bb
bench-all : indentations 2023-11-15 20:01:15 +02:00
Georgi Gerganov
bfbaa4dce5
whisper : make large version explicit + fix data size units (#1493) 2023-11-15 19:42:25 +02:00
Georgi Gerganov
b6c5f49b78
whisper : add batched decoding (#1486)
* whisper : add whisper_batch

* whisper : move kv_self to whisper_state

* whisper : full batched decoding support

* whisper : fix memory leak in whisper_batch

* whisper : fix mem leak again + remove oboslete function

* whisper : clear kv cache when using whisper_decode API

* whisper : speed-up sampling

* whisper : fix decoders initializer

* bench : add batch size 5 bench

* whisper : add comment about the KV cache size

* whisper : add check for max number of decoders

* whisper : avoid starting sampling threads with bs=1

* whisper : enable beam-search by default

* cuda : sync llama.cpp fixes
2023-11-15 16:12:52 +02:00
Georgi Gerganov
b0502836b8
whisper : add full CUDA and Metal offloading (#1472)
* whisper : migrate to ggml-backend

* whisper : fix logit reading

* whisper : fix tensor allocation during load

* whisper : fix beam-search with CUDA

* whisper : free backends + fix compile warning

* whisper : print when CUDA is enabled

* whisper : fix CoreML

* make : clean-up

* talk : fix compile warning

* whisper : support ggml_conv with CUDA and Metal (#1473)

* ggml : add CUDA support for ggml_conv

* whisper : remove ggml_repeat for conv bias + single backend

* cuda : fix im2col kernel

* metal : add im2col support + mul mat-vec f16 x f16

* bench-all : add q4 models

* whisper : clean-up

* quantize-all : fix

* ggml : im2col opts

* whisper : avoid whisper_model_data wrapper

* whisper : add note that ggml_mul_mat_pad does not work with CUDA

* whisper : factor out graph compute in common function

* whisper : fixes

* whisper : fix UB with measure buffers

* whisper : try to fix the parallel whisper_state functionality (#1479)

* whisper : try to fix the parallel whisper_state functionality

* whisper : fix multi-state Metal

* whisper : free backend instances in whisper_state
2023-11-12 15:31:08 +02:00
Georgi Gerganov
2cdfc4e025
whisper : add support for large v3 (#1444)
* whisper : add support for large v3

* bench : fix build + fix go bindings

* bench : fix n_mels

* models : update readme
2023-11-07 15:30:18 +02:00
Georgi Gerganov
6d4d0b5b4b
cuda : fix HIPBLAS build 2023-11-05 19:41:15 +02:00
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
Neil Chudleigh
9edbd0a204
extra: Add benchmark script implemented in Python (#1298)
* Create bench.py

* Various benchmark results

* Update benchmark script with hardware name, and file checks

* Remove old benchmark results

* Add git shorthash

* Round to 2 digits on calculated floats

* Fix the header reference when sorting results

* FIx order of models

* Parse file name

* Simplify filecheck

* Improve print run print statement

* Use simplified model name

* Update benchmark_results.csv

* Process single or lists of processors and threads

* Ignore benchmark results, dont check in

* Move bench.py to extra folder

* Readme section on how to use

* Move command to correct location

* Use separate list for models that exist

* Handle subprocess error in git short hash check

* Fix filtered models list initialization
2023-09-25 23:45:15 +08:00
Georgi Gerganov
b8432f28f4
metal : add F32 support + update bench output 2023-09-15 13:56:08 +03:00
Georgi Gerganov
93935980f8
whisper : Metal and ggml-alloc support (#1270)
* metal : init

* whisper : factor out graph builds

* whisper : allocate encoder and decoder using ggml-alloc

* whisper : ggml-alloc is now supported

* whisper : CoreML support ggml-alloc

* build : fix ggml-alloc

* ios : update submodule

* extra : update sync-ggml.sh script to also sync ggml-alloc

* ci : see if this is causing the crash

* whisper : refactor ggml-alloc init

* whisper.android : try to fix build

* whisper : initial Metal version

* ci : try to debug vmem issue

* metal : decoder works on GPU!

* metal : add multi-decoder support

* ggml : fix ggml_nbytes (probably temp solution)

* metal : run "cross" step on the GPU

* whisper : remove ggml_repeat in the encoder

* whisper : offload the Encoder to Metal

* ggml : use simpler ggml_bytes() implementation

* ggml-alloc : try to make CI happy by reducing vram to 128GB

* whisper : add whisper_allocr to wrap ggml_allocr

* whisper : factor out alloc init in a function

* cmake : update to support Metal build

* whisper : add <functional> header

* objc : fix build (no Metal yet)

* ios : add Metal support

* swiftui : fix build

* metal : speed-up KQ multiplication

* metal : sync latest llama.cpp kernels

* readme : add Metal info

* ios : update submodule

* coreml : add code to toggle Core ML config (CPU, ANE, GPU)

* bench : fix timings by running a pre-heat

* bench : start benching the decoder

* whisper : add ggml_mul_mat_pad

* bench : fix uninitialized vars

* whisper : add comment for disabling mul-mat padding

* whisper : add description of ggml_mul_mat_pad

* whisper : clean-up ggml_mul_mat_pad

* metal : remove the "concurrent" flag

* bench : variable n_past

* ios : update SPM package
2023-09-15 12:18:18 +03:00
thefinaldegree
49c9472fa0
extra : update 'quantize-all.sh' to quantize all downloaded models (#1054)
Script will now do what it says: quantize everything except testing models in the 'models'  directory.
2023-06-28 22:07:02 +03:00
Georgi Gerganov
f1c9df5806
metal : sync ggml-metal (ref #1047) 2023-06-25 15:40:39 +03:00
Georgi Gerganov
6c25fae1c4
opencl : sync latest ggml-opencl 2023-06-25 15:38:30 +03:00
Georgi Gerganov
2b6a074305
extra : update ggml sync script 2023-05-14 10:01:52 +03:00
Georgi Gerganov
0bcb64b184
ggml : sync ggml (clBLAST + tensor names) 2023-05-02 21:24:18 +03:00
Georgi Gerganov
d375d73b2e
bench : improve benchmarks 2023-05-01 14:44:39 +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
3eaeb030ff
extra : add sync-ggml.sh script 2023-04-29 12:32:28 +03:00
Georgi Gerganov
5e47e223bd
whisper : add Core ML support (#566)
* coreml : use Core ML encoder inference

* coreml : simlpify whisper_encode + log messages

* whisper : resolve rebase conflicts

* coreml : add scripts for CoreML model generation

* bench-all : recognize COREML flag
2023-04-15 13:21:27 +03:00
Georgi Gerganov
bb6b54a03d
bench-wts.sh : rename script + add execute permission 2023-03-06 21:02:24 +02:00
venkr
b597c5a779
qual-bench.sh : add quality comparison tool, and update main.cpp to allow using a font file (#569) 2023-03-06 19:18:11 +02:00
Georgi Gerganov
a6cf6f4c4a
bench : minor fixes 2023-01-18 21:40:10 +02:00
Georgi Gerganov
1290fc6457
bench : add memcpy and ggml_mul_mat benchmarks 2023-01-18 20:31:46 +02:00
Georgi Gerganov
f309f97df6
Node.js package (#260)
* npm : preparing infra for node package

* npm : package infra ready

* npm : initial version ready

* npm : change name to whisper.cpp

whisper.js is taken
2022-12-12 20:17:27 +02:00
Georgi Gerganov
ea38ad6e70
bench : more concise representation of the results (#89) 2022-12-11 11:56:13 +02:00
Georgi Gerganov
fcf515de60
bench.wasm : same as "bench" but runs in the browser (#89) 2022-12-11 11:09:10 +02:00
Georgi Gerganov
9fe7306f4b
models : add the new "large" model release by OpenAI
The old "large" model is now renamed "large-v1".
If you have been using it, make sure to rename it and download the new
"large" model for best results.
2022-12-06 18:48:57 +02:00
Georgi Gerganov
13e8eb2346
bench : add commit hash to bench-all.sh results 2022-12-06 18:47:48 +02:00
Georgi Gerganov
68ecadbbc9
command.wasm : add voice assistant example for the Web (#171)
Same as the command-line tool "command", but runs in the browser

Also, added helper script "extra/deploy-wasm.sh" and fixed some timing
constants for the WASM examples.
2022-11-26 11:40:06 +02:00
Georgi Gerganov
b5dde365e9
extra : compute SHA of all models files 2022-11-02 18:31:55 +02:00
Georgi Gerganov
a22e5741d8
Add helper script to benchmark all models
Simply run:

$ ./extra/bench-all.sh
2022-10-26 23:25:38 +03:00
Georgi Gerganov
6b45e37b2b Update README.md and finalize the whisper.wasm example 2022-10-22 18:54:01 +03:00
Georgi Gerganov
130b5c02d6 Adding helper script for converting the PT models 2022-10-18 00:12:51 +03:00