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259 commits

Author SHA1 Message Date
Yishuo Wang
3d1f2b44f8 LLM: change default n_threads of native int4 models (#8776) 2023-08-18 15:46:19 +08:00
Yishuo Wang
2ba2133613 fix starcoder chinese output (#8773) 2023-08-18 13:37:02 +08:00
binbin Deng
548f7a6cf7 LLM: update convert of llama family to support llama2-70B (#8747) 2023-08-18 09:30:35 +08:00
Yina Chen
4afea496ab support q8_0 (#8765) 2023-08-17 15:06:36 +08:00
Ruonan Wang
e9aa2bd890 LLM: reduce GPU 1st token latency and update example (#8763) 
* reduce 1st token latency

* update example

* fix

* fix style

* update readme of gpu benchmark
 2023-08-16 18:01:23 +08:00
binbin Deng
06609d9260 LLM: add qwen example on arc (#8757) 2023-08-16 17:11:08 +08:00
SONG Ge
f4164e4492 [BigDL LLM] Update readme for unifying transformers API (#8737) 
* update readme doc

* fix readthedocs error

* update comment

* update exception error info

* invalidInputError instead

* fix readme typo error and remove import error

* fix more typo
 2023-08-16 14:22:32 +08:00
Song Jiaming
c1f9af6d97 [LLM] chatglm example and transformers low-bit examples (#8751) 2023-08-16 11:41:44 +08:00
Ruonan Wang
8805186f2f LLM: add benchmark tool for gpu (#8760) 
* add benchmark tool for gpu

* update
 2023-08-16 11:22:10 +08:00
binbin Deng
97283c033c LLM: add falcon example on arc (#8742) 2023-08-15 17:38:38 +08:00
binbin Deng
8c55911308 LLM: add baichuan-13B on arc example (#8755) 2023-08-15 15:07:04 +08:00
binbin Deng
be2ae6eb7c LLM: fix langchain native int4 voiceasistant example (#8750) 2023-08-14 17:23:33 +08:00
Ruonan Wang
d28ad8f7db LLM: add whisper example for arc transformer int4 (#8749) 
* add whisper example for arc int4

* fix
 2023-08-14 17:05:48 +08:00
Yishuo Wang
77844125f2 [LLM] Support chatglm cache (#8745) 2023-08-14 15:10:46 +08:00
Ruonan Wang
faaccb64a2 LLM: add chatglm2 example for Arc (#8741) 
* add chatglm2 example

* update

* fix readme
 2023-08-14 10:43:08 +08:00
binbin Deng
b10d7e1adf LLM: add mpt example on arc (#8723) 2023-08-14 09:40:01 +08:00
binbin Deng
e9a1afffc5 LLM: add internlm example on arc (#8722) 2023-08-14 09:39:39 +08:00
SONG Ge
aceea4dc29 [LLM] Unify Transformers and Native API (#8713) 
* re-open pr to run on latest runner

* re-add examples and ut

* rename ut and move deprecate to warning instead of raising an error info

* ut fix
 2023-08-11 19:45:47 +08:00
Yishuo Wang
f91035c298 [LLM] fix chatglm native int4 emoji output (#8739) 2023-08-11 15:38:41 +08:00
binbin Deng
77efcf7b1d LLM: fix ChatGLM2 native int4 stream output (#8733) 2023-08-11 14:51:50 +08:00
Ruonan Wang
ca3e59a1dc LLM: support stop for starcoder native int4 stream (#8734) 2023-08-11 14:51:30 +08:00
Song Jiaming
e292dfd970 [WIP] LLM transformers api for langchain (#8642) 2023-08-11 13:32:35 +08:00
Yishuo Wang
3d5a7484a2 [LLM] fix bloom and starcoder memory release (#8728) 2023-08-11 11:18:19 +08:00
xingyuan li
02ec01cb48 [LLM] Add bigdl-core-xe dependency when installing bigdl-llm[xpu] (#8716) 
* add bigdl-core-xe dependency
 2023-08-10 17:41:42 +09:00
Shengsheng Huang
7c56c39e36 Fix GPU examples READ to use bigdl-core-xe (#8714) 
* Update README.md

* Update README.md
 2023-08-10 12:53:49 +08:00
Yina Chen
6d1ca88aac add voice assistant example (#8711) 2023-08-10 12:42:14 +08:00
Song Jiaming
e717e304a6 LLM first example test and template (#8658) 2023-08-10 10:03:11 +08:00
Ruonan Wang
1a7b698a83 [LLM] support ipex arc int4 & add basic llama2 example (#8700) 
* first support of xpu

* make it works on gpu

update setup

update

add GPU llama2 examples

add use_optimize flag to disbale optimize for gpu

fix style

update gpu exmaple readme

fix

* update example, and update env

* fix setup to add cpp files

* replace jit with aot to avoid data leak

* rename to bigdl-core-xe

* update installation in example readme
 2023-08-09 22:20:32 +08:00
Jason Dai
d03218674a Update llm readme (#8703) 2023-08-09 14:47:26 +08:00
Kai Huang
1b65288bdb Add api doc for LLM (#8605) 
* api doc initial

* update desc
 2023-08-08 18:17:16 +08:00
binbin Deng
4c44153584 LLM: add Qwen transformers int4 example (#8699) 2023-08-08 11:23:09 +08:00
Yishuo Wang
710b9b8982 [LLM] add linux chatglm pybinding binary file (#8698) 2023-08-08 11:16:30 +08:00
binbin Deng
ea5d7aff5b LLM: add chatglm native int4 transformers API (#8695) 2023-08-07 17:52:47 +08:00
Yishuo Wang
6da830cf7e [LLM] add chaglm pybinding binary file in setup.py (#8692) 2023-08-07 09:41:03 +08:00
Cengguang Zhang
ebcf75d506 feat: set transformers lib version. (#8683) 2023-08-04 15:01:59 +08:00
Yishuo Wang
ef08250c21 [LLM] chatglm pybinding support (#8672) 2023-08-04 14:27:29 +08:00
Yishuo Wang
5837cc424a [LLM] add chatglm pybinding binary file release (#8677) 2023-08-04 11:45:27 +08:00
Yang Wang
b6468bac43 optimize chatglm2 long sequence (#8662) 
* add chatglm2

* optimize a little

* optimize chatglm long sequence

* fix style

* address comments and fix style

* fix bug
 2023-08-03 17:56:24 -07:00
Yang Wang
3407f87075 Fix llama kv cache bug (#8674) 2023-08-03 17:54:55 -07:00
Yina Chen
59903ea668 llm linux support avx & avx2 (#8669) 2023-08-03 17:10:59 +08:00
xingyuan li
110cfb5546 [LLM] Remove old windows nightly test code (#8668) 
Remove old Windows nightly test code triggered by task scheduler
Add new Windows nightly workflow for nightly testing
 2023-08-03 17:12:23 +09:00
xingyuan li
610084e3c0 [LLM] Complete windows unittest (#8611) 
* add windows nightly test workflow
* use github runner to run pr test
* model load should use lowbit
* remove tmp dir after testing
 2023-08-03 14:48:42 +09:00
binbin Deng
a15a2516e6 add (#8659) 2023-08-03 10:12:10 +08:00
Xin Qiu
0714888705 build windows avx dll (#8657) 
* windows avx

* add to actions
 2023-08-03 02:06:24 +08:00
Yina Chen
119bf6d710 [LLM] Support linux cpp dynamic load .so (#8655) 
* support linux cpp dynamic load .so

* update cli
 2023-08-02 20:15:45 +08:00
Zhao Changmin
ca998cc6f2 LLM: Mute shape mismatch output (#8601) 
* LLM: Mute shape mismatch output
 2023-08-02 16:46:22 +08:00
Zhao Changmin
04c713ef06 LLM: Disable transformer api pretraining_tp (#8645) 
* disable pretraining_tp
 2023-08-02 11:26:01 +08:00
binbin Deng
6fc31bb4cf LLM: first update descriptions for ChatGLM transformers int4 example (#8646) 2023-08-02 11:00:56 +08:00
Yang Wang
cbeae97a26 Optimize Llama Attention to to reduce KV cache memory copy (#8580) 
* Optimize llama attention to reduce KV cache memory copy

* fix bug

* fix style

* remove git

* fix style

* fix style

* fix style

* fix tests

* move llama attention to another file

* revert

* fix style

* remove jit

* fix
 2023-08-01 16:37:58 -07:00
binbin Deng
39994738d1 LLM: add chat & stream chat example for ChatGLM2 transformers int4 (#8636) 2023-08-01 14:57:45 +08:00
xingyuan li
cdfbe652ca [LLM] Add chatglm support for llm-cli (#8641) 
* add chatglm build
* add llm-cli support
* update git
* install cmake
* add ut for chatglm
* add files to setup
* fix bug cause permission error when sf lack file
 2023-08-01 14:30:17 +09:00
Zhao Changmin
d6cbfc6d2c LLM: Add requirements in whisper example (#8644) 
* LLM: Add requirements in whisper example
 2023-08-01 12:07:14 +08:00
Zhao Changmin
3e10260c6d LLM: llm-convert support chatglm family (#8643) 
* convert chatglm
 2023-08-01 11:16:18 +08:00
Yina Chen
a607972c0b [LLM]LLM windows load -api.dll (#8631) 
* temp

* update

* revert setup.py
 2023-07-31 13:47:20 +08:00
xingyuan li
3361b66449 [LLM] Revert llm-cli to disable selecting executables on Windows (#8630) 
* revert vnni file select
* revert setup.py
* add model-api.dll
 2023-07-31 11:15:44 +09:00
binbin Deng
3dbab9087b LLM: add llama2-7b native int4 example (#8629) 2023-07-28 10:56:16 +08:00
binbin Deng
fb32fefcbe LLM: support tensor input of native int4 generate (#8620) 2023-07-27 17:59:49 +08:00
Zhao Changmin
5b484ab48d LLM: Support load_low_bit loading models in shards format (#8612) 
* shards_model

---------

Co-authored-by: leonardozcm <leonaordo1997zcm@gmail.com>
 2023-07-26 13:30:01 +08:00
binbin Deng
fcf8c085e3 LLM: add llama2-13b native int4 example (#8613) 2023-07-26 10:12:52 +08:00
Song Jiaming
650b82fa6e [LLM] add CausalLM and Speech UT (#8597) 2023-07-25 11:22:36 +08:00
Zhao Changmin
af201052db avoid malloc all missing keys in fp32 (#8600) 2023-07-25 09:48:51 +08:00
binbin Deng
3f24202e4c [LLM] Add more transformers int4 example (Llama 2) (#8602) 2023-07-25 09:21:12 +08:00
Jason Dai
0f8201c730 llm readme update (#8595) 2023-07-24 09:47:49 +08:00
Yuwen Hu
ba42a6da63 [LLM] Set torch_dtype default value to 'auto' for transformers low bit from_pretrained API 2023-07-21 17:55:00 +08:00
Yuwen Hu
bbde423349 [LLM] Add current Linux UT inference tests to nightly tests (#8578) 
* Add current inference uts to nightly tests

* Change test model from chatglm-6b to chatglm2-6b

* Add thread num env variable for nightly test

* Fix urls

* Small fix
 2023-07-21 13:26:38 +08:00
Yang Wang
feb3af0567 Optimize transformer int4 memory footprint (#8579) 2023-07-20 20:22:13 -07:00
Yang Wang
57e880f63a [LLM] use pytorch linear for large input matrix (#8492) 
* use pytorch linear for large input matrix

* only works on server

* fix style

* optimize memory

* first check server

* revert

* address comments

* fix style
 2023-07-20 09:54:25 -07:00
Yuwen Hu
6504e31a97 Small fix (#8577) 2023-07-20 16:37:04 +08:00
Yuwen Hu
2266ca7d2b [LLM] Small updates to transformers int4 ut (#8574) 
* Small fix to transformers int4 ut

* Small fix
 2023-07-20 13:20:25 +08:00
xingyuan li
7b8d9c1b0d [LLM] Add dependency file check in setup.py (#8565) 
* add package file check
 2023-07-20 14:20:08 +09:00
Song Jiaming
411d896636 LLM first transformers UT (#8514) 
* ut

* transformers api first ut

* name

* dir issue

* use chatglm instead of chatglm2

* omp

* set omp in sh

* source

* taskset

* test

* test omp

* add test
 2023-07-20 10:16:27 +08:00
Yuwen Hu
cad78740a7 [LLM] Small fixes to the Whisper transformers INT4 example (#8573) 
* Small fixes to the whisper example

* Small fix

* Small fix
 2023-07-20 10:11:33 +08:00
binbin Deng
7a9fdf74df [LLM] Add more transformers int4 example (Dolly v2) (#8571) 
* add

* add trust_remote_mode
 2023-07-19 18:20:16 +08:00
Zhao Changmin
e680af45ea LLM: Optimize Langchain Pipeline (#8561) 
* LLM: Optimize Langchain Pipeline

* load in low bit
 2023-07-19 17:43:13 +08:00
Shengsheng Huang
616b7cb0a2 add more langchain examples (#8542) 
* update langchain descriptions

* add mathchain example

* update readme

* update readme
 2023-07-19 17:42:18 +08:00
binbin Deng
457571b44e [LLM] Add more transformers int4 example (InternLM) (#8557) 2023-07-19 15:15:38 +08:00
xingyuan li
b6510fa054 fix move/download dll step (#8564) 2023-07-19 12:17:07 +09:00
xingyuan li
c52ed37745 fix starcoder dll name (#8563) 2023-07-19 11:55:06 +09:00
Zhao Changmin
3dbe3bf18e transformer_int4 (#8553) 2023-07-19 08:33:58 +08:00
Zhao Changmin
49d636e295 [LLM] whisper model transformer int4 verification and example (#8511) 
* LLM: transformer api support

* va

* example

* revert

* pep8

* pep8
 2023-07-19 08:33:20 +08:00
Yina Chen
9a7bc17ca1 [LLM] llm supports vnni link on windows (#8543) 
* support win vnni link

* fix style

* fix style

* use isa_checker

* fix

* typo

* fix

* update
 2023-07-18 16:43:45 +08:00
Yina Chen
4582b6939d [LLM]llm gptneox chat (#8527) 
* linux

* support win

* merge upstream & support vnni lib in chat
 2023-07-18 11:17:17 +08:00
Jason Dai
1ebc43b151 Update READMEs (#8554) 2023-07-18 11:06:06 +08:00
Yuwen Hu
ee70977c07 [LLM] Transformers int4 example small typo fixes (#8550) 2023-07-17 18:15:32 +08:00
Yuwen Hu
1344f50f75 [LLM] Add more transformers int4 examples (Falcon) (#8546) 
* Initial commit

* Add Falcon examples and other small fix

* Small fix

* Small fix

* Update based on comments

* Small fix
 2023-07-17 17:36:21 +08:00
Yuwen Hu
de772e7a80 Update mpt for prompt tuning (#8547) 2023-07-17 17:33:54 +08:00
binbin Deng
f1fd746722 [LLM] Add more transformers int4 example (vicuna) (#8544) 2023-07-17 16:59:55 +08:00
Xin Qiu
fccae91461 Add load_low_bit save_load_bit to AutoModelForCausalLM (#8531) 
* transformers save_low_bit load_low_bit

* update example and add readme

* update

* update

* update

* add ut

* update
 2023-07-17 15:29:55 +08:00
binbin Deng
808a64d53a [LLM] Add more transformers int4 example (starcoder) (#8540) 2023-07-17 14:41:19 +08:00
xingyuan li
e57db777e0 [LLM] Setup.py & llm-cli update for windows vnni binary files (#8537) 
* update setup.py
* update llm-cli
 2023-07-17 12:28:38 +09:00
binbin Deng
f56b5ade4c [LLM] Add more transformers int4 example (chatglm2) (#8539) 2023-07-14 17:58:33 +08:00
binbin Deng
92d33cf35a [LLM] Add more transformers int4 example (phoenix) (#8520) 2023-07-14 17:58:04 +08:00
Yuwen Hu
e0f0def279 Remove unused example for now (#8538) 2023-07-14 17:32:50 +08:00
binbin Deng
b397e40015 [LLM] Add more transformers int4 example (RedPajama) (#8523) 2023-07-14 17:30:28 +08:00
Yuwen Hu
7bf3e10415 [LLM] Add more int4 transformers examples (MOSS) (#8532) 
* Add Moss example

* Small fix
 2023-07-14 16:41:41 +08:00
Yuwen Hu
59b7287ef5 [LLM] Add more transformers int4 example (Baichuan) (#8522) 
* Add example model Baichuan

* Small updates to client windows settings

* Small refactor

* Small fix
 2023-07-14 16:41:29 +08:00
Yuwen Hu
ca6e38607c [LLM] Add more transformers examples (ChatGLM) (#8521) 
* Add example for chatglm v1 and other small fixes

* Small fix

* Small further fix

* Small fix

* Update based on comments & updates for client windows recommended settingts

* Small fix

* Small refactor

* Small fix

* Small fix

* Small fix to dolly v1

* Small fix
 2023-07-14 16:41:13 +08:00
xingyuan li
c87853233b [LLM] Add windows vnni binary build step (#8518) 
* add windows vnni build step
* update build info
* add download command
 2023-07-14 17:24:39 +09:00
Yishuo Wang
6320bf201e LLM: fix memory access violation (#8519) 2023-07-13 17:08:08 +08:00
xingyuan li
60c2c0c3dc Bug fix for merged pr #8503 (#8516) 2023-07-13 17:26:30 +09:00