ayo/ipex-llm
1
Fork 0
Code Issues Pull requests Projects Releases Packages Wiki Activity Actions 1
1729 commits 1 branch 0 tags 37 MiB
Commit graph

515 commits

Author SHA1 Message Date
Yang Wang
7160afd4d1 Support XPU DDP training and autocast for LowBitMatmul (#9167) 
* support autocast in low bit matmul

* Support XPU DDP training

* fix  amp
 2023-10-16 20:47:19 -07:00
Ruonan Wang
77afb8796b LLM: fix convert of chatglm (#9190) 2023-10-17 10:48:13 +08:00
dingbaorong
af3b575c7e expose modules_to_not_convert in optimize_model (#9180) 
* expose modules_to_not_convert in optimize_model

* some fixes
 2023-10-17 09:50:26 +08:00
Cengguang Zhang
5ca8a851e9 LLM: add fuse optimization for Mistral. (#9184) 
* add fuse optimization for mistral.

* fix.

* fix

* fix style.

* fix.

* fix error.

* fix style.

* fix style.
 2023-10-16 16:50:31 +08:00
Jiao Wang
49e1381c7f update rope (#9155) 2023-10-15 21:51:45 -07:00
Jason Dai
b192a8032c Update llm-readme (#9176) 2023-10-16 10:54:52 +08:00
binbin Deng
a164c24746 LLM: add kv_cache optimization for chatglm2-6b-32k (#9165) 2023-10-16 10:43:15 +08:00
Yang Wang
7a2de00b48 Fixes for xpu Bf16 training (#9156) 
* Support bf16 training

* Use a stable transformer version

* remove env

* fix style
 2023-10-14 21:28:59 -07:00
Cengguang Zhang
51a133de56 LLM: add fuse rope and norm optimization for Baichuan. (#9166) 
* add fuse rope optimization.

* add rms norm optimization.
 2023-10-13 17:36:52 +08:00
Jin Qiao
db7f938fdc LLM: add replit and starcoder to gpu pytorch model example (#9154) 2023-10-13 15:44:17 +08:00
Jin Qiao
797b156a0d LLM: add dolly-v1 and dolly-v2 to gpu pytorch model example (#9153) 2023-10-13 15:43:35 +08:00
Yishuo Wang
259cbb4126 [LLM] add initial bigdl-llm-init (#9150) 2023-10-13 15:31:45 +08:00
Cengguang Zhang
433f408081 LLM: Add fuse rope and norm optimization for Aquila. (#9161) 
* add fuse norm optimization.

* add fuse rope optimization
 2023-10-13 14:18:37 +08:00
SONG Ge
e7aa67e141 [LLM] Add rope optimization for internlm (#9159) 
* add rope and norm optimization for internlm and gptneox

* revert gptneox back and split with pr#9155 #

* add norm_forward

* style fix

* update

* update
 2023-10-13 14:18:28 +08:00
Jin Qiao
f754ab3e60 LLM: add baichuan and baichuan2 to gpu pytorch model example (#9152) 2023-10-13 13:44:31 +08:00
Ruonan Wang
b8aee7bb1b LLM: Fix Qwen kv_cache optimization (#9148) 
* first commit

* ut pass

* accelerate rotate half by using common util function

* fix style
 2023-10-12 15:49:42 +08:00
binbin Deng
69942d3826 LLM: fix model check before attention optimization (#9149) 2023-10-12 15:21:51 +08:00
JIN Qiao
1a1ddc4144 LLM: Add Replit CPU and GPU example (#9028) 2023-10-12 13:42:14 +08:00
JIN Qiao
d74834ff4c LLM: add gpu pytorch-models example llama2 and chatglm2 (#9142) 2023-10-12 13:41:48 +08:00
Ruonan Wang
4f34557224 LLM: support num_beams in all-in-one benchmark (#9141) 
* support num_beams

* fix
 2023-10-12 13:35:12 +08:00
Ruonan Wang
62ac7ae444 LLM: fix inaccurate input / output tokens of current all-in-one benchmark (#9137) 
* first fix

* fix all apis

* fix
 2023-10-11 17:13:34 +08:00
binbin Deng
eb3fb18eb4 LLM: improve PyTorch API doc (#9128) 2023-10-11 15:03:39 +08:00
binbin Deng
995b0f119f LLM: update some gpu examples (#9136) 2023-10-11 14:23:56 +08:00
Ruonan Wang
1c8d5da362 LLM: fix llama tokenizer for all-in-one benchmark (#9129) 
* fix tokenizer for gpu benchmark

* fix ipex fp16

* meet code review

* fix
 2023-10-11 13:39:39 +08:00
binbin Deng
2ad67a18b1 LLM: add mistral examples (#9121) 2023-10-11 13:38:15 +08:00
Ruonan Wang
1363e666fc LLM: update benchmark_util.py for beam search (#9126) 
* update reorder_cache

* fix
 2023-10-11 09:41:53 +08:00
Guoqiong Song
e8c5645067 add LLM example of aquila on GPU (#9056) 
* aquila, dolly-v1, dolly-v2, vacuna
 2023-10-10 17:01:35 -07:00
Ruonan Wang
388f688ef3 LLM: update setup.py to add bigdl-core-xe package (#9122) 2023-10-10 15:02:48 +08:00
Zhao Changmin
1709beba5b LLM: Explicitly close pickle file pointer before removing temporary directory (#9120) 
* fp close
 2023-10-10 14:57:23 +08:00
Yuwen Hu
0e09dd926b [LLM] Fix example test (#9118) 
* Update llm example test link due to example layout change

* Add better change detect
 2023-10-10 13:24:18 +08:00
Ruonan Wang
ad7d9231f5 LLM: add benchmark script for Max gpu and ipex fp16 gpu (#9112) 
* add pvc bash

* meet code review

* rename to run-max-gpu.sh
 2023-10-10 10:18:41 +08:00
binbin Deng
e4d1457a70 LLM: improve transformers style API doc (#9113) 2023-10-10 09:31:00 +08:00
Yuwen Hu
65212451cc [LLM] Small update to performance tests (#9106) 
* small updates to llm performance tests regarding model handling

* Small fix
 2023-10-09 16:55:25 +08:00
Zhao Changmin
edccfb2ed3 LLM: Check model device type (#9092) 
* check model device
 2023-10-09 15:49:15 +08:00
binbin Deng
5e9962b60e LLM: update example layout (#9046) 2023-10-09 15:36:39 +08:00
Yina Chen
4c4f8d1663 [LLM]Fix Arc falcon abnormal output issue (#9096) 
* update

* update

* fix error & style

* fix style

* update train

* to input_seq_size
 2023-10-09 15:09:37 +08:00
Zhao Changmin
548e4dd5fe LLM: Adapt transformers models for optimize model SL (#9022) 
* LLM: Adapt transformers model for SL
 2023-10-09 11:13:44 +08:00
Ruonan Wang
f64257a093 LLM: basic api support for esimd fp16 (#9067) 
* basic api support for fp16

* fix style

* fix

* fix error and style

* fix style

* meet code review

* update based on comments
 2023-10-09 11:05:17 +08:00
JIN Qiao
65373d2a8b LLM: adjust portable zip content (#9054) 
* LLM: adjust portable zip content

* LLM: adjust portable zip README
 2023-10-09 10:51:19 +08:00
Xin Qiu
b3e94a32d4 change log4error import (#9098) 2023-10-08 09:23:28 +08:00
Kai Huang
78ea7ddb1c Combine apply_rotary_pos_emb for gpt-neox (#9074) 2023-10-07 16:27:46 +08:00
Yang Wang
36dd4afd61 Fix llama when rope scaling is not None (#9086) 
* Fix llama when rope scaling is not None

* fix style

* fix style
 2023-10-06 13:27:37 -07:00
Yang Wang
fcb1c618a0 using bigdl-llm fused rope for llama (#9066) 
* optimize llama xpu rope

* fix bug

* fix style

* refine append cache

* remove check

* do not cache cos sin

* remove unnecessary changes

* clean up

* fix style

* check for training
 2023-10-06 09:57:29 -07:00
Jiao Wang
aefa5a5bfe Qwen kv cache (#9079) 
* qwen and aquila

* update

* update

* style
 2023-10-05 11:59:17 -07:00
Jiao Wang
d5ca1f32b6 Aquila KV cache optimization (#9080) 
* update

* update

* style
 2023-10-05 11:10:57 -07:00
Yang Wang
88565c76f6 add export merged model example (#9018) 
* add export merged model example

* add sources

* add script

* fix style
 2023-10-04 21:18:52 -07:00
Yang Wang
0cd8f1c79c Use ipex fused rms norm for llama (#9081) 
* also apply rmsnorm

* fix cpu
 2023-10-04 21:04:55 -07:00
Cengguang Zhang
fb883100e7 LLM: support chatglm-18b convert attention forward in benchmark scripts. (#9072) 
* add chatglm-18b convert.

* fix if statement.

* fix
 2023-09-28 14:04:52 +08:00
Yishuo Wang
6de2189e90 [LLM] fix chatglm main choice (#9073) 2023-09-28 11:23:37 +08:00
Cengguang Zhang
ad62c58b33 LLM: Enable jemalloc in benchmark scripts. (#9058) 
* enable jemalloc.

* fix readme.
 2023-09-26 15:37:49 +08:00
Cengguang Zhang
b4a1266ef0 [WIP] LLM: add kv cache support for internlm. (#9036) 
* LLM: add kv cache support for internlm

* add internlm apply_rotary_pos_emb

* fix.

* fix style.
 2023-09-25 14:16:59 +08:00
Ruonan Wang
975da86e00 LLM: fix gptneox kv cache (#9044) 2023-09-25 13:03:57 +08:00
Cengguang Zhang
26213a5829 LLM: Change benchmark bf16 load format. (#9035) 
* LLM: Change benchmark bf16 load format.

* comment on bf16 chatglm.

* fix.
 2023-09-22 17:38:38 +08:00
JinBridge
023555fb1f LLM: Add one-click installer for Windows (#8999) 
* LLM: init one-click installer for windows

* LLM: fix typo in one-click installer readme

* LLM: one-click installer try except logic

* LLM: one-click installer add dependency

* LLM: one-click installer adjust README.md

* LLM: one-click installer split README and add zip compress in setup.bat

* LLM: one-click installer verified internlm and llama2 and replace gif

* LLM: remove one-click installer images

* LLM: finetune the one-click installer README.md

* LLM: fix typo in one-click installer README.md

* LLM: rename one-click installer to protable executable

* LLM: rename other places to protable executable

* LLM: rename the zip filename to executable

* LLM: update .gitignore

* LLM: add colorama to setup.bat
 2023-09-22 14:46:30 +08:00
Jiao Wang
028a6d9383 MPT model optimize for long sequence (#9020) 
* mpt_long_seq

* update

* update

* update

* style

* style2

* update
 2023-09-21 21:27:23 -07:00
Ruonan Wang
b943d73844 LLM: refactor kv cache (#9030) 
* refactor utils

* meet code review; update all models

* small fix
 2023-09-21 21:28:03 +08:00
Cengguang Zhang
868511cf02 LLM: fix kv cache issue of bloom and falcon. (#9029) 2023-09-21 18:12:20 +08:00
Ruonan Wang
bf51ec40b2 LLM: Fix empty cache (#9024) 
* fix

* fix

* update example
 2023-09-21 17:16:07 +08:00
Yina Chen
714884414e fix error (#9025) 2023-09-21 16:42:11 +08:00
binbin Deng
edb225530b add bark (#9016) 2023-09-21 12:24:58 +08:00
SONG Ge
fa47967583 [LLM] Optimize kv_cache for gptj model family (#9010) 
* optimize gptj model family attention

* add license and comment for dolly-model

* remove xpu mentioned

* remove useless info

* code sytle

* style fix

* code style in gptj fix

* remove gptj arch

* move apply_rotary_pos_emb into utils

* kv_seq_length update

* use hidden_states instead of query layer to reach batch size
 2023-09-21 10:42:08 +08:00
Cengguang Zhang
b3cad7de57 LLM: add bloom kv cache support (#9012) 
* LLM: add bloom kv cache support

* fix style.
 2023-09-20 21:10:53 +08:00
Kai Huang
156af15d1e Add NF3 (#9008) 
* add nf3

* grammar
 2023-09-20 20:03:07 +08:00
Kai Huang
6981745fe4 Optimize kv_cache for gpt-neox model family (#9015) 
* override gptneox

* style

* move to utils

* revert
 2023-09-20 19:59:19 +08:00
JinBridge
48b503c630 LLM: add example of aquila (#9006) 
* LLM: add example of aquila

* LLM: replace AquilaChat with Aquila

* LLM: shorten prompt of aquila example
 2023-09-20 15:52:56 +08:00
Cengguang Zhang
735a17f7b4 LLM: add kv cache to falcon family. (#8995) 
* add kv cache to falcon family.

* fix: import error.

* refactor

* update comments.

* add two version falcon attention forward.

* fix

* fix.

* fix.

* fix.

* fix style.

* fix style.
 2023-09-20 15:36:30 +08:00
Ruonan Wang
94a7f8917b LLM: fix optimized kv cache for baichuan-13b (#9009) 
* fix baichuan 13b

* fix style

* fix

* fix style
 2023-09-20 15:30:14 +08:00
Yang Wang
c88f6ec457 Experiment XPU QLora Finetuning (#8937) 
* Support xpu finetuning

* support xpu finetuning

* fix style

* fix style

* fix style

* refine example

* add readme

* refine readme

* refine api

* fix fp16

* fix example

* refactor

* fix style

* fix compute type

* add qlora

* refine training args

* fix example

* fix style

* fast path forinference

* address comments

* refine readme

* revert lint
 2023-09-19 10:15:44 -07:00
Jason Dai
51518e029d Update llm readme (#9005) 2023-09-19 20:01:33 +08:00
Ruonan Wang
249386261c LLM: add Baichuan2 cpu example (#9002) 
* add baichuan2 cpu examples

* add link

* update prompt
 2023-09-19 18:08:30 +08:00
Ruonan Wang
004c45c2be LLM: Support optimized kv_cache for baichuan family (#8997) 
* add initial support for baichuan attantion

* support baichuan1

* update based on comment

* update based on comment

* support baichuan2

* update link, change how to jusge baichuan2

* fix style

* add model parameter for pob emb

* update based on comment
 2023-09-19 15:38:54 +08:00
Xin Qiu
37bb0cbf8f Speed up gpt-j in gpubenchmark (#9000) 
* Speedup gpt-j in gpubenchmark

* meet code review
 2023-09-19 14:22:28 +08:00
Zhao Changmin
2a05581da7 LLM: Apply low_cpu_mem_usage algorithm on optimize_model API (#8987) 
* low_cpu_mem_usage
 2023-09-18 21:41:42 +08:00
Cengguang Zhang
8299b68fea update readme. (#8996) 2023-09-18 17:06:15 +08:00
binbin Deng
c1d25a51a8 LLM: add optimize_model example for bert (#8975) 2023-09-18 16:18:35 +08:00
Cengguang Zhang
74338fd291 LLM: add auto torch dtype in benchmark. (#8981) 2023-09-18 15:48:25 +08:00
Ruonan Wang
cabe7c0358 LLM: add baichuan2 example for arc (#8994) 
* add baichuan2 examples

* add link

* small fix
 2023-09-18 14:32:27 +08:00
binbin Deng
0a552d5bdc LLM: fix installation on windows (#8989) 2023-09-18 11:14:54 +08:00
Ruonan Wang
32716106e0 update use_cahce=True (#8986) 2023-09-18 07:59:33 +08:00
Xin Qiu
64ee1d7689 update run_transformer_int4_gpu (#8983) 
* xpuperf

* update run.py

* clean upo

* uodate

* update

* meet code review
 2023-09-15 15:10:04 +08:00
Zhao Changmin
16b9412e80 tie_word_embeddings (#8977) 
tie_word_embeddings
 2023-09-15 10:17:09 +08:00
JinBridge
c12b8f24b6 LLM: add use_cache=True for all gpu examples (#8971) 2023-09-15 09:54:38 +08:00
Guancheng Fu
d1b62ef2f2 [bigdl-llm] Remove serving-dep from all_requires (#8980) 
* Remove serving-dep from all_requires

* pin fastchat version
 2023-09-14 16:59:24 +08:00
Yishuo Wang
bcf456070c fix bloom-176b int overflow (#8973) 2023-09-14 14:37:57 +08:00
Ruonan Wang
dd57623650 LLM: reduce GPU memory for optimize_model=True (#8965) 
* reduce gpu memory for llama & chatglm

* change to device type
 2023-09-13 17:27:09 +08:00
binbin Deng
be29c75c18 LLM: refactor gpu examples (#8963) 
* restructure

* change to hf-transformers-models/
 2023-09-13 14:47:47 +08:00
Cengguang Zhang
cca84b0a64 LLM: update llm benchmark scripts. (#8943) 
* update llm benchmark scripts.

* change tranformer_bf16 to pytorch_autocast_bf16.

* add autocast in transformer int4.

* revert autocast.

* add "pytorch_autocast_bf16" to doc

* fix comments.
 2023-09-13 12:23:28 +08:00
SONG Ge
7132ef6081 [LLM Doc] Add optimize_model doc in transformers api (#8957) 
* add optimize in from_pretrained

* add api doc for load_low_bit

* update api docs following comments

* update api docs

* update

* reord comments
 2023-09-13 10:42:33 +08:00
Zhao Changmin
c32c260ce2 LLM: Add save/load API in optimize_model to support general pytorch model (#8956) 
* support hf format SL
 2023-09-13 10:22:00 +08:00
Ruonan Wang
4de73f592e LLM: add gpu example of chinese-llama-2-7b (#8960) 
* add gpu example of chinese -llama2

* update model name and link

* update name
 2023-09-13 10:16:51 +08:00
Guancheng Fu
0bf5857908 [LLM] Integrate FastChat as a serving framework for BigDL-LLM (#8821) 
* Finish changing

* format

* add licence

* Add licence

* fix

* fix

* Add xpu support for fschat

* Fix patch

* Also install webui dependencies

* change setup.py dependency installs

* fiox

* format

* final test
 2023-09-13 09:28:05 +08:00
Yuwen Hu
cb534ed5c4 [LLM] Add Arc demo gif to readme and readthedocs (#8958) 
* Add arc demo in main readme

* Small style fix

* Realize using table

* Update based on comments

* Small update

* Try to solve with height problem

* Small fix

* Update demo for inner llm readme

* Update demo video for readthedocs

* Small fix

* Update based on comments
 2023-09-13 09:23:52 +08:00
Zhao Changmin
dcaa4dc130 LLM: Support GQA on llama kvcache (#8938) 
* support GQA
 2023-09-12 12:18:40 +08:00
binbin Deng
2d81521019 LLM: add optimize_model examples for llama2 and chatglm (#8894) 
* add llama2 and chatglm optimize_model examples

* update default usage

* update command and some descriptions

* move folder and remove general_int4 descriptions

* change folder name
 2023-09-12 10:36:29 +08:00
Zhao Changmin
f00c442d40 fix accelerate (#8946) 
Co-authored-by: leonardozcm <leonardozcm@gmail.com>
 2023-09-12 09:27:58 +08:00
Yang Wang
16761c58be Make llama attention stateless (#8928) 
* Make llama attention stateless

* fix style

* fix chatglm

* fix chatglm xpu
 2023-09-11 18:21:50 -07:00
Zhao Changmin
e62eda74b8 refine (#8912) 
Co-authored-by: leonardozcm <leonardozcm@gmail.com>
 2023-09-11 16:40:33 +08:00
Yina Chen
df165ad165 init (#8933) 2023-09-11 14:30:55 +08:00
Ruonan Wang
b3f5dd5b5d LLM: update q8 convert xpu&cpu (#8930) 2023-09-08 16:01:17 +08:00
Yina Chen
33d75adadf [LLM]Support q5_0 on arc (#8926) 
* support q5_0

* delete

* fix style
 2023-09-08 15:52:36 +08:00
Yuwen Hu
ca35c93825 [LLM] Fix langchain UT (#8929) 
* Change dependency version for langchain uts

* Downgrade pandas version instead; and update example readme accordingly
 2023-09-08 13:51:04 +08:00
Xin Qiu
ea0853c0b5 update benchmark_utils readme (#8925) 
* update readme

* meet code review
 2023-09-08 10:30:26 +08:00
Yang Wang
ee98cdd85c Support latest transformer version (#8923) 
* Support latest transformer version

* fix style
 2023-09-07 19:01:32 -07:00
Yang Wang
25428b22b4 Fix chatglm2 attention and kv cache (#8924) 
* fix chatglm2 attention

* fix bf16 bug

* make model stateless

* add utils

* cleanup

* fix style
 2023-09-07 18:54:29 -07:00
Yina Chen
b209b8f7b6 [LLM] Fix arc qtype != q4_0 generate issue (#8920) 
* Fix arc precision!=q4_0 generate issue

* meet comments
 2023-09-07 08:56:36 -07:00
Cengguang Zhang
3d2efe9608 LLM: update llm latency benchmark. (#8922) 2023-09-07 19:00:19 +08:00
binbin Deng
7897eb4b51 LLM: add benchmark scripts on GPU (#8916) 2023-09-07 18:08:17 +08:00
Xin Qiu
d8a01d7c4f fix chatglm in run.pu (#8919) 2023-09-07 16:44:10 +08:00
Xin Qiu
e9de9d9950 benchmark for native int4 (#8918) 
* native4

* update

* update

* update
 2023-09-07 15:56:15 +08:00
Ruonan Wang
c0797ea232 LLM: update setup to specify bigdl-core-xe version (#8913) 2023-09-07 15:11:55 +08:00
Ruonan Wang
057e77e229 LLM: update benchmark_utils.py to handle do_sample=True (#8903) 2023-09-07 14:20:47 +08:00
Yang Wang
c34400e6b0 Use new layout for xpu qlinear (#8896) 
* use new layout for xpu qlinear

* fix style
 2023-09-06 21:55:33 -07:00
Zhao Changmin
8bc1d8a17c LLM: Fix discards in optimize_model with non-hf models and add openai whisper example (#8877) 
* openai-whisper
 2023-09-07 10:35:59 +08:00
Xin Qiu
5d9942a3ca transformer int4 and native int4's benchmark script for 32 256 1k 2k input (#8871) 
* transformer

* move

* update

* add header

* update all-in-one

* clean up
 2023-09-07 09:49:55 +08:00
Yina Chen
bfc71fbc15 Add known issue in arc voice assistant example (#8902) 
* add known issue in voice assistant example

* update cpu
 2023-09-07 09:28:26 +08:00
Yuwen Hu
db26c7b84d [LLM] Update readme gif & image url to the ones hosted on readthedocs (#8900) 2023-09-06 20:04:17 +08:00
SONG Ge
7a71ced78f [LLM Docs] Remain API Docs Issues Solution (#8780) 
* langchain readthedocs update

* solve langchain.llms.transformersllm issues

* langchain.embeddings.transformersembeddings/transfortmersllms issues

* update docs for get_num_tokens

* add low_bit api doc

* add optimizer model api doc

* update rst index

* fix coomments style

* update docs following the comments

* update api doc
 2023-09-06 16:29:34 +08:00
Xin Qiu
49a39452c6 update benchmark (#8899) 2023-09-06 15:11:43 +08:00
Kai Huang
4a9ff050a1 Add qlora nf4 (#8782) 
* add nf4

* dequant nf4

* style
 2023-09-06 09:39:22 +08:00
xingyuan li
704a896e90 [LLM] Add perf test on xpu for bigdl-llm (#8866) 
* add xpu latency job
* update install way
* remove duplicated workflow
* add perf upload
 2023-09-05 17:36:24 +09:00
Zhao Changmin
95271f10e0 LLM: Rename low bit layer (#8875) 
* rename lowbit

---------

Co-authored-by: leonardozcm <leonardozcm@gmail.com>
 2023-09-05 13:21:12 +08:00
Yina Chen
74a2c2ddf5 Update optimize_model=True in llama2 chatglm2 arc examples (#8878) 
* add optimize_model=True in llama2 chatglm2 examples

* add ipex optimize in gpt-j example
 2023-09-05 10:35:37 +08:00
Jason Dai
5e58f698cd Update readthedocs (#8882) 2023-09-04 15:42:16 +08:00
Song Jiaming
7b3ac66e17 [LLM] auto performance test fix specific settings to template (#8876) 2023-09-01 15:49:04 +08:00
Yang Wang
242c9d6036 Fix chatglm2 multi-turn streamchat (#8867) 2023-08-31 22:13:49 -07:00
Song Jiaming
c06f1ca93e [LLM] auto perf test to output to csv (#8846) 2023-09-01 10:48:00 +08:00
Zhao Changmin
9c652fbe95 LLM: Whisper long segment recognize example (#8826) 
* LLM: Long segment recognize example
 2023-08-31 16:41:25 +08:00
Yishuo Wang
a232c5aa21 [LLM] add protobuf in bigdl-llm dependency (#8861) 2023-08-31 15:23:31 +08:00
xingyuan li
de6c6bb17f [LLM] Downgrade amx build gcc version and remove avx flag display (#8856) 
* downgrade to gcc 11
* remove avx display
 2023-08-31 14:08:13 +09:00
Yang Wang
3b4f4e1c3d Fix llama attention optimization for XPU (#8855) 
* Fix llama attention optimization fo XPU

* fix chatglm2

* fix typo
 2023-08-30 21:30:49 -07:00
Shengsheng Huang
7b566bf686 [LLM] add new API for optimize any pytorch models (#8827) 
* add new API for optimize any pytorch models

* change test util name

* revise API and update UT

* fix python style

* update ut config, change default value

* change defaults, disable ut transcribe
 2023-08-30 19:41:53 +08:00
Xin Qiu
8eca982301 windows add env (#8852) 2023-08-30 15:54:52 +08:00
Zhao Changmin
731916c639 LLM: Enable attempting loading method automatically (#8841) 
* enable auto load method

* warning error

* logger info

---------

Co-authored-by: leonardozcm <leonardozcm@gmail.com>
 2023-08-30 15:41:55 +08:00
Yishuo Wang
bba73ec9d2 [LLM] change chatglm native int4 checkpoint name (#8851) 2023-08-30 15:05:19 +08:00
Yina Chen
55e705a84c [LLM] Support the rest of AutoXXX classes in Transformers API (#8815) 
* add transformers auto models

* fix
 2023-08-30 11:16:14 +08:00
Zhao Changmin
887018b0f2 Update ut save&load (#8847) 
Co-authored-by: leonardozcm <leonardozcm@gmail.com>
 2023-08-30 10:32:57 +08:00
Yina Chen
3462fd5c96 Add arc gpt-j example (#8840) 2023-08-30 10:31:24 +08:00
Ruonan Wang
f42c0bad1b LLM: update GPU doc (#8845) 2023-08-30 09:24:19 +08:00
Jason Dai
aab7deab1f Reorganize GPU examples (#8844) 2023-08-30 08:32:08 +08:00
Yang Wang
a386ad984e Add Data Center GPU Flex Series to Readme (#8835) 
* Add Data Center GPU Flex Series to Readme

* remove

* update starcoder
 2023-08-29 11:19:09 -07:00
Yishuo Wang
7429ea0606 [LLM] support transformer int4 + amx int4 (#8838) 2023-08-29 17:27:18 +08:00
Ruonan Wang
ddff7a6f05 Update readme of GPU to specify oneapi version(#8820) 2023-08-29 13:14:22 +08:00
Zhao Changmin
bb31d4fe80 LLM: Implement hf low_cpu_mem_usage with 1xbinary file peak memory on transformer int4 (#8731) 
* 1x peak memory
 2023-08-29 09:33:17 +08:00
Yina Chen
35fdf94031 [LLM]Arc starcoder example (#8814) 
* arc starcoder example init

* add log

* meet comments
 2023-08-28 16:48:00 +08:00
xingyuan li
6a902b892e [LLM] Add amx build step (#8822) 
* add amx build step
 2023-08-28 17:41:18 +09:00
Ruonan Wang
eae92bc7da llm: quick fix path (#8810) 2023-08-25 16:02:31 +08:00
Ruonan Wang
0186f3ab2f llm: update all ARC int4 examples (#8809) 
* update GPU examples

* update other examples

* fix

* update based on comment
 2023-08-25 15:26:10 +08:00
Song Jiaming
b8b1b6888b [LLM] Performance test (#8796) 2023-08-25 14:31:45 +08:00
Yang Wang
9d0f6a8cce rename math.py in example to avoid conflict (#8805) 2023-08-24 21:06:31 -07:00
SONG Ge
d2926c7672 [LLM] Unify Langchain Native and Transformers LLM API (#8752) 
* deprecate BigDLNativeTransformers and add specific LMEmbedding method

* deprecate and add LM methods for langchain llms

* add native params to native langchain

* new imple for embedding

* move ut from bigdlnative to casual llm

* rename embeddings api and examples update align with usage updating

* docqa example hot-fix

* add more api docs

* add langchain ut for starcoder

* support model_kwargs for transformer methods when calling causalLM and add ut

* ut fix for transformers embedding

* update for langchain causal supporting transformers

* remove model_family in readme doc

* add model_families params to support more models

* update api docs and remove chatglm embeddings for now

* remove chatglm embeddings in examples

* new refactor for ut to add bloom and transformers llama ut

* disable llama transformers embedding ut
 2023-08-25 11:14:21 +08:00
binbin Deng
5582872744 LLM: update chatglm example to be more friendly for beginners (#8795) 2023-08-25 10:55:01 +08:00
Yina Chen
7c37424a63 Fix voice assistant example input error on Linux (#8799) 
* fix linux error

* update

* remove alsa log
 2023-08-25 10:47:27 +08:00
Yang Wang
bf3591e2ff Optimize chatglm2 for bf16 (#8725) 
* make chatglm works with bf16

* fix style

* support chatglm v1

* fix style

* fix style

* add chatglm2 file
 2023-08-24 10:04:25 -07:00
xingyuan li
c94bdd3791 [LLM] Merge windows & linux nightly test (#8756) 
* fix download statement
* add check before build wheel
* use curl to upload files
* windows unittest won't upload converted model
* split llm-cli test into windows & linux versions
* update tempdir create way
* fix nightly converted model name
* windows llm-cli starcoder test temply disabled
* remove taskset dependency
* rename llm_unit_tests_linux to llm_unit_tests
 2023-08-23 12:48:41 +09:00
Jason Dai
dcadd09154 Update llm document (#8784) 2023-08-21 22:34:44 +08:00
Yishuo Wang
611c1fb628 [LLM] change default n_threads of native int4 langchain API (#8779) 2023-08-21 13:30:12 +08:00
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