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Author SHA1 Message Date
SONG Ge
160a1e5ee7 [WIP] Add UT for Mistral Optimized Model (#9248) 
* add ut for mistral model

* update

* fix model path

* upgrade transformers version for mistral model

* refactor correctness ut for mustral model

* refactor mistral correctness ut

* revert test_optimize_model back

* remove mistral from test_optimize_model

* add to revert transformers version back to 4.31.0
 2023-10-25 15:14:17 +08:00
Yang Wang
067c7e8098 Support deepspeed AutoTP (#9230) 
* Support deepspeed

* add test script

* refactor convert

* refine example

* refine

* refine example

* fix style

* refine example and adapte latest ipex

* fix style
 2023-10-24 23:46:28 -07:00
Yining Wang
a6a8afc47e Add qwen vl CPU example (#9221) 
* eee

* add examples on CPU and GPU

* fix

* fix

* optimize model examples

* add Qwen-VL-Chat CPU example

* Add Qwen-VL CPU example

* fix optimize problem

* fix error

* Have updated, benchmark fix removed from this PR

* add generate API example

* Change formats in qwen-vl example

* Add CPU transformer int4 example for qwen-vl

* fix repo-id problem and add Readme

* change picture url

* Remove unnecessary file

---------

Co-authored-by: Yuwen Hu <yuwen.hu@intel.com>
 2023-10-25 13:22:12 +08:00
binbin Deng
f597a9d4f5 LLM: update perf test configuration (#9264) 2023-10-25 12:35:48 +08:00
binbin Deng
770ac70b00 LLM: add low_bit option in benchmark scripts (#9257) 2023-10-25 10:27:48 +08:00
WeiguangHan
ec9195da42 LLM: using html to visualize the perf result for Arc (#9228) 
* LLM: using html to visualize the perf result for Arc

* deploy the html file

* add python license

* reslove some comments
 2023-10-24 18:05:25 +08:00
Jin Qiao
90162264a3 LLM: replace torch.float32 with auto type (#9261) 2023-10-24 17:12:13 +08:00
SONG Ge
bd5215d75b [LLM] Reimplement chatglm fuse rms optimization (#9260) 
* re-implement chatglm rope rms

* update
 2023-10-24 16:35:12 +08:00
dingbaorong
5a2ce421af add cpu and gpu examples of flan-t5 (#9171) 
* add cpu and gpu examples of flan-t5

* address yuwen's comments
* Add explanation  why we add modules to not convert
* Refine prompt and add a translation example
* Add a empty line at the end of files

* add examples of flan-t5 using optimize_mdoel api

* address bin's comments

* address binbin's comments

* add flan-t5 in readme
 2023-10-24 15:24:01 +08:00
Yining Wang
4a19f50d16 phi-1_5 CPU and GPU examples (#9173) 
* eee

* add examples on CPU and GPU

* fix

* fix

* optimize model examples

* have updated

* Warmup and configs added

* Update two tables
 2023-10-24 15:08:04 +08:00
SONG Ge
bfc1e2d733 add fused rms optimization for chatglm model (#9256) 2023-10-24 14:40:58 +08:00
Ruonan Wang
b15656229e LLM: fix benchmark issue (#9255) 2023-10-24 14:15:05 +08:00
Guancheng Fu
f37547249d Refine README/CICD (#9253) 2023-10-24 12:56:03 +08:00
binbin Deng
db37edae8a LLM: update langchain api document page (#9222) 2023-10-24 10:13:41 +08:00
Xin Qiu
0c5055d38c add position_ids and fuse embedding for falcon (#9242) 
* add position_ids for falcon

* add cpu

* add cpu

* add license
 2023-10-24 09:58:20 +08:00
Wang, Jian4
c14a61681b Add load low-bit in model-serving for reduce EPC (#9239) 
* init load low-bit

* fix

* fix
 2023-10-23 11:28:20 +08:00
Yina Chen
0383306688 Add arc fp8 support (#9232) 
* add fp8 support

* add log

* fix style
 2023-10-20 17:15:07 +08:00
Yang Wang
118249b011 support transformers 4.34+ for llama (#9229) 2023-10-19 22:36:30 -07:00
Chen, Zhentao
5850241423 correct Readme GPU example and API docstring (#9225) 
* update readme to correct GPU usage

* update from_pretrained supported low bit options

* fix stype check
 2023-10-19 16:08:47 +08:00
WeiguangHan
f87f67ee1c LLM: arc perf test for some popular models (#9188) 2023-10-19 15:56:15 +08:00
Yang Wang
b0ddde0410 Fix removing convert dtype bug (#9216) 
* Fix removing convert dtype bug

* fix style
 2023-10-18 11:24:22 -07:00
Ruonan Wang
942d6418e7 LLM: fix chatglm kv cache (#9215) 2023-10-18 19:09:53 +08:00
SONG Ge
0765f94770 [LLM] Optimize kv_cache for mistral model family (#9189) 
* add kv_cache optimization for mistral model

* kv_cache optimize for mistral

* update stylr

* update
 2023-10-18 15:13:37 +08:00
Ruonan Wang
3555ebc148 LLM: fix wrong length in gptj kv_cache optimization (#9210) 
* fix wrong length in gptj kv cache

* update
 2023-10-18 14:59:02 +08:00
Shengsheng Huang
6dad8d16df optimize NormHead for Baichuan2 (#9205) 
* optimize NormHead for Baichuan2

* fix ut and change name

* rename functions
 2023-10-18 14:05:07 +08:00
Jin Qiao
a3b664ed03 LLM: add GPU More-Data-Types and Save/Load example (#9199) 2023-10-18 13:13:45 +08:00
WeiguangHan
b9194c5786 LLM: skip some model tests using certain api (#9163) 
* LLM: Skip some model tests using certain api

* initialize variable named result
 2023-10-18 09:39:27 +08:00
Ruonan Wang
09815f7064 LLM: fix RMSNorm optimization of Baichuan2-13B/Baichuan-13B (#9204) 
* fix rmsnorm of baichuan2-13B

* update baichuan1-13B too

* fix style
 2023-10-17 18:40:34 +08:00
Jin Qiao
d7ce78edf0 LLM: fix portable zip README image link (#9201) 
* LLM: fix portable zip readme img link

* LLM: make README first image center align
 2023-10-17 16:38:22 +08:00
Cheen Hau, 俊豪
66c2e45634 Add unit tests for optimized model correctness (#9151) 
* Add test to check correctness of optimized model

* Refactor optimized model test

* Use models in llm-unit-test

* Use AutoTokenizer for bloom

* Print out each passed test

* Remove unused tokenizer from import
 2023-10-17 14:46:41 +08:00
Jin Qiao
d946bd7c55 LLM: add CPU More-Data-Types and Save-Load examples (#9179) 2023-10-17 14:38:52 +08:00
Ruonan Wang
c0497ab41b LLM: support kv_cache optimization for Qwen-VL-Chat (#9193) 
* dupport qwen_vl_chat

* fix style
 2023-10-17 13:33:56 +08:00
binbin Deng
1cd9ab15b8 LLM: fix ChatGLMConfig check (#9191) 2023-10-17 11:52:56 +08:00
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