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Author SHA1 Message Date
Guancheng Fu
963a5c8d79 Add vLLM-XPU version's README/examples (#9536) 
* test

* test

* fix last kv cache

* add xpu readme

* remove numactl for xpu example

* fix link error

* update max_num_batched_tokens logic

* add explaination

* add xpu environement version requirement

* refine gpu memory

* fix

* fix style
 2023-11-28 09:44:03 +08:00
Guancheng Fu
b6c3520748 Remove xformers from vLLM-CPU (#9535) 2023-11-27 11:21:25 +08:00
binbin Deng
2b9c7d2a59 LLM: quick fix alpaca qlora finetuning script (#9534) 2023-11-27 11:04:27 +08:00
Yuwen Hu
11fa3de290 Add sutup support of win gpu for bigdl-llm (#9512) 2023-11-24 17:49:21 +08:00
Chen, Zhentao
45820cf3b9 add optimize model option (#9530) 2023-11-24 17:10:49 +08:00
binbin Deng
6bec0faea5 LLM: support Mistral AWQ models (#9520) 2023-11-24 16:20:22 +08:00
Ruonan Wang
914a5a5a27 LLM: fix abnormal Mistral GPU accuracy by updating rms_norm (#9529) 2023-11-24 15:37:50 +08:00
SONG Ge
3d24823cda hot-fix mistral kv_cache (#9528) 2023-11-24 14:33:04 +08:00
Zhao Changmin
42b7a16bc5 Replace torch.bmm with safe_bmm (#9519) 
* replace bmm with safe one

* rename args and deprecated warning
 2023-11-24 12:16:48 +08:00
Jason Dai
b3178d449f Update README.md (#9525) 2023-11-23 21:45:20 +08:00
Jason Dai
82898a4203 Update GPU example README (#9524) 2023-11-23 21:20:26 +08:00
Jason Dai
064848028f Update README.md (#9523) 2023-11-23 21:16:21 +08:00
Ruonan Wang
b63aae8a8e LLM: add flash attention support for llama (#9518) 
* add initial flash attention for llama

* accelerate fp32 first token by changing to fp16 in advance

* support fp32
 2023-11-23 18:40:18 +08:00
Guancheng Fu
bf579507c2 Integrate vllm (#9310) 
* done

* Rename structure

* add models

* Add structure/sampling_params,sequence

* add input_metadata

* add outputs

* Add policy,logger

* add and update

* add parallelconfig back

* core/scheduler.py

* Add llm_engine.py

* Add async_llm_engine.py

* Add tested entrypoint

* fix minor error

* Fix everything

* fix kv cache view

* fix

* fix

* fix

* format&refine

* remove logger from repo

* try to add token latency

* remove logger

* Refine config.py

* finish worker.py

* delete utils.py

* add license

* refine

* refine sequence.py

* remove sampling_params.py

* finish

* add license

* format

* add license

* refine

* refine

* Refine line too long

* remove exception

* so dumb style-check

* refine

* refine

* refine

* refine

* refine

* refine

* add README

* refine README

* add warning instead error

* fix padding

* add license

* format

* format

* format fix

* Refine vllm dependency (#1)

vllm dependency clear

* fix licence

* fix format

* fix format

* fix

* adapt LLM engine

* fix

* add license

* fix format

* fix

* Moving README.md to the correct position

* Fix readme.md

* done

* guide for adding models

* fix

* Fix README.md

* Add new model readme

* remove ray-logic

* refactor arg_utils.py

* remove distributed_init_method logic

* refactor entrypoints

* refactor input_metadata

* refactor model_loader

* refactor utils.py

* refactor models

* fix api server

* remove vllm.stucture

* revert by txy 1120

* remove utils

* format

* fix license

* add bigdl model

* Refer to a specfic commit

* Change code base

* add comments

* add async_llm_engine comment

* refine

* formatted

* add worker comments

* add comments

* add comments

* fix style

* add changes

---------

Co-authored-by: xiangyuT <xiangyu.tian@intel.com>
Co-authored-by: Xiangyu Tian <109123695+xiangyuT@users.noreply.github.com>
Co-authored-by: leonardozcm <leonardo1997zcm@gmail.com>
 2023-11-23 16:46:45 +08:00
Heyang Sun
48fbb1eb94 support ccl (MPI) distributed mode in alpaca_qlora_finetuning_cpu (#9507) 2023-11-23 10:58:09 +08:00
Qiyuan Gong
0f0c6bb631 [LLM] Fix Qwen registered_causal_mask is None (#9513) 
* Add registered_causal_mask init based on 2abd8e5777.
 2023-11-23 09:28:04 +08:00
Heyang Sun
11fa5a8a0e Fix QLoRA CPU dispatch_model issue about accelerate (#9506) 2023-11-23 08:41:25 +08:00
Heyang Sun
1453046938 install bigdl-llm in deepspeed cpu inference example (#9508) 2023-11-23 08:39:21 +08:00
binbin Deng
86743fb57b LLM: fix transformers version in CPU finetuning example (#9511) 2023-11-22 15:53:07 +08:00
binbin Deng
1a2129221d LLM: support resume from checkpoint in Alpaca QLoRA (#9502) 2023-11-22 13:49:14 +08:00
Ruonan Wang
139e98aa18 LLM: quick fix benchmark (#9509) 2023-11-22 10:19:57 +08:00
WeiguangHan
c2aeb4d1e8 del model after test (#9504) 2023-11-21 18:41:50 +08:00
Ruonan Wang
076d106ef5 LLM: GPU QLoRA update to bf16 to accelerate gradient checkpointing (#9499) 
* update to bf16 to accelerate gradient checkpoint

* add utils and fix ut
 2023-11-21 17:08:36 +08:00
Cheen Hau, 俊豪
3e39828420 Update all in one benchmark readme (#9496) 
* Add gperftools install to all in one benchmark readme

* Update readme
 2023-11-21 14:57:16 +08:00
binbin Deng
b7ae572ac3 LLM: update Alpaca QLoRA finetuning example on GPU (#9492) 2023-11-21 14:22:19 +08:00
Wang, Jian4
c5cb3ab82e LLM : Add CPU alpaca qlora example (#9469) 
* init

* update xpu to cpu

* update

* update readme

* update example

* update

* add refer

* add guide to train different datasets

* update readme

* update
 2023-11-21 09:19:58 +08:00
binbin Deng
96fd26759c LLM: fix QLoRA finetuning example on CPU (#9489) 2023-11-20 14:31:24 +08:00
Xin Qiu
50b01058f1 enable new q4_1 (#9479) 2023-11-17 14:58:57 +08:00
binbin Deng
3dac21ac7b LLM: add more example usages about alpaca qlora on different hardware (#9458) 2023-11-17 09:56:43 +08:00
Heyang Sun
921b263d6a update deepspeed install and run guide in README (#9441) 2023-11-17 09:11:39 +08:00
Zhao Changmin
30abd304a7 LLM: Fix baichuan pre-normalize model tensor assigning issue when loading (#9481) 
* No need to normalized when loading
 2023-11-16 21:57:28 +08:00
WeiguangHan
bc06bec90e LLM: modify the script to generate html results more accurately (#9445) 
* modify the script to generate html results more accurately

* resolve some comments

* revert some codes
 2023-11-16 19:50:23 +08:00
Ruonan Wang
c0ef70df02 llm: quick fix of fast_rms_norm (#9480) 2023-11-16 14:42:16 +08:00
Yina Chen
d5263e6681 Add awq load support (#9453) 
* Support directly loading GPTQ models from huggingface

* fix style

* fix tests

* change example structure

* address comments

* fix style

* init

* address comments

* add examples

* fix style

* fix style

* fix style

* fix style

* update

* remove

* meet comments

* fix style

---------

Co-authored-by: Yang Wang <yang3.wang@intel.com>
 2023-11-16 14:06:25 +08:00
Ruonan Wang
d2c064124a LLM: update rms related usage to suport ipex 2.1 new api (#9466) 
* update rms related usage

* fix style
 2023-11-16 11:21:50 +08:00
Yuwen Hu
731b0aaade Empty cache after embedding to cpu (#9477) 2023-11-16 10:52:30 +08:00
WeiguangHan
c487b53f21 LLM: only run arc perf test nightly (#9448) 
* LLM: only run arc perf test nightly

* deleted unused python scripts

* rebase main
 2023-11-15 19:38:14 +08:00
WeiguangHan
0d55bbd9f1 LLM: ajust the order of some models (#9470) 2023-11-15 17:04:59 +08:00
Xin Qiu
170e0072af chatglm2 correctness test (#9450) 
* chatglm2 ut

* some update

* chatglm2 path

* fix

* add print
 2023-11-15 15:44:56 +08:00
Ruonan Wang
0f82b8c3a0 LLM: update qlora example (#9454) 
* update qlora example

* fix loss=0
 2023-11-15 09:24:15 +08:00
Chen, Zhentao
dbbdb53a18 fix multiple gpu usage (#9459) 2023-11-14 17:06:27 +08:00
Chen, Zhentao
d19ca21957 patch bigdl-llm model to harness by binding instead of patch file (#9420) 
* add run_llb.py

* fix args interpret

* modify outputs

* update workflow

* add license

* test mixed 4 bit

* update readme

* use autotokenizer

* add timeout

* refactor workflow file

* fix working directory

* fix env

* throw exception if some jobs failed

* improve terminal outputs

* Disable var which cause the run stuck

* fix unknown precision

* fix key error

* directly output config instead

* rm harness submodule
 2023-11-14 12:51:39 +08:00
Yang Wang
51d07a9fd8 Support directly loading gptq models from huggingface (#9391) 
* Support directly loading GPTQ models from huggingface

* fix style

* fix tests

* change example structure

* address comments

* fix style

* address comments
 2023-11-13 20:48:12 -08:00
WeiguangHan
d109275333 temporarily disable the test of some models (#9434) 2023-11-13 18:50:53 +08:00
Chen, Zhentao
0ecb9efb05 use AutoTokenizer to enable more models (#9446) 2023-11-13 17:47:43 +08:00
Cengguang Zhang
ece5805572 LLM: add chatglm3-6b to latency benchmark test. (#9442) 2023-11-13 17:24:37 +08:00
Chen, Zhentao
5747e2fe69 fix multiple gpu usage of harness (#9444) 2023-11-13 16:53:23 +08:00
Heyang Sun
da6bbc8c11 fix deepspeed dependencies to install (#9400) 
* remove reductant parameter from deepspeed install

* Update install.sh

* Update install.sh
 2023-11-13 16:42:50 +08:00
Yuwen Hu
4faf5af8f1 [LLM] Add perf test for core on Windows (#9397) 
* temporary stop other perf test

* Add framework for core performance test with one test model

* Small fix and add platform control

* Comment out lp for now

* Add missing ymal file

* Small fix

* Fix sed contents

* Small fix

* Small path fixes

* Small fix

* Add update to ftp

* Small upload fix

* add chatglm3-6b

* LLM: add model names

* Keep repo id same as ftp and temporary make baichuan2 first priority

* change order

* Remove temp if false and separate pr and nightly results

* Small fix

---------

Co-authored-by: jinbridge <2635480475@qq.com>
 2023-11-13 13:58:40 +08:00
Zheng, Yi
9b5d0e9c75 Add examples for Yi-6B (#9421) 2023-11-13 10:53:15 +08:00
SONG Ge
2888818b3a [LLM] Support mixed_fp8 on Arc (#9415) 
* ut gpu allocation memory fix

* support mix_8bit on arc

* rename mixed_4bit to mixed_fp4 and mixed_8bit to mixed_fp8

* revert unexpected changes

* revert unexpected changes

* unify common logits

* rename in llm xmx_checker

* fix typo error and re-unify
 2023-11-13 09:26:30 +08:00
Wang, Jian4
ac7fbe77e2 Update qlora readme (#9416) 2023-11-12 19:29:29 +08:00
Yining Wang
d7334513e1 codeshell: fix wrong links (#9417) 2023-11-12 19:22:33 +08:00
Zheng, Yi
0674146cfb Add cpu and gpu examples of distil-whisper (#9374) 
* Add distil-whisper examples

* Fixes based on comments

* Minor fixes

---------

Co-authored-by: Ariadne330 <wyn2000330@126.com>
 2023-11-10 16:09:55 +08:00
Ziteng Zhang
ad81b5d838 Update qlora README.md (#9422) 2023-11-10 15:19:25 +08:00
Heyang Sun
b23b91407c fix llm-init on deepspeed missing lib (#9419) 2023-11-10 13:51:24 +08:00
SONG Ge
dfb00e37e9 [LLM] Add model correctness test on ARC for llama and falcon (#9347) 
* add correctness test on arc for llama model

* modify layer name

* add falcon ut

* refactor and add ut for falcon model

* modify lambda positions and update docs

* replace loading pre input with last decodelayer output

* switch lower bound to single model instead of using the common one

* make the code implementation simple

* fix gpu action allocation memory issue
 2023-11-10 13:48:57 +08:00
dingbaorong
36fbe2144d Add CPU examples of fuyu (#9393) 
* add fuyu cpu examples

* add gpu example

* add comments

* add license

* remove gpu example

* fix inference time
 2023-11-09 15:29:19 +08:00
Heyang Sun
df8e4d7889 [LLM] apply allreduce and bias to training in LowBitLinear (#9395) 2023-11-09 14:35:54 +08:00
Wang, Jian4
40cead6b5b LLM: Fix CPU qlora dtype convert issue (#9394) 2023-11-09 14:34:01 +08:00
WeiguangHan
34449cb4bb LLM: add remaining models to the arc perf test (#9384) 
* add remaining models

* modify the filepath which stores the test result on ftp server

* resolve some comments
 2023-11-09 14:28:42 +08:00
Ruonan Wang
bfca76dfa7 LLM: optimize QLoRA by updating lora convert logic (#9372) 
* update convert logic of qlora

* update

* refactor and further improve performance

* fix style

* meet code review
 2023-11-08 17:46:49 +08:00
binbin Deng
54d95e4907 LLM: add alpaca qlora finetuning example (#9276) 2023-11-08 16:25:17 +08:00
binbin Deng
97316bbb66 LLM: highlight transformers version requirement in mistral examples (#9380) 2023-11-08 16:05:03 +08:00
Ruonan Wang
7e8fb29b7c LLM: optimize QLoRA by reducing convert time (#9370) 2023-11-08 13:14:34 +08:00
Chen, Zhentao
298b64217e add auto triggered acc test (#9364) 
* add auto triggered acc test

* use llama 7b instead

* fix env

* debug download

* fix download prefix

* add cut dirs

* fix env of model path

* fix dataset download

* full job

* source xpu env vars

* use matrix to trigger model run

* reset batch=1

* remove redirect

* remove some trigger

* add task matrix

* add precision list

* test llama-7b-chat

* use /mnt/disk1 to store model and datasets

* remove installation test

* correct downloading path

* fix HF vars

* add bigdl-llm env vars

* rename file

* fix hf_home

* fix script path

* rename as harness evalution

* rerun
 2023-11-08 10:22:27 +08:00
Yishuo Wang
bfd9f88f0d [LLM] Use fp32 as dtype when batch_size <=8 and qtype is q4_0/q8_0/fp8 (#9365) 2023-11-08 09:54:53 +08:00
WeiguangHan
84ab614aab LLM: add more models and skip runtime error (#9349) 
* add more models and skip runtime error

* upgrade transformers

* temporarily removed Mistral-7B-v0.1

* temporarily disable the upload of arc perf result
 2023-11-08 09:45:53 +08:00
Heyang Sun
fae6db3ddc [LLM] refactor cpu low-bit forward logic (#9366) 
* [LLM] refactor cpu low-bit forward logic

* fix style

* Update low_bit_linear.py

* Update low_bit_linear.py

* refine
 2023-11-07 15:09:16 +08:00
Heyang Sun
af94058203 [LLM] Support CPU deepspeed distributed inference (#9259) 
* [LLM] Support CPU Deepspeed distributed inference

* Update run_deepspeed.py

* Rename

* fix style

* add new codes

* refine

* remove annotated codes

* refine

* Update README.md

* refine doc and example code
 2023-11-06 17:56:42 +08:00
Jin Qiao
f9bf5382ff Fix: add aquila2 in README (#9362) 2023-11-06 16:37:57 +08:00
Jin Qiao
e6b6afa316 LLM: add aquila2 model example (#9356) 2023-11-06 15:47:39 +08:00
Xin Qiu
1420e45cc0 Chatglm2 rope optimization on xpu (#9350) 2023-11-06 13:56:34 +08:00
Yining Wang
9377b9c5d7 add CodeShell CPU example (#9345) 
* add CodeShell CPU example

* fix some problems
 2023-11-03 13:15:54 +08:00
ZehuaCao
ef83c3302e Use to test llm-performance on spr-perf (#9316) 
* Update llm_performance_tests.yml

* Update llm_performance_tests.yml

* Update action.yml

* Create cpu-perf-test.yaml

* Update action.yml

* Update action.yml

* Update llm_performance_tests.yml

* Update llm_performance_tests.yml

* Update llm_performance_tests.yml

* Update llm_performance_tests.yml

* Update llm_performance_tests.yml

* Update llm_performance_tests.yml

* Update llm_performance_tests.yml

* Update llm_performance_tests.yml

* Update llm_performance_tests.yml

* Update llm_performance_tests.yml

* Update llm_performance_tests.yml
 2023-11-03 11:17:16 +08:00
Yuwen Hu
a0150bb205 [LLM] Move embedding layer to CPU for iGPU inference (#9343) 
* Move embedding layer to CPU for iGPU llm inference

* Empty cache after to cpu

* Remove empty cache as it seems to have some negative effect to first token
 2023-11-03 11:13:45 +08:00
Cheen Hau, 俊豪
8f23fb04dc Add inference test for Whisper model on Arc (#9330) 
* Add inference test for Whisper model

* Remove unnecessary inference time measurement
 2023-11-03 10:15:52 +08:00
Zheng, Yi
63411dff75 Add cpu examples of WizardCoder (#9344) 
* Add wizardcoder example

* Minor fixes
 2023-11-02 20:22:43 +08:00
dingbaorong
2e3bfbfe1f Add internlm_xcomposer cpu examples (#9337) 
* add internlm-xcomposer cpu examples

* use chat

* some fixes

* add license

* address shengsheng's comments

* use demo.jpg
 2023-11-02 15:50:02 +08:00
Jin Qiao
97a38958bd LLM: add CodeLlama CPU and GPU examples (#9338) 
* LLM: add codellama CPU pytorch examples

* LLM: add codellama CPU transformers examples

* LLM: add codellama GPU transformers examples

* LLM: add codellama GPU pytorch examples

* LLM: add codellama in readme

* LLM: add LLaVA link
 2023-11-02 15:34:25 +08:00
Chen, Zhentao
d4dffbdb62 Merge harness (#9319) 
* add harness patch and llb script

* add readme

* add license

* use patch instead

* update readme

* rename tests to evaluation

* fix typo

* remove nano dependency

* add original harness link

* rename title of usage

* rename BigDLGPULM as BigDLLM

* empty commit to rerun job
 2023-11-02 15:14:19 +08:00
Zheng, Yi
63b2556ce2 Add cpu examples of skywork (#9340) 2023-11-02 15:10:45 +08:00
dingbaorong
f855a864ef add llava gpu example (#9324) 
* add llava gpu example

* use 7b model

* fix typo

* add in README
 2023-11-02 14:48:29 +08:00
Ziteng Zhang
dd3cf2f153 LLM: Add python 3.10 & 3.11 UT 
LLM: Add python 3.10 & 3.11 UT
 2023-11-02 14:09:29 +08:00
Wang, Jian4
149146004f LLM: Add qlora finetunning CPU example (#9275) 
* add qlora finetunning example

* update readme

* update example

* remove merge.py and update readme
 2023-11-02 09:45:42 +08:00
WeiguangHan
9722e811be LLM: add more models to the arc perf test (#9297) 
* LLM: add more models to the arc perf test

* remove some old models

* install some dependencies
 2023-11-01 16:56:32 +08:00
Jin Qiao
6a128aee32 LLM: add ui for portable-zip (#9262) 2023-11-01 15:36:59 +08:00
Jasonzzt
cb7ef38e86 rerun 2023-11-01 15:30:34 +08:00
Jasonzzt
ba148ff3ff test py311 2023-11-01 14:08:49 +08:00
Yishuo Wang
726203d778 [LLM] Replace Embedding layer to fix it on CPU (#9254) 2023-11-01 13:58:10 +08:00
Jasonzzt
7c7a7f2ec1 spr & arc ut with python3,9&3.10&3.11 2023-11-01 13:17:13 +08:00
Yang Wang
e1bc18f8eb fix import ipex problem (#9323) 
* fix import ipex problem

* fix style
 2023-10-31 20:31:34 -07:00
Cengguang Zhang
9f3d4676c6 LLM: Add qwen-vl gpu example (#9290) 
* create qwen-vl gpu example.

* add readme.

* fix.

* change input figure and update outputs.

* add qwen-vl pytorch model gpu example.

* fix.

* add readme.
 2023-11-01 11:01:39 +08:00
Ruonan Wang
7e73c354a6 LLM: decoupling bigdl-llm and bigdl-nano (#9306) 2023-11-01 11:00:54 +08:00
Yina Chen
2262ae4d13 Support MoFQ4 on arc (#9301) 
* init

* update

* fix style

* fix style

* fix style

* meet comments
 2023-11-01 10:59:46 +08:00
binbin Deng
8ef8e25178 LLM: improve response speed in multi-turn chat (#9299) 
* update

* fix stop word and add chatglm2 support

* remove system prompt
 2023-11-01 10:30:44 +08:00
Cengguang Zhang
d4ab5904ef LLM: Add python 3.10 llm UT (#9302) 
* add py310 test for llm-unit-test.

* add py310 llm-unit-tests

* add llm-cpp-build-py310

* test

* test

* test.

* test

* test

* fix deactivate.

* fix

* fix.

* fix

* test

* test

* test

* add build chatglm for win.

* test.

* fix
 2023-11-01 10:15:32 +08:00
WeiguangHan
03aa368776 LLM: add the comparison between latest arc perf test and last one (#9296) 
* add the comparison between latest test and last one to html

* resolve some comments

* modify some code logics
 2023-11-01 09:53:02 +08:00
Jin Qiao
96f8158fe2 LLM: adjust dolly v2 GPU example README (#9318) 2023-11-01 09:50:22 +08:00
Jin Qiao
c44c6dc43a LLM: add chatglm3 examples (#9305) 2023-11-01 09:50:05 +08:00