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1116 commits

Author SHA1 Message Date
Xin Qiu
dba7ddaab3 add sdp fp8 for qwen llama436 baichuan mistral baichuan2 (#10485) 
* add sdp fp8

* fix style

* fix qwen

* fix baichuan 13

* revert baichuan 13b and baichuan2-13b

* fix style

* update
 2024-03-21 17:23:05 +08:00
Kai Huang
30f111cd32 lm_head empty_cache for more models (#10490) 
* modify constraint

* fix style
 2024-03-21 17:11:43 +08:00
Yuwen Hu
1579ee4421 [LLM] Add nightly igpu perf test for INT4+FP16 1024-128 (#10496) 2024-03-21 16:07:06 +08:00
binbin Deng
2958ca49c0 LLM: add patching function for llm finetuning (#10247) 2024-03-21 16:01:01 +08:00
Zhicun
5b97fdb87b update deepseek example readme (#10420) 
* update readme

* update

* update readme
 2024-03-21 15:21:48 +08:00
hxsz1997
a5f35757a4 Migrate langchain rag cpu example to gpu (#10450) 
* add langchain rag on gpu

* add rag example in readme

* add trust_remote_code in TransformersEmbeddings.from_model_id

* add trust_remote_code in TransformersEmbeddings.from_model_id in cpu
 2024-03-21 15:20:46 +08:00
binbin Deng
85ef3f1d99 LLM: add empty cache in deepspeed autotp benchmark script (#10488) 2024-03-21 10:51:23 +08:00
Xiangyu Tian
5a5fd5af5b LLM: Add speculative benchmark on CPU/XPU (#10464) 
Add speculative benchmark on CPU/XPU.
 2024-03-21 09:51:06 +08:00
Ruonan Wang
28c315a5b9 LLM: fix deepspeed error of finetuning on xpu (#10484) 2024-03-21 09:46:25 +08:00
Kai Huang
021d77fd22 Remove softmax upcast fp32 in llama (#10481) 
* update

* fix style
 2024-03-20 18:17:34 +08:00
Yishuo Wang
cfdf8ad496 Fix modules_not_to_convert argument (#10483) 2024-03-20 17:47:03 +08:00
Xiangyu Tian
cbe24cc7e6 LLM: Enable BigDL IPEX Int8 (#10480) 
Enable BigDL IPEX Int8
 2024-03-20 15:59:54 +08:00
ZehuaCao
1d062e24db Update serving doc (#10475) 
* update serving doc

* add tob

* update

* update

* update

* update vllm worker
 2024-03-20 14:44:43 +08:00
Cengguang Zhang
4581e4f17f LLM: fix whiper model missing config. (#10473) 
* fix whiper model missing config.

* fix style.

* fix style.

* style.
 2024-03-20 14:22:37 +08:00
Jin Qiao
e41d556436 LLM: change fp16 benchmark to model.half (#10477) 
* LLM: change fp16 benchmark to model.half

* fix
 2024-03-20 13:38:39 +08:00
Yishuo Wang
749bedaf1e fix rwkv v5 fp16 (#10474) 2024-03-20 13:15:08 +08:00
Yuwen Hu
72bcc27da9 [LLM] Add TransformersBgeEmbeddings class in bigdl.llm.langchain.embeddings (#10459) 
* Add TransformersBgeEmbeddings class in bigdl.llm.langchain.embeddings

* Small fixes
 2024-03-19 18:04:35 +08:00
Cengguang Zhang
463a86cd5d LLM: fix qwen-vl interpolation gpu abnormal results. (#10457) 
* fix qwen-vl interpolation gpu abnormal results.

* fix style.

* update qwen-vl gpu example.

* fix comment and update example.

* fix style.
 2024-03-19 16:59:39 +08:00
Jin Qiao
e9055c32f9 LLM: fix fp16 mem record in benchmark (#10461) 
* LLM: fix fp16 mem record in benchmark

* change style
 2024-03-19 16:17:23 +08:00
Jiao Wang
f3fefdc9ce fix pad_token_id issue (#10425) 2024-03-18 23:30:28 -07:00
Yuxuan Xia
74e7490fda Fix Baichuan2 prompt format (#10334) 
* Fix Baichuan2 prompt format

* Fix Baichuan2 README

* Change baichuan2 prompt info

* Change baichuan2 prompt info
 2024-03-19 12:48:07 +08:00
Jin Qiao
0451103a43 LLM: add int4+fp16 benchmark script for windows benchmarking (#10449) 
* LLM: add fp16 for benchmark script

* remove transformer_int4_fp16_loadlowbit_gpu_win
 2024-03-19 11:11:25 +08:00
Xin Qiu
bbd749dceb qwen2 fp8 cache (#10446) 
* qwen2 fp8 cache

* fix style check
 2024-03-19 08:32:39 +08:00
Yang Wang
9e763b049c Support running pipeline parallel inference by vertically partitioning model to different devices (#10392) 
* support pipeline parallel inference

* fix logging

* remove benchmark file

* fic

* need to warmup twice

* support qwen and qwen2

* fix lint

* remove genxir

* refine
 2024-03-18 13:04:45 -07:00
Ruonan Wang
66b4bb5c5d LLM: update setup to provide cpp for windows (#10448) 2024-03-18 18:20:55 +08:00
Xiangyu Tian
dbdeaddd6a LLM: Fix log condition for BIGDL_OPT_IPEX (#10441) 
remove log for BIGDL_OPT_IPEX
 2024-03-18 16:03:51 +08:00
Wang, Jian4
1de13ea578 LLM: remove CPU english_quotes dataset and update docker example (#10399) 
* update dataset

* update readme

* update docker cpu

* update xpu docker
 2024-03-18 10:45:14 +08:00
Xin Qiu
399843faf0 Baichuan 7b fp16 sdp and qwen2 pvc sdp (#10435) 
* add baichuan sdp

* update

* baichuan2

* fix

* fix style

* revert 13b

* revert
 2024-03-18 10:15:34 +08:00
Jiao Wang
5ab52ef5b5 update (#10424) 2024-03-15 09:24:26 -07:00
Yishuo Wang
bd64488b2a add mask support for llama/chatglm fp8 sdp (#10433) 
* add mask support for fp8 sdp

* fix chatglm2 dtype

* update
 2024-03-15 17:36:52 +08:00
Keyan (Kyrie) Zhang
444b11af22 Add LangChain upstream ut test for ipynb (#10387) 
* Add LangChain upstream ut test for ipynb

* Integrate unit test for LangChain upstream ut and ipynb into one file

* Modify file name

* Remove LangChain version update in unit test

* Move Langchain upstream ut job to arc

* Modify path in .yml file

* Modify path in llm_unit_tests.yml

* Avoid create directory repeatedly
 2024-03-15 16:31:01 +08:00
Jin Qiao
ca372f6dab LLM: add save/load example for ModelScope (#10397) 
* LLM: add sl example for modelscope

* fix according to comments

* move file
 2024-03-15 15:17:50 +08:00
Xin Qiu
24473e331a Qwen2 fp16 sdp (#10427) 
* qwen2 sdp and refine

* update

* update

* fix style

* remove use_flash_attention
 2024-03-15 13:12:03 +08:00
Kai Huang
1315150e64 Add baichuan2-13b 1k to arc nightly perf (#10406) 2024-03-15 10:29:11 +08:00
Ruonan Wang
b036205be2 LLM: add fp8 sdp for chatglm2/3 (#10411) 
* add fp8 sdp for chatglm2

* fix style
 2024-03-15 09:38:18 +08:00
Wang, Jian4
fe8976a00f LLM: Support gguf models use low_bit and fix no json(#10408) 
* support others model use low_bit

* update readme

* update to add *.json
 2024-03-15 09:34:18 +08:00
Xin Qiu
cda38f85a9 Qwen fp16 sdp (#10401) 
* qwen sdp

* fix

* update

* update

* update sdp

* update

* fix style check

* add to origin type
 2024-03-15 08:51:50 +08:00
dingbaorong
1c0f7ed3fa add xpu support (#10419) 2024-03-14 17:13:48 +08:00
Heyang Sun
7d29765092 refactor qwen2 forward to enable XPU (#10409) 
* refactor awen2 forward to enable XPU

* Update qwen2.py
 2024-03-14 11:03:05 +08:00
Yuxuan Xia
f36224aac4 Fix ceval run.sh (#10410) 2024-03-14 10:57:25 +08:00
ZehuaCao
f66329e35d Fix multiple get_enable_ipex function error (#10400) 
* fix multiple get_enable_ipex function error

* remove get_enable_ipex_low_bit function
 2024-03-14 10:14:13 +08:00
Kai Huang
76e30d8ec8 Empty cache for lm_head (#10317) 
* empty cache

* add comments
 2024-03-13 20:31:53 +08:00
Ruonan Wang
2be8bbd236 LLM: add cpp option in setup.py (#10403) 
* add llama_cpp option

* meet code review
 2024-03-13 20:12:59 +08:00
Ovo233
0dbce53464 LLM: Add decoder/layernorm unit tests (#10211) 
* add decoder/layernorm unit tests

* update tests

* delete decoder tests

* address comments

* remove none type check

* restore nonetype checks

* delete nonetype checks; add decoder tests for Llama

* add gc

* deal with tuple output
 2024-03-13 19:41:47 +08:00
Yishuo Wang
06a851afa9 support new baichuan model (#10404) 2024-03-13 17:45:50 +08:00
Yuxuan Xia
a90e9b6ec2 Fix C-Eval Workflow (#10359) 
* Fix Baichuan2 prompt format

* Fix ceval workflow errors

* Fix ceval workflow error

* Fix ceval error

* Fix ceval error

* Test ceval

* Fix ceval

* Fix ceval

* Fix ceval

* Fix ceval

* Fix ceval

* Fix ceval

* Fix ceval

* Fix ceval

* Fix ceval

* Fix ceval

* Fix ceval

* Fix ceval

* Add ceval dependency test

* Fix ceval

* Fix ceval

* Test full ceval

* Test full ceval

* Fix ceval

* Fix ceval
 2024-03-13 17:23:17 +08:00
Yishuo Wang
b268baafd6 use fp8 sdp in llama (#10396) 2024-03-13 16:45:38 +08:00
Xiangyu Tian
60043a3ae8 LLM: Support Baichuan2-13b in BigDL-vLLM (#10398) 
Support Baichuan2-13b in BigDL-vLLM.
 2024-03-13 16:21:06 +08:00
Xiangyu Tian
e10de2c42d [Fix] LLM: Fix condition check error for speculative decoding on CPU (#10402) 
Fix condition check error for speculative decoding on CPU
 2024-03-13 16:05:06 +08:00
Keyan (Kyrie) Zhang
f158b49835 [LLM] Recover arc ut test for Falcon (#10385) 2024-03-13 13:31:35 +08:00
Heyang Sun
d72c0fad0d Qwen2 SDPA forward on CPU (#10395) 
* Fix Qwen1.5 CPU forward

* Update convert.py

* Update qwen2.py
 2024-03-13 13:10:03 +08:00
Yishuo Wang
ca58a69b97 fix arc rms norm UT (#10394) 2024-03-13 13:09:15 +08:00
Wang, Jian4
0193f29411 LLM : Enable gguf float16 and Yuan2 model (#10372) 
* enable float16

* add yun files

* enable yun

* enable set low_bit on yuan2

* update

* update license

* update generate

* update readme

* update python style

* update
 2024-03-13 10:19:18 +08:00
Yina Chen
f5d65203c0 First token lm_head optimization (#10318) 
* add lm head linear

* update

* address comments and fix style

* address comment
 2024-03-13 10:11:32 +08:00
Keyan (Kyrie) Zhang
7cf01e6ec8 Add LangChain upstream ut test (#10349) 
* Add LangChain upstream ut test

* Add LangChain upstream ut test

* Specify version numbers in yml script

* Correct langchain-community version
 2024-03-13 09:52:45 +08:00
Xin Qiu
28c4a8cf5c Qwen fused qkv (#10368) 
* fused qkv + rope for qwen

* quantized kv cache

* fix

* update qwen

* fixed quantized qkv

* fix

* meet code review

* update split

* convert.py

* extend when no enough kv

* fix
 2024-03-12 17:39:00 +08:00
Yishuo Wang
741c2bf1df use new rms norm (#10384) 2024-03-12 17:29:51 +08:00
Xiangyu Tian
0ded0b4b13 LLM: Enable BigDL IPEX optimization for int4 (#10319) 
Enable BigDL IPEX optimization for int4
 2024-03-12 17:08:50 +08:00
binbin Deng
5d7e044dbc LLM: add low bit option in deepspeed autotp example (#10382) 2024-03-12 17:07:09 +08:00
binbin Deng
df3bcc0e65 LLM: remove english_quotes dataset (#10370) 2024-03-12 16:57:40 +08:00
Zhao Changmin
df2b84f7de Enable kv cache on arc batch (#10308) 2024-03-12 16:46:04 +08:00
Lilac09
5809a3f5fe Add run-hbm.sh & add user guide for spr and hbm (#10357) 
* add run-hbm.sh

* add spr and hbm guide

* only support quad mode

* only support quad mode

* update special cases

* update special cases
 2024-03-12 16:15:27 +08:00
binbin Deng
5d996a5caf LLM: add benchmark script for deepspeed autotp on gpu (#10380) 2024-03-12 15:19:57 +08:00
Keyan (Kyrie) Zhang
f9c144dc4c Fix final logits ut failure (#10377) 
* Fix final logits ut failure

* Fix final logits ut failure

* Remove Falcon from completion test for now

* Remove Falcon from unit test for now
 2024-03-12 14:34:01 +08:00
Guancheng Fu
cc4148636d [FastChat-integration] Add initial implementation for loader (#10323) 
* add initial implementation for loader

* add test method for model_loader

* data

* Refine
 2024-03-12 10:54:59 +08:00
WeiguangHan
17bdb1a60b LLM: add whisper models into nightly test (#10193) 
* LLM: add whisper models into nightly test

* small fix

* small fix

* add more whisper models

* test all cases

* test specific cases

* collect the csv

* store the resut

* to html

* small fix

* small test

* test all cases

* modify whisper_csv_to_html
 2024-03-11 20:00:47 +08:00
binbin Deng
dbcfc5c2fa LLM: fix error of 'AI-ModelScope/phi-2' hosted by ModelScope hub (#10364) 2024-03-11 16:19:17 +08:00
binbin Deng
fe27a6971c LLM: update modelscope version (#10367) 2024-03-11 16:18:27 +08:00
Chen, Zhentao
a425eaabfc fix from_pretrained when device_map=None (#10361) 
* pr trigger

* fix error when device_map=None

* fix device_map=None
 2024-03-11 16:06:12 +08:00
Yina Chen
d7b765fd3f serving xpu memory opt (#10358) 2024-03-11 15:21:22 +08:00
Ruonan Wang
be29833b2b LLM: fix qwen2 (#10356) 2024-03-11 09:29:08 +08:00
Zhicun
9026c08633 Fix llamaindex AutoTokenizer bug (#10345) 
* fix tokenizer

* fix AutoTokenizer bug

* modify code style
 2024-03-08 16:24:50 +08:00
Zhicun
2a10b53d73 rename docqa.py->rag.py (#10353) 2024-03-08 16:07:09 +08:00
Keyan (Kyrie) Zhang
f1825d7408 Add RMSNorm unit test (#10190) 2024-03-08 15:51:03 +08:00
Shengsheng Huang
370c52090c Langchain readme (#10348) 
* update langchain readme

* update readme

* create new README

* Update README_nativeint4.md
 2024-03-08 14:57:24 +08:00
Keyan (Kyrie) Zhang
7a621a4db0 Fix device_map bug by raise an error when using device_map=xpu (#10340) 
* Fix device_map bug by raise an error when using device_map=xpu

* Fix sync error

* Fix python style

* Use invalidInputError instead of invalidOperationError
 2024-03-08 13:38:52 +08:00
Yishuo Wang
1ac193ba02 add rope theta argument (#10343) 2024-03-07 17:27:19 +08:00
Yuxuan Xia
0c8d3c9830 Add C-Eval HTML report (#10294) 
* Add C-Eval HTML report

* Fix C-Eval workflow pr trigger path

* Fix C-Eval workflow typos

* Add permissions to C-Eval workflow

* Fix C-Eval workflow typo

* Add pandas dependency

* Fix C-Eval workflow typo
 2024-03-07 16:44:49 +08:00
Cengguang Zhang
496d18ab6d LLM: add quantize kv cache support for baichuan 7b and 13b. (#10330) 
* add quantize kv cache for baichuan 7b and 13b.

* fix typo.

* fix.

* fix style.

* fix style.
 2024-03-07 16:17:38 +08:00
hxsz1997
b7db21414e Update llamaindex ut (#10338) 
* add test_llamaindex of gpu

* add llamaindex gpu tests bash

* add llamaindex cpu tests bash

* update name of Run LLM langchain GPU test

* import llama_index in llamaindex gpu ut

* update the dependency of test_llamaindex

* add Run LLM llamaindex GPU test

* modify import dependency of llamaindex cpu test

* add Run LLM llamaindex test

* update llama_model_path

* delete unused model path

* add LLAMA2_7B_ORIGIN_PATH in llamaindex cpu test
 2024-03-07 10:06:16 +08:00
ZehuaCao
267de7abc3 fix fschat DEP version error (#10325) 2024-03-06 16:15:27 +08:00
Yina Chen
9ea499ca68 Optimize speculative decoding PVC memory usage (#10329) 
* optimize memory

* update

* update

* update

* support other models

* update

* fix style
 2024-03-06 09:54:21 +08:00
dingbaorong
cc796848ea fix typos (#10274) 
Co-authored-by: Ariadne <wyn2000330@126.com>
 2024-03-05 18:38:22 +08:00
hxsz1997
af11c53473 Add the installation step of postgresql and pgvector on windows in LlamaIndex GPU support (#10328) 
* add the installation of postgresql and pgvector of windows

* fix some format
 2024-03-05 18:31:19 +08:00
Yishuo Wang
0011ff9f64 optimize bge large performance (#10324) 2024-03-05 17:06:03 +08:00
Shaojun Liu
178eea5009 upload bigdl-llm wheel to sourceforge for backup (#10321) 
* test: upload to sourceforge

* update scripts

* revert
 2024-03-05 16:36:01 +08:00
Cengguang Zhang
30d009bca7 LLM: support quantized kv cache for Mistral in transformers >=4.36.0 (#10326) 
* support quantize kv for mistral in transformers 4.36

* update mistral support.

* fix style.
 2024-03-05 16:23:50 +08:00
dingbaorong
1e6f0c6f1a Add llamaindex gpu example (#10314) 
* add llamaindex example

* fix core dump

* refine readme

* add trouble shooting

* refine readme

---------

Co-authored-by: Ariadne <wyn2000330@126.com>
 2024-03-05 13:36:00 +08:00
dingbaorong
fc7f10cd12 add langchain gpu example (#10277) 
* first draft

* fix

* add readme for transformer_int4_gpu

* fix doc

* check device_map

* add arc ut test

* fix ut test

* fix langchain ut

* Refine README

* fix gpu mem too high

* fix ut test

---------

Co-authored-by: Ariadne <wyn2000330@126.com>
 2024-03-05 13:33:57 +08:00
Yuwen Hu
5dbbe1a826 [LLM] Support for new arc ut runner (#10311) 
* Support for new arc ut runner

* Comment unnecessary OMP_NUM_THREADS related settings for arc uts
 2024-03-04 18:42:02 +08:00
Yuwen Hu
d45e577d8c [LLM] Test load_low_bit in iGPU perf test on Windows (#10313) 2024-03-04 18:03:57 +08:00
WeiguangHan
fd81d66047 LLM: Compress some models to save space (#10315) 
* LLM: compress some models to save space

* add deleted comments
 2024-03-04 17:53:03 +08:00
Shaojun Liu
bab2ee5f9e update nightly spr perf test (#10178) 
* update nightly spr perf test

* update

* update runner lable

* update

* update

* update folder

* revert
 2024-03-04 13:46:33 +08:00
Cengguang Zhang
ab9fc2485f LLM: add quantize kv support for llama transformer 4.36 (#10298) 
* add quantize kv support for llama transformer 4.36

* fix style.

* fix style.
 2024-03-04 10:33:35 +08:00
Xin Qiu
58208a5883 Update FAQ document. (#10300) 
* Update install_gpu.md

* Update resolve_error.md

* Update README.md

* Update resolve_error.md

* Update README.md

* Update resolve_error.md
 2024-03-04 08:35:11 +08:00
Yuwen Hu
27d9a14989 [LLM] all-on-one update: memory optimize and streaming output (#10302) 
* Memory saving for continous in-out pair run and add support for streaming output on MTL iGPU

* Small fix

* Small fix

* Add things back
 2024-03-01 18:02:30 +08:00
SONG Ge
0ab40917fb [LLM] Split merged_qk to separated q/k linear (#10299) 
* modify merge_qk_linear to separated q/k linear

* update
 2024-03-01 16:48:55 +08:00
Yang Wang
f4d7dbcde2 use fused qkv forward in qwen2 (#10185) 
* use fused qkv forward in qwen2

* support both

* fix style

* fix rope

* remove pring

* fix style

* clean up
 2024-03-01 16:46:35 +08:00
Xin Qiu
509e206de0 update doc about gemma random and unreadable output. (#10297) 
* Update install_gpu.md

* Update README.md

* Update README.md
 2024-03-01 15:41:16 +08:00
Wang, Jian4
beb9433cec LLM: Reduce speculative _ipex_optimize_model memory use (#10281) 
* use tpp

* update ipex
 2024-03-01 13:48:23 +08:00