Jinyi Wan 
								
							 
						 
						
							
							
							
							
								
							
							
								ec2d9de0ea 
								
							 
						 
						
							
							
								
								Fix README.md for solar ( #9957 )  
							
							 
							
							
							
						 
						
							2024-01-24 15:50:54 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jinyi Wan 
								
							 
						 
						
							
							
							
							
								
							
							
								3147ebe63d 
								
							 
						 
						
							
							
								
								Add cpu and gpu examples for SOLAR-10.7B ( #9821 )  
							
							 
							
							
							
						 
						
							2024-01-05 09:50:28 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zheng, Yi 
								
							 
						 
						
							
							
							
							
								
							
							
								d154b38bf9 
								
							 
						 
						
							
							
								
								Add llama2 gpu low memory example ( #9514 )  
							
							 
							
							... 
							
							
							
							* Add low memory example
* Minor fixes
* Update readme.md 
							
						 
						
							2023-12-05 17:29:48 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jinyi Wan 
								
							 
						 
						
							
							
							
							
								
							
							
								b721138132 
								
							 
						 
						
							
							
								
								Add cpu and gpu examples for BlueLM ( #9589 )  
							
							 
							
							... 
							
							
							
							* Add cpu int4 example for BlueLM
* addexample optimize_model cpu for bluelm
* add example gpu int4 blueLM
* add example optimiza_model GPU for bluelm
* Fixing naming issues and BigDL package version.
* Fixing naming issues...
* Add BlueLM in README.md "Verified Models" 
							
						 
						
							2023-12-05 13:59:02 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zheng, Yi 
								
							 
						 
						
							
							
							
							
								
							
							
								9b5d0e9c75 
								
							 
						 
						
							
							
								
								Add examples for Yi-6B ( #9421 )  
							
							 
							
							
							
						 
						
							2023-11-13 10:53:15 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jin Qiao 
								
							 
						 
						
							
							
							
							
								
							
							
								f9bf5382ff 
								
							 
						 
						
							
							
								
								Fix: add aquila2 in README ( #9362 )  
							
							 
							
							
							
						 
						
							2023-11-06 16:37:57 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jin Qiao 
								
							 
						 
						
							
							
							
							
								
							
							
								c44c6dc43a 
								
							 
						 
						
							
							
								
								LLM: add chatglm3 examples ( #9305 )  
							
							 
							
							
							
						 
						
							2023-11-01 09:50:05 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									dingbaorong 
								
							 
						 
						
							
							
							
							
								
							
							
								f053688cad 
								
							 
						 
						
							
							
								
								add cpu example of LLaVA ( #9269 )  
							
							 
							
							... 
							
							
							
							* add LLaVA cpu example
* Small text updates
* update link
---------
Co-authored-by: Yuwen Hu <yuwen.hu@intel.com> 
							
						 
						
							2023-10-27 18:59:20 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jason Dai 
								
							 
						 
						
							
							
							
							
								
							
							
								b192a8032c 
								
							 
						 
						
							
							
								
								Update llm-readme ( #9176 )  
							
							 
							
							
							
						 
						
							2023-10-16 10:54:52 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								5e9962b60e 
								
							 
						 
						
							
							
								
								LLM: update example layout ( #9046 )  
							
							 
							
							
							
						 
						
							2023-10-09 15:36:39 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jason Dai 
								
							 
						 
						
							
							
							
							
								
							
							
								51518e029d 
								
							 
						 
						
							
							
								
								Update llm readme ( #9005 )  
							
							 
							
							
							
						 
						
							2023-09-19 20:01:33 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
							
							
								
							
							
								db26c7b84d 
								
							 
						 
						
							
							
								
								[LLM] Update readme gif & image url to the ones hosted on readthedocs ( #8900 )  
							
							 
							
							
							
						 
						
							2023-09-06 20:04:17 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jason Dai 
								
							 
						 
						
							
							
							
							
								
							
							
								5e58f698cd 
								
							 
						 
						
							
							
								
								Update readthedocs ( #8882 )  
							
							 
							
							
							
						 
						
							2023-09-04 15:42:16 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jason Dai 
								
							 
						 
						
							
							
							
							
								
							
							
								dcadd09154 
								
							 
						 
						
							
							
								
								Update llm document ( #8784 )  
							
							 
							
							
							
						 
						
							2023-08-21 22:34:44 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jason Dai 
								
							 
						 
						
							
							
							
							
								
							
							
								d03218674a 
								
							 
						 
						
							
							
								
								Update llm readme ( #8703 )  
							
							 
							
							
							
						 
						
							2023-08-09 14:47:26 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								4c44153584 
								
							 
						 
						
							
							
								
								LLM: add Qwen transformers int4 example ( #8699 )  
							
							 
							
							
							
						 
						
							2023-08-08 11:23:09 +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 
								
							 
						 
						
							
							
							
							
								
							
							
								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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								457571b44e 
								
							 
						 
						
							
							
								
								[LLM] Add more transformers int4 example (InternLM)  ( #8557 )  
							
							 
							
							
							
						 
						
							2023-07-19 15:15:38 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jason Dai 
								
							 
						 
						
							
							
							
							
								
							
							
								1ebc43b151 
								
							 
						 
						
							
							
								
								Update READMEs ( #8554 )  
							
							 
							
							
							
						 
						
							2023-07-18 11:06:06 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xin Qiu 
								
							 
						 
						
							
							
							
							
								
							
							
								90e3d86bce 
								
							 
						 
						
							
							
								
								rename low bit type name ( #8512 )  
							
							 
							
							... 
							
							
							
							* change qx_0 to sym_intx
* update
* fix typo
* update
* fix type
* fix style
* add python doc
* meet code review
* fix style 
							
						 
						
							2023-07-13 15:53:31 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xin Qiu 
								
							 
						 
						
							
							
							
							
								
							
							
								cd7a980ec4 
								
							 
						 
						
							
							
								
								Transformer int4 add qtype, support q4_1 q5_0 q5_1 q8_0 ( #8481 )  
							
							 
							
							... 
							
							
							
							* quant in Q4 5 8
* meet code review
* update readme
* style
* update
* fix error
* fix error
* update
* fix style
* update
* Update README.md
* Add load_in_low_bit 
							
						 
						
							2023-07-12 08:23:08 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
							
							
								
							
							
								52c6b057d6 
								
							 
						 
						
							
							
								
								Initial LLM Transformers example refactor ( #8491 )  
							
							 
							
							
							
						 
						
							2023-07-10 17:53:57 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jason Dai 
								
							 
						 
						
							
							
							
							
								
							
							
								bcc1eae322 
								
							 
						 
						
							
							
								
								Llm readme update ( #8472 )  
							
							 
							
							
							
						 
						
							2023-07-06 20:04:04 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								14626fe05b 
								
							 
						 
						
							
							
								
								LLM: refactor transformers and langchain class name ( #8470 )  
							
							 
							
							
							
						 
						
							2023-07-06 17:16:44 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
							
							
								
							
							
								f2bb469847 
								
							 
						 
						
							
							
								
								[WIP] LLm llm-cli chat mode ( #8440 )  
							
							 
							
							... 
							
							
							
							* fix timezone
* temp
* Update linux interactive mode
* modify init text for interactive mode
* meet comments
* update
* win script
* meet comments 
							
						 
						
							2023-07-05 14:04:17 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jason Dai 
								
							 
						 
						
							
							
							
							
								
							
							
								edf23a95be 
								
							 
						 
						
							
							
								
								Update llm readme ( #8446 )  
							
							 
							
							
							
						 
						
							2023-07-03 16:58:44 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jason Dai 
								
							 
						 
						
							
							
							
							
								
							
							
								a38f927fc0 
								
							 
						 
						
							
							
								
								Update README.md ( #8439 )  
							
							 
							
							
							
						 
						
							2023-07-03 14:59:55 +08:00