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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								5e9962b60e 
								
							 
						 
						
							
							
								
								LLM: update example layout ( #9046 )  
							
							 
							
							
							
						 
						
							2023-10-09 15:36:39 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								bf51ec40b2 
								
							 
						 
						
							
							
								
								LLM: Fix empty cache ( #9024 )  
							
							 
							
							... 
							
							
							
							* fix
* fix
* update example 
							
						 
						
							2023-09-21 17:16:07 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								edb225530b 
								
							 
						 
						
							
							
								
								add bark ( #9016 )  
							
							 
							
							
							
						 
						
							2023-09-21 12:24:58 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								c1d25a51a8 
								
							 
						 
						
							
							
								
								LLM: add optimize_model example for bert ( #8975 )  
							
							 
							
							
							
						 
						
							2023-09-18 16:18:35 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									JinBridge 
								
							 
						 
						
							
							
							
							
								
							
							
								c12b8f24b6 
								
							 
						 
						
							
							
								
								LLM: add use_cache=True for all gpu examples ( #8971 )  
							
							 
							
							
							
						 
						
							2023-09-15 09:54:38 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								be29c75c18 
								
							 
						 
						
							
							
								
								LLM: refactor gpu examples ( #8963 )  
							
							 
							
							... 
							
							
							
							* restructure
* change to hf-transformers-models/ 
							
						 
						
							2023-09-13 14:47:47 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zhao Changmin 
								
							 
						 
						
							
							
							
							
								
							
							
								9c652fbe95 
								
							 
						 
						
							
							
								
								LLM: Whisper long segment recognize example ( #8826 )  
							
							 
							
							... 
							
							
							
							* LLM: Long segment recognize example 
							
						 
						
							2023-08-31 16:41:25 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								ddff7a6f05 
								
							 
						 
						
							
							
								
								Update readme of GPU to specify oneapi version( #8820 )  
							
							 
							
							
							
						 
						
							2023-08-29 13:14:22 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									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 Jiaming 
								
							 
						 
						
							
							
							
							
								
							
							
								c1f9af6d97 
								
							 
						 
						
							
							
								
								[LLM] chatglm example and transformers low-bit examples ( #8751 )  
							
							 
							
							
							
						 
						
							2023-08-16 11:41:44 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								4c44153584 
								
							 
						 
						
							
							
								
								LLM: add Qwen transformers int4 example ( #8699 )  
							
							 
							
							
							
						 
						
							2023-08-08 11:23:09 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								6fc31bb4cf 
								
							 
						 
						
							
							
								
								LLM: first update descriptions for ChatGLM transformers int4 example ( #8646 )  
							
							 
							
							
							
						 
						
							2023-08-02 11:00:56 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								39994738d1 
								
							 
						 
						
							
							
								
								LLM: add chat & stream chat example for ChatGLM2 transformers int4 ( #8636 )  
							
							 
							
							
							
						 
						
							2023-08-01 14:57:45 +08:00