Yang Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								c34400e6b0 
								
							 
						 
						
							
							
								
								Use new layout for xpu qlinear ( #8896 )  
							
							 
							
							... 
							
							
							
							* use new layout for xpu qlinear
* fix style 
							
						 
						
							2023-09-06 21:55:33 -07:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xin Qiu 
								
							 
						 
						
							
							
							
							
								
							
							
								5d9942a3ca 
								
							 
						 
						
							
							
								
								transformer int4 and native int4's benchmark script for 32 256 1k 2k input ( #8871 )  
							
							 
							
							... 
							
							
							
							* transformer
* move
* update
* add header
* update all-in-one
* clean up 
							
						 
						
							2023-09-07 09:49:55 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
							
							
								
							
							
								db26c7b84d 
								
							 
						 
						
							
							
								
								[LLM] Update readme gif & image url to the ones hosted on readthedocs ( #8900 )  
							
							 
							
							
							
						 
						
							2023-09-06 20:04:17 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									SONG Ge 
								
							 
						 
						
							
							
							
							
								
							
							
								7a71ced78f 
								
							 
						 
						
							
							
								
								[LLM Docs] Remain API Docs Issues Solution ( #8780 )  
							
							 
							
							... 
							
							
							
							* langchain readthedocs update
* solve langchain.llms.transformersllm issues
* langchain.embeddings.transformersembeddings/transfortmersllms issues
* update docs for get_num_tokens
* add low_bit api doc
* add optimizer model api doc
* update rst index
* fix coomments style
* update docs following the comments
* update api doc 
							
						 
						
							2023-09-06 16:29:34 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xin Qiu 
								
							 
						 
						
							
							
							
							
								
							
							
								49a39452c6 
								
							 
						 
						
							
							
								
								update benchmark ( #8899 )  
							
							 
							
							
							
						 
						
							2023-09-06 15:11:43 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Kai Huang 
								
							 
						 
						
							
							
							
							
								
							
							
								4a9ff050a1 
								
							 
						 
						
							
							
								
								Add qlora nf4 ( #8782 )  
							
							 
							
							... 
							
							
							
							* add nf4
* dequant nf4
* style 
							
						 
						
							2023-09-06 09:39:22 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									xingyuan li 
								
							 
						 
						
							
							
							
							
								
							
							
								704a896e90 
								
							 
						 
						
							
							
								
								[LLM] Add perf test on xpu for bigdl-llm ( #8866 )  
							
							 
							
							... 
							
							
							
							* add xpu latency job
* update install way
* remove duplicated workflow
* add perf upload 
							
						 
						
							2023-09-05 17:36:24 +09:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zhao Changmin 
								
							 
						 
						
							
							
							
							
								
							
							
								95271f10e0 
								
							 
						 
						
							
							
								
								LLM: Rename low bit layer ( #8875 )  
							
							 
							
							... 
							
							
							
							* rename lowbit
---------
Co-authored-by: leonardozcm <leonardozcm@gmail.com> 
							
						 
						
							2023-09-05 13:21:12 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jason Dai 
								
							 
						 
						
							
							
							
							
								
							
							
								5e58f698cd 
								
							 
						 
						
							
							
								
								Update readthedocs ( #8882 )  
							
							 
							
							
							
						 
						
							2023-09-04 15:42:16 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Song Jiaming 
								
							 
						 
						
							
							
							
							
								
							
							
								7b3ac66e17 
								
							 
						 
						
							
							
								
								[LLM] auto performance test fix specific settings to template ( #8876 )  
							
							 
							
							
							
						 
						
							2023-09-01 15:49:04 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yang Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								242c9d6036 
								
							 
						 
						
							
							
								
								Fix chatglm2 multi-turn streamchat ( #8867 )  
							
							 
							
							
							
						 
						
							2023-08-31 22:13:49 -07:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Song Jiaming 
								
							 
						 
						
							
							
							
							
								
							
							
								c06f1ca93e 
								
							 
						 
						
							
							
								
								[LLM] auto perf test to output to csv ( #8846 )  
							
							 
							
							
							
						 
						
							2023-09-01 10:48:00 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								a232c5aa21 
								
							 
						 
						
							
							
								
								[LLM] add protobuf in bigdl-llm dependency ( #8861 )  
							
							 
							
							
							
						 
						
							2023-08-31 15:23:31 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									xingyuan li 
								
							 
						 
						
							
							
							
							
								
							
							
								de6c6bb17f 
								
							 
						 
						
							
							
								
								[LLM] Downgrade amx build gcc version and remove avx flag display ( #8856 )  
							
							 
							
							... 
							
							
							
							* downgrade to gcc 11
* remove avx display 
							
						 
						
							2023-08-31 14:08:13 +09:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yang Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								3b4f4e1c3d 
								
							 
						 
						
							
							
								
								Fix llama attention optimization for XPU ( #8855 )  
							
							 
							
							... 
							
							
							
							* Fix llama attention optimization fo XPU
* fix chatglm2
* fix typo 
							
						 
						
							2023-08-30 21:30:49 -07:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Shengsheng Huang 
								
							 
						 
						
							
							
							
							
								
							
							
								7b566bf686 
								
							 
						 
						
							
							
								
								[LLM] add new API for optimize any pytorch models ( #8827 )  
							
							 
							
							... 
							
							
							
							* add new API for optimize any pytorch models
* change test util name
* revise API and update UT
* fix python style
* update ut config, change default value
* change defaults, disable ut transcribe 
							
						 
						
							2023-08-30 19:41:53 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xin Qiu 
								
							 
						 
						
							
							
							
							
								
							
							
								8eca982301 
								
							 
						 
						
							
							
								
								windows add env ( #8852 )  
							
							 
							
							
							
						 
						
							2023-08-30 15:54:52 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zhao Changmin 
								
							 
						 
						
							
							
							
							
								
							
							
								731916c639 
								
							 
						 
						
							
							
								
								LLM: Enable attempting loading method automatically ( #8841 )  
							
							 
							
							... 
							
							
							
							* enable auto load method
* warning error
* logger info
---------
Co-authored-by: leonardozcm <leonardozcm@gmail.com> 
							
						 
						
							2023-08-30 15:41:55 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								bba73ec9d2 
								
							 
						 
						
							
							
								
								[LLM] change chatglm native int4 checkpoint name ( #8851 )  
							
							 
							
							
							
						 
						
							2023-08-30 15:05:19 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
							
							
								
							
							
								55e705a84c 
								
							 
						 
						
							
							
								
								[LLM] Support the rest of AutoXXX classes in Transformers API ( #8815 )  
							
							 
							
							... 
							
							
							
							* add transformers auto models
* fix 
							
						 
						
							2023-08-30 11:16:14 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zhao Changmin 
								
							 
						 
						
							
							
							
							
								
							
							
								887018b0f2 
								
							 
						 
						
							
							
								
								Update ut save&load ( #8847 )  
							
							 
							
							... 
							
							
							
							Co-authored-by: leonardozcm <leonardozcm@gmail.com> 
							
						 
						
							2023-08-30 10:32:57 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								7429ea0606 
								
							 
						 
						
							
							
								
								[LLM] support transformer int4 + amx int4 ( #8838 )  
							
							 
							
							
							
						 
						
							2023-08-29 17:27:18 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								ddff7a6f05 
								
							 
						 
						
							
							
								
								Update readme of GPU to specify oneapi version( #8820 )  
							
							 
							
							
							
						 
						
							2023-08-29 13:14:22 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zhao Changmin 
								
							 
						 
						
							
							
							
							
								
							
							
								bb31d4fe80 
								
							 
						 
						
							
							
								
								LLM: Implement hf low_cpu_mem_usage with 1xbinary file peak memory on transformer int4 ( #8731 )  
							
							 
							
							... 
							
							
							
							* 1x peak memory 
							
						 
						
							2023-08-29 09:33:17 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									xingyuan li 
								
							 
						 
						
							
							
							
							
								
							
							
								6a902b892e 
								
							 
						 
						
							
							
								
								[LLM] Add amx build step ( #8822 )  
							
							 
							
							... 
							
							
							
							* add amx build step 
							
						 
						
							2023-08-28 17:41:18 +09:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Song Jiaming 
								
							 
						 
						
							
							
							
							
								
							
							
								b8b1b6888b 
								
							 
						 
						
							
							
								
								[LLM] Performance test ( #8796 )  
							
							 
							
							
							
						 
						
							2023-08-25 14:31:45 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yang Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								bf3591e2ff 
								
							 
						 
						
							
							
								
								Optimize chatglm2 for bf16 ( #8725 )  
							
							 
							
							... 
							
							
							
							* make chatglm works with bf16
* fix style
* support chatglm v1
* fix style
* fix style
* add chatglm2 file 
							
						 
						
							2023-08-24 10:04:25 -07:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									xingyuan li 
								
							 
						 
						
							
							
							
							
								
							
							
								c94bdd3791 
								
							 
						 
						
							
							
								
								[LLM] Merge windows & linux nightly test ( #8756 )  
							
							 
							
							... 
							
							
							
							* fix download statement
* add check before build wheel
* use curl to upload files
* windows unittest won't upload converted model
* split llm-cli test into windows & linux versions
* update tempdir create way
* fix nightly converted model name
* windows llm-cli starcoder test temply disabled
* remove taskset dependency
* rename llm_unit_tests_linux to llm_unit_tests 
							
						 
						
							2023-08-23 12:48:41 +09:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jason Dai 
								
							 
						 
						
							
							
							
							
								
							
							
								dcadd09154 
								
							 
						 
						
							
							
								
								Update llm document ( #8784 )  
							
							 
							
							
							
						 
						
							2023-08-21 22:34:44 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								611c1fb628 
								
							 
						 
						
							
							
								
								[LLM] change default n_threads of native int4 langchain API ( #8779 )  
							
							 
							
							
							
						 
						
							2023-08-21 13:30:12 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								3d1f2b44f8 
								
							 
						 
						
							
							
								
								LLM: change default n_threads of native int4 models ( #8776 )  
							
							 
							
							
							
						 
						
							2023-08-18 15:46:19 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								2ba2133613 
								
							 
						 
						
							
							
								
								fix starcoder chinese output ( #8773 )  
							
							 
							
							
							
						 
						
							2023-08-18 13:37:02 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								548f7a6cf7 
								
							 
						 
						
							
							
								
								LLM: update convert of llama family to support llama2-70B ( #8747 )  
							
							 
							
							
							
						 
						
							2023-08-18 09:30:35 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
							
							
								
							
							
								4afea496ab 
								
							 
						 
						
							
							
								
								support q8_0 ( #8765 )  
							
							 
							
							
							
						 
						
							2023-08-17 15:06:36 +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 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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Song Jiaming 
								
							 
						 
						
							
							
							
							
								
							
							
								c1f9af6d97 
								
							 
						 
						
							
							
								
								[LLM] chatglm example and transformers low-bit examples ( #8751 )  
							
							 
							
							
							
						 
						
							2023-08-16 11:41:44 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								8805186f2f 
								
							 
						 
						
							
							
								
								LLM: add benchmark tool for gpu ( #8760 )  
							
							 
							
							... 
							
							
							
							* add benchmark tool for gpu
* update 
							
						 
						
							2023-08-16 11:22:10 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								77844125f2 
								
							 
						 
						
							
							
								
								[LLM] Support chatglm cache ( #8745 )  
							
							 
							
							
							
						 
						
							2023-08-14 15:10:46 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								f91035c298 
								
							 
						 
						
							
							
								
								[LLM] fix chatglm native int4 emoji output ( #8739 )  
							
							 
							
							
							
						 
						
							2023-08-11 15:38:41 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								77efcf7b1d 
								
							 
						 
						
							
							
								
								LLM: fix ChatGLM2 native int4 stream output ( #8733 )  
							
							 
							
							
							
						 
						
							2023-08-11 14:51:50 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								ca3e59a1dc 
								
							 
						 
						
							
							
								
								LLM: support stop for starcoder native int4 stream ( #8734 )  
							
							 
							
							
							
						 
						
							2023-08-11 14:51:30 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Song Jiaming 
								
							 
						 
						
							
							
							
							
								
							
							
								e292dfd970 
								
							 
						 
						
							
							
								
								[WIP] LLM transformers api for langchain ( #8642 )  
							
							 
							
							
							
						 
						
							2023-08-11 13:32:35 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								3d5a7484a2 
								
							 
						 
						
							
							
								
								[LLM] fix bloom and starcoder memory release ( #8728 )  
							
							 
							
							
							
						 
						
							2023-08-11 11:18:19 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									xingyuan li 
								
							 
						 
						
							
							
							
							
								
							
							
								02ec01cb48 
								
							 
						 
						
							
							
								
								[LLM] Add bigdl-core-xe dependency when installing bigdl-llm[xpu] ( #8716 )  
							
							 
							
							... 
							
							
							
							* add bigdl-core-xe dependency 
							
						 
						
							2023-08-10 17:41:42 +09:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Song Jiaming 
								
							 
						 
						
							
							
							
							
								
							
							
								e717e304a6 
								
							 
						 
						
							
							
								
								LLM first example test and template ( #8658 )  
							
							 
							
							
							
						 
						
							2023-08-10 10:03:11 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jason Dai 
								
							 
						 
						
							
							
							
							
								
							
							
								d03218674a 
								
							 
						 
						
							
							
								
								Update llm readme ( #8703 )  
							
							 
							
							
							
						 
						
							2023-08-09 14:47:26 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Kai Huang 
								
							 
						 
						
							
							
							
							
								
							
							
								1b65288bdb 
								
							 
						 
						
							
							
								
								Add api doc for LLM ( #8605 )  
							
							 
							
							... 
							
							
							
							* api doc initial
* update desc 
							
						 
						
							2023-08-08 18:17:16 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								4c44153584 
								
							 
						 
						
							
							
								
								LLM: add Qwen transformers int4 example ( #8699 )  
							
							 
							
							
							
						 
						
							2023-08-08 11:23:09 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								710b9b8982 
								
							 
						 
						
							
							
								
								[LLM] add linux chatglm pybinding binary file ( #8698 )  
							
							 
							
							
							
						 
						
							2023-08-08 11:16:30 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								ea5d7aff5b 
								
							 
						 
						
							
							
								
								LLM: add chatglm native int4 transformers API ( #8695 )  
							
							 
							
							
							
						 
						
							2023-08-07 17:52:47 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								6da830cf7e 
								
							 
						 
						
							
							
								
								[LLM] add chaglm pybinding binary file in setup.py ( #8692 )  
							
							 
							
							
							
						 
						
							2023-08-07 09:41:03 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Cengguang Zhang 
								
							 
						 
						
							
							
							
							
								
							
							
								ebcf75d506 
								
							 
						 
						
							
							
								
								feat: set transformers lib version. ( #8683 )  
							
							 
							
							
							
						 
						
							2023-08-04 15:01:59 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								ef08250c21 
								
							 
						 
						
							
							
								
								[LLM] chatglm pybinding support ( #8672 )  
							
							 
							
							
							
						 
						
							2023-08-04 14:27:29 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								5837cc424a 
								
							 
						 
						
							
							
								
								[LLM] add chatglm pybinding binary file release ( #8677 )  
							
							 
							
							
							
						 
						
							2023-08-04 11:45:27 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yang Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								b6468bac43 
								
							 
						 
						
							
							
								
								optimize chatglm2 long sequence ( #8662 )  
							
							 
							
							... 
							
							
							
							* add chatglm2
* optimize a little
* optimize chatglm long sequence
* fix style
* address comments and fix style
* fix bug 
							
						 
						
							2023-08-03 17:56:24 -07:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yang Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								3407f87075 
								
							 
						 
						
							
							
								
								Fix llama kv cache bug ( #8674 )  
							
							 
							
							
							
						 
						
							2023-08-03 17:54:55 -07:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
							
							
								
							
							
								59903ea668 
								
							 
						 
						
							
							
								
								llm linux support avx & avx2 ( #8669 )  
							
							 
							
							
							
						 
						
							2023-08-03 17:10:59 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									xingyuan li 
								
							 
						 
						
							
							
							
							
								
							
							
								110cfb5546 
								
							 
						 
						
							
							
								
								[LLM] Remove old windows nightly test code ( #8668 )  
							
							 
							
							... 
							
							
							
							Remove old Windows nightly test code triggered by task scheduler
Add new Windows nightly workflow for nightly testing 
							
						 
						
							2023-08-03 17:12:23 +09:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									xingyuan li 
								
							 
						 
						
							
							
							
							
								
							
							
								610084e3c0 
								
							 
						 
						
							
							
								
								[LLM] Complete windows unittest ( #8611 )  
							
							 
							
							... 
							
							
							
							* add windows nightly test workflow
* use github runner to run pr test
* model load should use lowbit
* remove tmp dir after testing 
							
						 
						
							2023-08-03 14:48:42 +09:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								a15a2516e6 
								
							 
						 
						
							
							
								
								add ( #8659 )  
							
							 
							
							
							
						 
						
							2023-08-03 10:12:10 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xin Qiu 
								
							 
						 
						
							
							
							
							
								
							
							
								0714888705 
								
							 
						 
						
							
							
								
								build windows avx dll ( #8657 )  
							
							 
							
							... 
							
							
							
							* windows avx
* add to actions 
							
						 
						
							2023-08-03 02:06:24 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
							
							
								
							
							
								119bf6d710 
								
							 
						 
						
							
							
								
								[LLM] Support linux cpp dynamic load .so ( #8655 )  
							
							 
							
							... 
							
							
							
							* support linux cpp dynamic load .so
* update cli 
							
						 
						
							2023-08-02 20:15:45 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zhao Changmin 
								
							 
						 
						
							
							
							
							
								
							
							
								ca998cc6f2 
								
							 
						 
						
							
							
								
								LLM: Mute shape mismatch output ( #8601 )  
							
							 
							
							... 
							
							
							
							* LLM: Mute shape mismatch output 
							
						 
						
							2023-08-02 16:46:22 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zhao Changmin 
								
							 
						 
						
							
							
							
							
								
							
							
								04c713ef06 
								
							 
						 
						
							
							
								
								LLM: Disable transformer api pretraining_tp ( #8645 )  
							
							 
							
							... 
							
							
							
							* disable pretraining_tp 
							
						 
						
							2023-08-02 11:26:01 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								6fc31bb4cf 
								
							 
						 
						
							
							
								
								LLM: first update descriptions for ChatGLM transformers int4 example ( #8646 )  
							
							 
							
							
							
						 
						
							2023-08-02 11:00:56 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yang Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								cbeae97a26 
								
							 
						 
						
							
							
								
								Optimize Llama Attention to to reduce KV cache memory copy ( #8580 )  
							
							 
							
							... 
							
							
							
							* Optimize llama attention to reduce KV cache memory copy
* fix bug
* fix style
* remove git
* fix style
* fix style
* fix style
* fix tests
* move llama attention to another file
* revert
* fix style
* remove jit
* fix 
							
						 
						
							2023-08-01 16:37:58 -07:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								39994738d1 
								
							 
						 
						
							
							
								
								LLM: add chat & stream chat example for ChatGLM2 transformers int4 ( #8636 )  
							
							 
							
							
							
						 
						
							2023-08-01 14:57:45 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									xingyuan li 
								
							 
						 
						
							
							
							
							
								
							
							
								cdfbe652ca 
								
							 
						 
						
							
							
								
								[LLM] Add chatglm support for llm-cli ( #8641 )  
							
							 
							
							... 
							
							
							
							* add chatglm build
* add llm-cli support
* update git
* install cmake
* add ut for chatglm
* add files to setup
* fix bug cause permission error when sf lack file 
							
						 
						
							2023-08-01 14:30:17 +09:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zhao Changmin 
								
							 
						 
						
							
							
							
							
								
							
							
								d6cbfc6d2c 
								
							 
						 
						
							
							
								
								LLM: Add requirements in whisper example ( #8644 )  
							
							 
							
							... 
							
							
							
							* LLM: Add requirements in whisper example 
							
						 
						
							2023-08-01 12:07:14 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zhao Changmin 
								
							 
						 
						
							
							
							
							
								
							
							
								3e10260c6d 
								
							 
						 
						
							
							
								
								LLM: llm-convert support chatglm family ( #8643 )  
							
							 
							
							... 
							
							
							
							* convert chatglm 
							
						 
						
							2023-08-01 11:16:18 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
							
							
								
							
							
								a607972c0b 
								
							 
						 
						
							
							
								
								[LLM]LLM windows load -api.dll ( #8631 )  
							
							 
							
							... 
							
							
							
							* temp
* update
* revert setup.py 
							
						 
						
							2023-07-31 13:47:20 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									xingyuan li 
								
							 
						 
						
							
							
							
							
								
							
							
								3361b66449 
								
							 
						 
						
							
							
								
								[LLM] Revert llm-cli to disable selecting executables on Windows ( #8630 )  
							
							 
							
							... 
							
							
							
							* revert vnni file select
* revert setup.py
* add model-api.dll 
							
						 
						
							2023-07-31 11:15:44 +09:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								3dbab9087b 
								
							 
						 
						
							
							
								
								LLM: add llama2-7b native int4 example ( #8629 )  
							
							 
							
							
							
						 
						
							2023-07-28 10:56:16 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								fb32fefcbe 
								
							 
						 
						
							
							
								
								LLM: support tensor input of native int4 generate ( #8620 )  
							
							 
							
							
							
						 
						
							2023-07-27 17:59:49 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zhao Changmin 
								
							 
						 
						
							
							
							
							
								
							
							
								5b484ab48d 
								
							 
						 
						
							
							
								
								LLM: Support load_low_bit loading models in shards format ( #8612 )  
							
							 
							
							... 
							
							
							
							* shards_model
---------
Co-authored-by: leonardozcm <leonaordo1997zcm@gmail.com> 
							
						 
						
							2023-07-26 13:30:01 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								fcf8c085e3 
								
							 
						 
						
							
							
								
								LLM: add llama2-13b native int4 example ( #8613 )  
							
							 
							
							
							
						 
						
							2023-07-26 10:12:52 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Song Jiaming 
								
							 
						 
						
							
							
							
							
								
							
							
								650b82fa6e 
								
							 
						 
						
							
							
								
								[LLM] add CausalLM and Speech UT ( #8597 )  
							
							 
							
							
							
						 
						
							2023-07-25 11:22:36 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zhao Changmin 
								
							 
						 
						
							
							
							
							
								
							
							
								af201052db 
								
							 
						 
						
							
							
								
								avoid malloc all missing keys in fp32 ( #8600 )  
							
							 
							
							
							
						 
						
							2023-07-25 09:48:51 +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 
								
							 
						 
						
							
							
							
							
								
							
							
								ba42a6da63 
								
							 
						 
						
							
							
								
								[LLM] Set torch_dtype default value to 'auto' for transformers low bit from_pretrained API  
							
							 
							
							
							
						 
						
							2023-07-21 17:55:00 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
							
							
								
							
							
								bbde423349 
								
							 
						 
						
							
							
								
								[LLM] Add current Linux UT inference tests to nightly tests ( #8578 )  
							
							 
							
							... 
							
							
							
							* Add current inference uts to nightly tests
* Change test model from chatglm-6b to chatglm2-6b
* Add thread num env variable for nightly test
* Fix urls
* Small fix 
							
						 
						
							2023-07-21 13:26:38 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yang Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								feb3af0567 
								
							 
						 
						
							
							
								
								Optimize transformer int4 memory footprint ( #8579 )  
							
							 
							
							
							
						 
						
							2023-07-20 20:22:13 -07:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yang Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								57e880f63a 
								
							 
						 
						
							
							
								
								[LLM] use pytorch linear for large input matrix ( #8492 )  
							
							 
							
							... 
							
							
							
							* use pytorch linear for large input matrix
* only works on server
* fix style
* optimize memory
* first check server
* revert
* address comments
* fix style 
							
						 
						
							2023-07-20 09:54:25 -07:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
							
							
								
							
							
								6504e31a97 
								
							 
						 
						
							
							
								
								Small fix ( #8577 )  
							
							 
							
							
							
						 
						
							2023-07-20 16:37:04 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
							
							
								
							
							
								2266ca7d2b 
								
							 
						 
						
							
							
								
								[LLM] Small updates to transformers int4 ut ( #8574 )  
							
							 
							
							... 
							
							
							
							* Small fix to transformers int4 ut
* Small fix 
							
						 
						
							2023-07-20 13:20:25 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									xingyuan li 
								
							 
						 
						
							
							
							
							
								
							
							
								7b8d9c1b0d 
								
							 
						 
						
							
							
								
								[LLM] Add dependency file check in setup.py ( #8565 )  
							
							 
							
							... 
							
							
							
							* add package file check 
							
						 
						
							2023-07-20 14:20:08 +09:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Song Jiaming 
								
							 
						 
						
							
							
							
							
								
							
							
								411d896636 
								
							 
						 
						
							
							
								
								LLM first transformers UT ( #8514 )  
							
							 
							
							... 
							
							
							
							* ut
* transformers api first ut
* name
* dir issue
* use chatglm instead of chatglm2
* omp
* set omp in sh
* source
* taskset
* test
* test omp
* add test 
							
						 
						
							2023-07-20 10:16:27 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zhao Changmin 
								
							 
						 
						
							
							
							
							
								
							
							
								e680af45ea 
								
							 
						 
						
							
							
								
								LLM: Optimize Langchain Pipeline ( #8561 )  
							
							 
							
							... 
							
							
							
							* LLM: Optimize Langchain Pipeline
* load in low bit 
							
						 
						
							2023-07-19 17:43:13 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Shengsheng Huang 
								
							 
						 
						
							
							
							
							
								
							
							
								616b7cb0a2 
								
							 
						 
						
							
							
								
								add more langchain examples ( #8542 )  
							
							 
							
							... 
							
							
							
							* update langchain descriptions
* add mathchain example
* update readme
* update readme 
							
						 
						
							2023-07-19 17:42:18 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								457571b44e 
								
							 
						 
						
							
							
								
								[LLM] Add more transformers int4 example (InternLM)  ( #8557 )  
							
							 
							
							
							
						 
						
							2023-07-19 15:15:38 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									xingyuan li 
								
							 
						 
						
							
							
							
							
								
							
							
								b6510fa054 
								
							 
						 
						
							
							
								
								fix move/download dll step ( #8564 )  
							
							 
							
							
							
						 
						
							2023-07-19 12:17:07 +09:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									xingyuan li 
								
							 
						 
						
							
							
							
							
								
							
							
								c52ed37745 
								
							 
						 
						
							
							
								
								fix starcoder dll name ( #8563 )  
							
							 
							
							
							
						 
						
							2023-07-19 11:55:06 +09:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zhao Changmin 
								
							 
						 
						
							
							
							
							
								
							
							
								3dbe3bf18e 
								
							 
						 
						
							
							
								
								transformer_int4 ( #8553 )  
							
							 
							
							
							
						 
						
							2023-07-19 08:33:58 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zhao Changmin 
								
							 
						 
						
							
							
							
							
								
							
							
								49d636e295 
								
							 
						 
						
							
							
								
								[LLM] whisper model transformer int4 verification and example ( #8511 )  
							
							 
							
							... 
							
							
							
							* LLM: transformer api support
* va
* example
* revert
* pep8
* pep8 
							
						 
						
							2023-07-19 08:33:20 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
							
							
								
							
							
								9a7bc17ca1 
								
							 
						 
						
							
							
								
								[LLM] llm supports vnni link on windows ( #8543 )  
							
							 
							
							... 
							
							
							
							* support win vnni link
* fix style
* fix style
* use isa_checker
* fix
* typo
* fix
* update 
							
						 
						
							2023-07-18 16:43:45 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
							
							
								
							
							
								4582b6939d 
								
							 
						 
						
							
							
								
								[LLM]llm gptneox chat ( #8527 )  
							
							 
							
							... 
							
							
							
							* linux
* support win
* merge upstream & support vnni lib in chat 
							
						 
						
							2023-07-18 11:17:17 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jason Dai 
								
							 
						 
						
							
							
							
							
								
							
							
								1ebc43b151 
								
							 
						 
						
							
							
								
								Update READMEs ( #8554 )  
							
							 
							
							
							
						 
						
							2023-07-18 11:06:06 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
							
							
								
							
							
								ee70977c07 
								
							 
						 
						
							
							
								
								[LLM] Transformers int4 example small typo fixes ( #8550 )  
							
							 
							
							
							
						 
						
							2023-07-17 18:15:32 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
							
							
								
							
							
								1344f50f75 
								
							 
						 
						
							
							
								
								[LLM] Add more transformers int4 examples (Falcon) ( #8546 )  
							
							 
							
							... 
							
							
							
							* Initial commit
* Add Falcon examples and other small fix
* Small fix
* Small fix
* Update based on comments
* Small fix 
							
						 
						
							2023-07-17 17:36:21 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
							
							
								
							
							
								de772e7a80 
								
							 
						 
						
							
							
								
								Update mpt for prompt tuning ( #8547 )  
							
							 
							
							
							
						 
						
							2023-07-17 17:33:54 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								f1fd746722 
								
							 
						 
						
							
							
								
								[LLM] Add more transformers int4 example (vicuna)  ( #8544 )  
							
							 
							
							
							
						 
						
							2023-07-17 16:59:55 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xin Qiu 
								
							 
						 
						
							
							
							
							
								
							
							
								fccae91461 
								
							 
						 
						
							
							
								
								Add load_low_bit save_load_bit to AutoModelForCausalLM ( #8531 )  
							
							 
							
							... 
							
							
							
							* transformers save_low_bit load_low_bit
* update example and add readme
* update
* update
* update
* add ut
* update 
							
						 
						
							2023-07-17 15:29:55 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								808a64d53a 
								
							 
						 
						
							
							
								
								[LLM] Add more transformers int4 example (starcoder) ( #8540 )  
							
							 
							
							
							
						 
						
							2023-07-17 14:41:19 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									xingyuan li 
								
							 
						 
						
							
							
							
							
								
							
							
								e57db777e0 
								
							 
						 
						
							
							
								
								[LLM] Setup.py & llm-cli update for windows vnni binary files ( #8537 )  
							
							 
							
							... 
							
							
							
							* update setup.py
* update llm-cli 
							
						 
						
							2023-07-17 12:28:38 +09:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								f56b5ade4c 
								
							 
						 
						
							
							
								
								[LLM] Add more transformers int4 example (chatglm2) ( #8539 )  
							
							 
							
							
							
						 
						
							2023-07-14 17:58:33 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								92d33cf35a 
								
							 
						 
						
							
							
								
								[LLM] Add more transformers int4 example (phoenix) ( #8520 )  
							
							 
							
							
							
						 
						
							2023-07-14 17:58:04 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
							
							
								
							
							
								e0f0def279 
								
							 
						 
						
							
							
								
								Remove unused example for now ( #8538 )  
							
							 
							
							
							
						 
						
							2023-07-14 17:32:50 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								b397e40015 
								
							 
						 
						
							
							
								
								[LLM] Add more transformers int4 example (RedPajama) ( #8523 )  
							
							 
							
							
							
						 
						
							2023-07-14 17:30:28 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
							
							
								
							
							
								7bf3e10415 
								
							 
						 
						
							
							
								
								[LLM] Add more int4 transformers examples (MOSS) ( #8532 )  
							
							 
							
							... 
							
							
							
							* Add Moss example
* Small fix 
							
						 
						
							2023-07-14 16:41:41 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
							
							
								
							
							
								59b7287ef5 
								
							 
						 
						
							
							
								
								[LLM] Add more transformers int4 example (Baichuan) ( #8522 )  
							
							 
							
							... 
							
							
							
							* Add example model Baichuan
* Small updates to client windows settings
* Small refactor
* Small fix 
							
						 
						
							2023-07-14 16:41:29 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
							
							
								
							
							
								ca6e38607c 
								
							 
						 
						
							
							
								
								[LLM] Add more transformers examples (ChatGLM) ( #8521 )  
							
							 
							
							... 
							
							
							
							* Add example for chatglm v1 and other small fixes
* Small fix
* Small further fix
* Small fix
* Update based on comments & updates for client windows recommended settingts
* Small fix
* Small refactor
* Small fix
* Small fix
* Small fix to dolly v1
* Small fix 
							
						 
						
							2023-07-14 16:41:13 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								6320bf201e 
								
							 
						 
						
							
							
								
								LLM: fix memory access violation ( #8519 )  
							
							 
							
							
							
						 
						
							2023-07-13 17:08:08 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									xingyuan li 
								
							 
						 
						
							
							
							
							
								
							
							
								60c2c0c3dc 
								
							 
						 
						
							
							
								
								Bug fix for merged pr  #8503  ( #8516 )  
							
							 
							
							
							
						 
						
							2023-07-13 17:26:30 +09:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
							
							
								
							
							
								349bcb4bae 
								
							 
						 
						
							
							
								
								[LLM] Add more transformers int4 example (Dolly v1) ( #8517 )  
							
							 
							
							... 
							
							
							
							* Initial commit for dolly v1
* Add example for Dolly v1 and other small fix
* Small output updates
* Small fix
* fix based on comments 
							
						 
						
							2023-07-13 16:13:47 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									xingyuan li 
								
							 
						 
						
							
							
							
							
								
							
							
								4f152b4e3a 
								
							 
						 
						
							
							
								
								[LLM] Merge the llm.cpp build and the pypi release ( #8503 )  
							
							 
							
							... 
							
							
							
							* checkout llm.cpp to build new binary
* use artifact to get latest built binary files
* rename quantize
* modify all release workflow 
							
						 
						
							2023-07-13 16:34:24 +09:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
							
							
								
							
							
								bcde8ec83e 
								
							 
						 
						
							
							
								
								[LLM] Small fix to MPT Example ( #8513 )  
							
							 
							
							
							
						 
						
							2023-07-13 14:33:21 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zhao Changmin 
								
							 
						 
						
							
							
							
							
								
							
							
								ba0da17b40 
								
							 
						 
						
							
							
								
								LLM: Support AutoModelForSeq2SeqLM transformer API ( #8449 )  
							
							 
							
							... 
							
							
							
							* LLM: support AutoModelForSeq2SeqLM transformer API 
							
						 
						
							2023-07-13 13:33:51 +08:00