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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Guancheng Fu 
								
							 
						 
						
							
							
							
							
								
							
							
								4f287df664 
								
							 
						 
						
							
							
								
								Fix manullay_build_for_testing ( #8556 )  
							
							 
							
							
							
						 
						
							2023-07-18 16:21:39 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Guancheng Fu 
								
							 
						 
						
							
							
							
							
								
							
							
								3e0e370898 
								
							 
						 
						
							
							
								
								[PPML] Add bigdl-llm-demo dependencies to TDX image ( #8551 )  
							
							 
							
							... 
							
							
							
							* add bigdl-llm-demo dependencies to tdx image
* use only one RUN command
* Add bigdl-ppml
* done 
							
						 
						
							2023-07-18 14:23:07 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									xingyuan li 
								
							 
						 
						
							
							
							
							
								
							
							
								903e9aee7a 
								
							 
						 
						
							
							
								
								Fix the problem of workflow cancellation after pr merge ( #8530 )  
							
							 
							
							... 
							
							
							
							* remove concurrency group for llm binary build workflow 
							
						 
						
							2023-07-14 16:12:21 +09:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
							
							
								
							
							
								df97d39e29 
								
							 
						 
						
							
							
								
								Change thread_num in Linux inference actions ( #8528 )  
							
							 
							
							
							
						 
						
							2023-07-14 10:46:03 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								86b5938075 
								
							 
						 
						
							
							
								
								LLM: fix llm pybinding ( #8509 )  
							
							 
							
							
							
						 
						
							2023-07-13 10:27:08 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
							
							
								
							
							
								fcc352eee3 
								
							 
						 
						
							
							
								
								[LLM] Add more transformers_int4 examples (MPT) ( #8498 )  
							
							 
							
							... 
							
							
							
							* Update transformers_int4 readme, and initial commit for mpt
* Update example for mpt
* Small fix and recover transformers_int4_pipeline_readme.md for now
* Update based on comments
* Small fix
* Small fix
* Update based on comments 
							
						 
						
							2023-07-13 09:41:16 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zhao Changmin 
								
							 
						 
						
							
							
							
							
								
							
							
								23f6a4c21f 
								
							 
						 
						
							
							
								
								LLM: Optimize transformer int4 loading ( #8499 )  
							
							 
							
							... 
							
							
							
							* LLM: Optimize transformer int4 loading 
							
						 
						
							2023-07-12 15:25:42 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								dd3f953288 
								
							 
						 
						
							
							
								
								Support vnni check ( #8497 )  
							
							 
							
							
							
						 
						
							2023-07-12 10:11:15 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xin Qiu 
								
							 
						 
						
							
							
							
							
								
							
							
								cd7a980ec4 
								
							 
						 
						
							
							
								
								Transformer int4 add qtype, support q4_1 q5_0 q5_1 q8_0 ( #8481 )  
							
							 
							
							... 
							
							
							
							* quant in Q4 5 8
* meet code review
* update readme
* style
* update
* fix error
* fix error
* update
* fix style
* update
* Update README.md
* Add load_in_low_bit 
							
						 
						
							2023-07-12 08:23:08 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								db39d0a6b3 
								
							 
						 
						
							
							
								
								LLM: disable mmap by default for better performance ( #8467 )  
							
							 
							
							
							
						 
						
							2023-07-11 09:26:26 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
							
							
								
							
							
								52c6b057d6 
								
							 
						 
						
							
							
								
								Initial LLM Transformers example refactor ( #8491 )  
							
							 
							
							
							
						 
						
							2023-07-10 17:53:57 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Junwei Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								254a7aa3c4 
								
							 
						 
						
							
							
								
								bigdl-llm: add voice-assistant example that are migrated from langchain use-case document ( #8468 )  
							
							 
							
							
							
						 
						
							2023-07-10 16:51:45 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								98bac815e4 
								
							 
						 
						
							
							
								
								specify numpy version ( #8489 )  
							
							 
							
							
							
						 
						
							2023-07-10 16:50:16 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zhao Changmin 
								
							 
						 
						
							
							
							
							
								
							
							
								81d655cda9 
								
							 
						 
						
							
							
								
								LLM: transformer int4 save and load ( #8462 )  
							
							 
							
							... 
							
							
							
							* LLM: transformer int4 save and load 
							
						 
						
							2023-07-10 16:34:41 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									xingyuan li 
								
							 
						 
						
							
							
							
							
								
							
							
								04f2f04410 
								
							 
						 
						
							
							
								
								Add workflow_dispatch for llm unittest workflow ( #8485 )  
							
							 
							
							
							
						 
						
							2023-07-10 13:16:18 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Guancheng Fu 
								
							 
						 
						
							
							
							
							
								
							
							
								a4ae132ef4 
								
							 
						 
						
							
							
								
								Add bigdl llm sgx image ( #8480 )  
							
							 
							
							... 
							
							
							
							* Add dockerfile for bigdl-llm-ppml
* fix llm-cli multi-process
* add workflow 
							
						 
						
							2023-07-10 10:10:38 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								d489775d2c 
								
							 
						 
						
							
							
								
								LLM: fix inconsistency between output token number and max_new_token ( #8479 )  
							
							 
							
							
							
						 
						
							2023-07-07 17:31:05 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jason Dai 
								
							 
						 
						
							
							
							
							
								
							
							
								bcc1eae322 
								
							 
						 
						
							
							
								
								Llm readme update ( #8472 )  
							
							 
							
							
							
						 
						
							2023-07-06 20:04:04 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								2f77d485d8 
								
							 
						 
						
							
							
								
								Llm: Initial support of langchain transformer int4 API ( #8459 )  
							
							 
							
							... 
							
							
							
							* first commit of transformer int4 and pipeline
* basic examples
temp save for embeddings
support embeddings and docqa exaple
* fix based on comment
* small fix 
							
						 
						
							2023-07-06 17:50:05 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								14626fe05b 
								
							 
						 
						
							
							
								
								LLM: refactor transformers and langchain class name ( #8470 )  
							
							 
							
							
							
						 
						
							2023-07-06 17:16:44 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								70bc8ea8ae 
								
							 
						 
						
							
							
								
								LLM: update langchain and cpp-python style API examples ( #8456 )  
							
							 
							
							
							
						 
						
							2023-07-06 14:36:42 +08:00