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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Wang Jian 
								
							 
						 
						
							
							
							
							
								
							
							
								16c795158d 
								
							 
						 
						
							
							
								
								[PPML] Pull new deep-learning base image before build ( #8469 )  
							
							 
							
							... 
							
							
							
							* pull new base image before build
* update 
							
						 
						
							2023-07-06 14:29:09 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								64b38e1dc8 
								
							 
						 
						
							
							
								
								llm: benchmark tool for transformers int4 (separate 1st token and rest) ( #8460 )  
							
							 
							
							... 
							
							
							
							* add benchmark utils
* fix
* fix bug and add readme
* hidden latency data 
							
						 
						
							2023-07-06 09:49:52 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								77808fa124 
								
							 
						 
						
							
							
								
								LLM: fix n_batch in starcoder pybinding ( #8461 )  
							
							 
							
							
							
						 
						
							2023-07-05 17:06:50 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
							
							
								
							
							
								f2bb469847 
								
							 
						 
						
							
							
								
								[WIP] LLm llm-cli chat mode ( #8440 )  
							
							 
							
							... 
							
							
							
							* fix timezone
* temp
* Update linux interactive mode
* modify init text for interactive mode
* meet comments
* update
* win script
* meet comments 
							
						 
						
							2023-07-05 14:04:17 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
							
							
								
							
							
								936d21635f 
								
							 
						 
						
							
							
								
								[LLM] Extract tests to .github/actions to improve reusability ( #8457 )  
							
							 
							
							... 
							
							
							
							* Extract tests to .github/actions for better reusing in nightly tests
* Small fix
* Small fix 
							
						 
						
							2023-07-05 10:09:10 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Khazretgali Sapenov 
								
							 
						 
						
							
							
							
							
								
							
							
								323b9fd6df 
								
							 
						 
						
							
							
								
								Update spark-dataframe.md ( #8458 )  
							
							 
							
							... 
							
							
							
							Fixed mistype 
							
						 
						
							2023-07-05 07:46:10 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								1970bcf14e 
								
							 
						 
						
							
							
								
								LLM: add readme for transformer examples ( #8444 )  
							
							 
							
							
							
						 
						
							2023-07-04 17:25:58 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Guancheng Fu 
								
							 
						 
						
							
							
							
							
								
							
							
								e3e95e92ca 
								
							 
						 
						
							
							
								
								Add workflow for releasing TDX bigdl-llm image ( #8455 )  
							
							 
							
							
							
						 
						
							2023-07-04 17:00:29 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								e54e52b438 
								
							 
						 
						
							
							
								
								LLM: fix n_batch in bloom pybinding ( #8454 )  
							
							 
							
							
							
						 
						
							2023-07-04 15:10:32 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
							
							
								
							
							
								372c775cb4 
								
							 
						 
						
							
							
								
								[LLM] Change default runner for LLM Linux tests to the ones with AVX512 ( #8448 )  
							
							 
							
							... 
							
							
							
							* Basic change for AVX512 runner
* Remove conda channel and action rename
* Small fix
* Small fix and reduce peak convert disk space
* Define n_threads based on runner status
* Small thread num fix
* Define thread_num for cli
* test
* Add self-hosted label and other small fix 
							
						 
						
							2023-07-04 14:53:03 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jason Dai 
								
							 
						 
						
							
							
							
							
								
							
							
								edf23a95be 
								
							 
						 
						
							
							
								
								Update llm readme ( #8446 )  
							
							 
							
							
							
						 
						
							2023-07-03 16:58:44 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jason Dai 
								
							 
						 
						
							
							
							
							
								
							
							
								a38f927fc0 
								
							 
						 
						
							
							
								
								Update README.md ( #8439 )  
							
							 
							
							
							
						 
						
							2023-07-03 14:59:55 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								c956a46c40 
								
							 
						 
						
							
							
								
								LLM: first fix example/transformers ( #8438 )  
							
							 
							
							
							
						 
						
							2023-07-03 14:13:33 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								983ea9b1f3 
								
							 
						 
						
							
							
								
								Chronos: fix installation error of prophet ( #8426 )  
							
							 
							
							
							
						 
						
							2023-07-03 13:34:16 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jason Dai 
								
							 
						 
						
							
							
							
							
								
							
							
								e5b384aaa2 
								
							 
						 
						
							
							
								
								Update README.md ( #8437 )  
							
							 
							
							
							
						 
						
							2023-07-03 10:54:29 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jason Dai 
								
							 
						 
						
							
							
							
							
								
							
							
								fc33d70c9b 
								
							 
						 
						
							
							
								
								Update README.md ( #8436 )  
							
							 
							
							
							
						 
						
							2023-07-03 10:36:16 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jason Dai 
								
							 
						 
						
							
							
							
							
								
							
							
								f116833e42 
								
							 
						 
						
							
							
								
								Update README.md ( #8433 )  
							
							 
							
							
							
						 
						
							2023-07-03 10:24:54 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yang Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								449aea7ffc 
								
							 
						 
						
							
							
								
								Optimize transformer int4 loading memory ( #8400 )  
							
							 
							
							... 
							
							
							
							* Optimize transformer int4 loading memory
* move cast to convert
* default settting low_cpu_mem_usage 
							
						 
						
							2023-06-30 20:12:12 -07:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jason Dai 
								
							 
						 
						
							
							
							
							
								
							
							
								2da21163f8 
								
							 
						 
						
							
							
								
								Update llm README.md ( #8431 )  
							
							 
							
							
							
						 
						
							2023-06-30 19:41:17 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Junwei Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								2fd751de7a 
								
							 
						 
						
							
							
								
								LLM: add a dev tool for getting glibc/glibcxx requirement ( #8399 )  
							
							 
							
							... 
							
							
							
							* add a dev tool
* pep8 change 
							
						 
						
							2023-06-30 11:09:50 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								146662bc0d 
								
							 
						 
						
							
							
								
								LLM: fix langchain windows failure ( #8417 )  
							
							 
							
							
							
						 
						
							2023-06-30 09:59:10 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
							
							
								
							
							
								6251ad8934 
								
							 
						 
						
							
							
								
								[LLM]Windows unittest ( #8356 )  
							
							 
							
							... 
							
							
							
							* win-unittest
* update
* update
* try llama 7b
* delete llama
* update
* add red-3b
* only test red-3b
* revert
* add langchain
* add dependency
* delete langchain 
							
						 
						
							2023-06-29 14:03:12 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
							
							
								
							
							
								783aea3309 
								
							 
						 
						
							
							
								
								[LLM] LLM windows daily test ( #8328 )  
							
							 
							
							... 
							
							
							
							* llm-win-init
* test action
* test
* add types
* update for schtasks
* update pytests
* update
* update
* update doc
* use stable ckpt from ftp instead of the converted model
* download using batch -> manually
* add starcoder test 
							
						 
						
							2023-06-28 15:02:11 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								ca5a4b6e3a 
								
							 
						 
						
							
							
								
								LLM: update bloom and starcoder usage in transformers_int4_pipeline ( #8406 )  
							
							 
							
							
							
						 
						
							2023-06-28 13:15:50 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zhao Changmin 
								
							 
						 
						
							
							
							
							
								
							
							
								cc76ec809a 
								
							 
						 
						
							
							
								
								check out dir ( #8395 )  
							
							 
							
							
							
						 
						
							2023-06-27 21:28:39 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								4be784a49d 
								
							 
						 
						
							
							
								
								LLM: add UT for starcoder (convert, inference)  update examples and readme ( #8379 )  
							
							 
							
							... 
							
							
							
							* first commit to add path
* update example and readme
* update path
* fix
* update based on comment 
							
						 
						
							2023-06-27 12:12:11 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xin Qiu 
								
							 
						 
						
							
							
							
							
								
							
							
								e68d631c0a 
								
							 
						 
						
							
							
								
								gptq2ggml: support loading safetensors model. ( #8401 )  
							
							 
							
							... 
							
							
							
							* update convert gptq to ggml
* update convert gptq to ggml
* gptq to ggml
* update script
* meet code review
* meet code review 
							
						 
						
							2023-06-27 11:19:33 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								b9eae23c79 
								
							 
						 
						
							
							
								
								LLM: add chatglm-6b example for transformer_int4 usage ( #8392 )  
							
							 
							
							... 
							
							
							
							* add example for chatglm-6b
* fix 
							
						 
						
							2023-06-26 13:46:43 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								19e19efb4c 
								
							 
						 
						
							
							
								
								LLM: raise warning instead of error when use unsupported parameters ( #8382 )  
							
							 
							
							
							
						 
						
							2023-06-26 13:23:55 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Heyang Sun 
								
							 
						 
						
							
							
							
							
								
							
							
								5ad5ac5356 
								
							 
						 
						
							
							
								
								LightGBM Spark Readthedocs ( #8381 )  
							
							 
							
							... 
							
							
							
							* LightGBM Spark Readthedocs
* Update secure_lightgbm_on_spark.md
* Update secure_lightgbm_on_spark.md
* Update secure_lightgbm_on_spark.md
* refine
* Update secure_lightgbm_on_spark.md
* add html link
* Update secure_lightgbm_on_spark.md
* Update secure_lightgbm_on_spark.md
* add in yaml 
							
						 
						
							2023-06-26 13:14:40 +08:00