Xiangyu Tian 
								
							 
						 
						
							
							
							
							
								
							
							
								52878d3e5f 
								
							 
						 
						
							
							
								
								[PPML] Enable TLS in Attestation API Serving for LLM finetuning ( #8945 )  
							
							 
							
							... 
							
							
							
							Add enableTLS flag to enable TLS in Attestation API Serving for LLM finetuning. 
							
						 
						
							2023-09-18 09:32:25 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								32716106e0 
								
							 
						 
						
							
							
								
								update use_cahce=True ( #8986 )  
							
							 
							
							
							
						 
						
							2023-09-18 07:59:33 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xin Qiu 
								
							 
						 
						
							
							
							
							
								
							
							
								64ee1d7689 
								
							 
						 
						
							
							
								
								update run_transformer_int4_gpu ( #8983 )  
							
							 
							
							... 
							
							
							
							* xpuperf
* update run.py
* clean upo
* uodate
* update
* meet code review 
							
						 
						
							2023-09-15 15:10:04 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Heyang Sun 
								
							 
						 
						
							
							
							
							
								
							
							
								aeef73a182 
								
							 
						 
						
							
							
								
								Tell User How to Find Fine-tuned Model in README ( #8985 )  
							
							 
							
							... 
							
							
							
							* Tell User How to Find Fine-tuned Model in README
* Update README.md 
							
						 
						
							2023-09-15 13:45:40 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zhao Changmin 
								
							 
						 
						
							
							
							
							
								
							
							
								16b9412e80 
								
							 
						 
						
							
							
								
								tie_word_embeddings ( #8977 )  
							
							 
							
							... 
							
							
							
							tie_word_embeddings 
							
						 
						
							2023-09-15 10:17:09 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									JinBridge 
								
							 
						 
						
							
							
							
							
								
							
							
								c12b8f24b6 
								
							 
						 
						
							
							
								
								LLM: add use_cache=True for all gpu examples ( #8971 )  
							
							 
							
							
							
						 
						
							2023-09-15 09:54:38 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Guancheng Fu 
								
							 
						 
						
							
							
							
							
								
							
							
								d1b62ef2f2 
								
							 
						 
						
							
							
								
								[bigdl-llm] Remove serving-dep from all_requires ( #8980 )  
							
							 
							
							... 
							
							
							
							* Remove serving-dep from all_requires
* pin fastchat version 
							
						 
						
							2023-09-14 16:59:24 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								bcf456070c 
								
							 
						 
						
							
							
								
								fix bloom-176b int overflow ( #8973 )  
							
							 
							
							
							
						 
						
							2023-09-14 14:37:57 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Wang Jian 
								
							 
						 
						
							
							
							
							
								
							
							
								7563b26ca9 
								
							 
						 
						
							
							
								
								Occlum fastchat build Use nocache and update order ( #8972 )  
							
							 
							
							
							
						 
						
							2023-09-14 14:05:15 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								dd57623650 
								
							 
						 
						
							
							
								
								LLM: reduce GPU memory for optimize_model=True ( #8965 )  
							
							 
							
							... 
							
							
							
							* reduce gpu memory for llama & chatglm
* change to device type 
							
						 
						
							2023-09-13 17:27:09 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								be29c75c18 
								
							 
						 
						
							
							
								
								LLM: refactor gpu examples ( #8963 )  
							
							 
							
							... 
							
							
							
							* restructure
* change to hf-transformers-models/ 
							
						 
						
							2023-09-13 14:47:47 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Cengguang Zhang 
								
							 
						 
						
							
							
							
							
								
							
							
								cca84b0a64 
								
							 
						 
						
							
							
								
								LLM: update llm benchmark scripts. ( #8943 )  
							
							 
							
							... 
							
							
							
							* update llm benchmark scripts.
* change tranformer_bf16 to pytorch_autocast_bf16.
* add autocast in transformer int4.
* revert autocast.
* add "pytorch_autocast_bf16" to doc
* fix comments. 
							
						 
						
							2023-09-13 12:23:28 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									SONG Ge 
								
							 
						 
						
							
							
							
							
								
							
							
								7132ef6081 
								
							 
						 
						
							
							
								
								[LLM Doc] Add optimize_model doc in transformers api ( #8957 )  
							
							 
							
							... 
							
							
							
							* add optimize in from_pretrained
* add api doc for load_low_bit
* update api docs following comments
* update api docs
* update
* reord comments 
							
						 
						
							2023-09-13 10:42:33 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zhao Changmin 
								
							 
						 
						
							
							
							
							
								
							
							
								c32c260ce2 
								
							 
						 
						
							
							
								
								LLM: Add save/load API in optimize_model to support general pytorch model ( #8956 )  
							
							 
							
							... 
							
							
							
							* support hf format SL 
							
						 
						
							2023-09-13 10:22:00 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								4de73f592e 
								
							 
						 
						
							
							
								
								LLM: add gpu example of chinese-llama-2-7b ( #8960 )  
							
							 
							
							... 
							
							
							
							* add gpu example of chinese -llama2
* update model name and link
* update name 
							
						 
						
							2023-09-13 10:16:51 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Guancheng Fu 
								
							 
						 
						
							
							
							
							
								
							
							
								0bf5857908 
								
							 
						 
						
							
							
								
								[LLM] Integrate FastChat as a serving framework for BigDL-LLM ( #8821 )  
							
							 
							
							... 
							
							
							
							* Finish changing
* format
* add licence
* Add licence
* fix
* fix
* Add xpu support for fschat
* Fix patch
* Also install webui dependencies
* change setup.py dependency installs
* fiox
* format
* final test 
							
						 
						
							2023-09-13 09:28:05 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
							
							
								
							
							
								cb534ed5c4 
								
							 
						 
						
							
							
								
								[LLM] Add Arc demo gif to readme and readthedocs ( #8958 )  
							
							 
							
							... 
							
							
							
							* Add arc demo in main readme
* Small style fix
* Realize using table
* Update based on comments
* Small update
* Try to solve with height problem
* Small fix
* Update demo for inner llm readme
* Update demo video for readthedocs
* Small fix
* Update based on comments 
							
						 
						
							2023-09-13 09:23:52 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jason Dai 
								
							 
						 
						
							
							
							
							
								
							
							
								448a9e813a 
								
							 
						 
						
							
							
								
								Update Readme ( #8959 )  
							
							 
							
							
							
						 
						
							2023-09-12 17:27:26 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zhao Changmin 
								
							 
						 
						
							
							
							
							
								
							
							
								dcaa4dc130 
								
							 
						 
						
							
							
								
								LLM: Support GQA on llama kvcache ( #8938 )  
							
							 
							
							... 
							
							
							
							* support GQA 
							
						 
						
							2023-09-12 12:18:40 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								2d81521019 
								
							 
						 
						
							
							
								
								LLM: add optimize_model examples for llama2 and chatglm  ( #8894 )  
							
							 
							
							... 
							
							
							
							* add llama2 and chatglm optimize_model examples
* update default usage
* update command and some descriptions
* move folder and remove general_int4 descriptions
* change folder name 
							
						 
						
							2023-09-12 10:36:29 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zhao Changmin 
								
							 
						 
						
							
							
							
							
								
							
							
								f00c442d40 
								
							 
						 
						
							
							
								
								fix accelerate ( #8946 )  
							
							 
							
							... 
							
							
							
							Co-authored-by: leonardozcm <leonardozcm@gmail.com> 
							
						 
						
							2023-09-12 09:27:58 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yang Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								16761c58be 
								
							 
						 
						
							
							
								
								Make llama attention stateless ( #8928 )  
							
							 
							
							... 
							
							
							
							* Make llama attention stateless
* fix style
* fix chatglm
* fix chatglm xpu 
							
						 
						
							2023-09-11 18:21:50 -07:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zhao Changmin 
								
							 
						 
						
							
							
							
							
								
							
							
								e62eda74b8 
								
							 
						 
						
							
							
								
								refine ( #8912 )  
							
							 
							
							... 
							
							
							
							Co-authored-by: leonardozcm <leonardozcm@gmail.com> 
							
						 
						
							2023-09-11 16:40:33 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
							
							
								
							
							
								df165ad165 
								
							 
						 
						
							
							
								
								init ( #8933 )  
							
							 
							
							
							
						 
						
							2023-09-11 14:30:55 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xiangyu Tian 
								
							 
						 
						
							
							
							
							
								
							
							
								4dce238867 
								
							 
						 
						
							
							
								
								Fix incorrect usage in docs of Finetuning to enable TDX ( #8932 )  
							
							 
							
							
							
						 
						
							2023-09-08 16:03:14 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								b3f5dd5b5d 
								
							 
						 
						
							
							
								
								LLM: update q8 convert xpu&cpu ( #8930 )  
							
							 
							
							
							
						 
						
							2023-09-08 16:01:17 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
							
							
								
							
							
								33d75adadf 
								
							 
						 
						
							
							
								
								[LLM]Support q5_0 on arc ( #8926 )  
							
							 
							
							... 
							
							
							
							* support q5_0
* delete
* fix style 
							
						 
						
							2023-09-08 15:52:36 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
							
							
								
							
							
								ca35c93825 
								
							 
						 
						
							
							
								
								[LLM] Fix langchain UT ( #8929 )  
							
							 
							
							... 
							
							
							
							* Change dependency version for langchain uts
* Downgrade pandas version instead; and update example readme accordingly 
							
						 
						
							2023-09-08 13:51:04 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xin Qiu 
								
							 
						 
						
							
							
							
							
								
							
							
								ea0853c0b5 
								
							 
						 
						
							
							
								
								update benchmark_utils readme ( #8925 )  
							
							 
							
							... 
							
							
							
							* update readme
* meet code review 
							
						 
						
							2023-09-08 10:30:26 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xiangyu Tian 
								
							 
						 
						
							
							
							
							
								
							
							
								ea6d4148e9 
								
							 
						 
						
							
							
								
								[PPML] Add attestation for LLM Finetuning ( #8908 )  
							
							 
							
							... 
							
							
							
							Add TDX attestation for LLM Finetuning in TDX CoCo
---------
Co-authored-by: Heyang Sun <60865256+Uxito-Ada@users.noreply.github.com> 
							
						 
						
							2023-09-08 10:24:04 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yang Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								ee98cdd85c 
								
							 
						 
						
							
							
								
								Support latest transformer version ( #8923 )  
							
							 
							
							... 
							
							
							
							* Support latest transformer version
* fix style 
							
						 
						
							2023-09-07 19:01:32 -07:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yang Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								25428b22b4 
								
							 
						 
						
							
							
								
								Fix chatglm2 attention and kv cache ( #8924 )  
							
							 
							
							... 
							
							
							
							* fix chatglm2 attention
* fix bf16 bug
* make model stateless
* add utils
* cleanup
* fix style 
							
						 
						
							2023-09-07 18:54:29 -07:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
							
							
								
							
							
								b209b8f7b6 
								
							 
						 
						
							
							
								
								[LLM] Fix arc qtype != q4_0 generate issue ( #8920 )  
							
							 
							
							... 
							
							
							
							* Fix arc precision!=q4_0 generate issue
* meet comments 
							
						 
						
							2023-09-07 08:56:36 -07:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Cengguang Zhang 
								
							 
						 
						
							
							
							
							
								
							
							
								3d2efe9608 
								
							 
						 
						
							
							
								
								LLM: update llm latency benchmark. ( #8922 )  
							
							 
							
							
							
						 
						
							2023-09-07 19:00:19 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								7897eb4b51 
								
							 
						 
						
							
							
								
								LLM: add benchmark scripts on GPU ( #8916 )  
							
							 
							
							
							
						 
						
							2023-09-07 18:08:17 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xin Qiu 
								
							 
						 
						
							
							
							
							
								
							
							
								d8a01d7c4f 
								
							 
						 
						
							
							
								
								fix chatglm in run.pu ( #8919 )  
							
							 
							
							
							
						 
						
							2023-09-07 16:44:10 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xin Qiu 
								
							 
						 
						
							
							
							
							
								
							
							
								e9de9d9950 
								
							 
						 
						
							
							
								
								benchmark for native int4  ( #8918 )  
							
							 
							
							... 
							
							
							
							* native4
* update
* update
* update 
							
						 
						
							2023-09-07 15:56:15 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								c0797ea232 
								
							 
						 
						
							
							
								
								LLM: update setup to specify bigdl-core-xe version ( #8913 )  
							
							 
							
							
							
						 
						
							2023-09-07 15:11:55 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
							
							
								
							
							
								c152c719ea 
								
							 
						 
						
							
							
								
								Update bigdl logo url to the one hosted on readthedocs ( #8911 )  
							
							 
							
							
							
						 
						
							2023-09-07 14:40:57 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								057e77e229 
								
							 
						 
						
							
							
								
								LLM: update benchmark_utils.py to handle do_sample=True ( #8903 )  
							
							 
							
							
							
						 
						
							2023-09-07 14:20:47 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
							
							
								
							
							
								3d1c7e7082 
								
							 
						 
						
							
							
								
								Small link fix ( #8910 )  
							
							 
							
							
							
						 
						
							2023-09-07 13:35:29 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
							
							
								
							
							
								cf6a620bae 
								
							 
						 
						
							
							
								
								[LLM] BigDL-LLM Documentation Initial Version ( #8833 )  
							
							 
							
							... 
							
							
							
							* Change order of LLM in header
* Some updates to footer
* Add BigDL-LLM index page and basic file structure
* Update index page for key features
* Add initial content for BigDL-LLM in 5 mins
* Improvement to footnote
* Add initial contents based on current contents we have
* Add initial quick links
* Small fix
* Rename file
* Hide cli section for now and change model supports to examples
* Hugging Face format -> Hugging Face transformers format
* Add placeholder for GPU supports
* Add GPU related content structure
* Add cpu/gpu installation initial contents
* Add initial contents for GPU supports
* Add image link to LLM index page
* Hide tips and known issues for now
* Small fix
* Update based on comments
* Small fix
* Add notes for Python 3.9
* Add placehoder optimize model & reveal CLI; small revision
* examples add gpu part
* Hide CLI part again for first version of merging
* add keyfeatures-optimize_model part (#1 )
* change gif link to the ones hosted on github
* Small fix
---------
Co-authored-by: plusbang <binbin1.deng@intel.com>
Co-authored-by: binbin Deng <108676127+plusbang@users.noreply.github.com> 
							
						 
						
							2023-09-06 15:38:45 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xin Qiu 
								
							 
						 
						
							
							
							
							
								
							
							
								49a39452c6 
								
							 
						 
						
							
							
								
								update benchmark ( #8899 )  
							
							 
							
							
							
						 
						
							2023-09-06 15:11:43 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Heyang Sun 
								
							 
						 
						
							
							
							
							
								
							
							
								2d97827ec5 
								
							 
						 
						
							
							
								
								fix typo in lora entrypoint ( #8862 )  
							
							 
							
							
							
						 
						
							2023-09-06 13:52:25 +08:00