Jason Dai 
								
							 
						 
						
							
							
							
							
								
							
							
								7506100bd5 
								
							 
						 
						
							
							
								
								Update readme ( #9084 )  
							
							 
							
							
							
						 
						
							2023-10-05 16:54:09 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yang Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								88565c76f6 
								
							 
						 
						
							
							
								
								add export merged model example ( #9018 )  
							
							 
							
							... 
							
							
							
							* add export merged model example
* add sources
* add script
* fix style 
							
						 
						
							2023-10-04 21:18:52 -07:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yang Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								0cd8f1c79c 
								
							 
						 
						
							
							
								
								Use ipex fused rms norm for llama ( #9081 )  
							
							 
							
							... 
							
							
							
							* also apply rmsnorm
* fix cpu 
							
						 
						
							2023-10-04 21:04:55 -07:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Cengguang Zhang 
								
							 
						 
						
							
							
							
							
								
							
							
								fb883100e7 
								
							 
						 
						
							
							
								
								LLM: support chatglm-18b convert attention forward in benchmark scripts. ( #9072 )  
							
							 
							
							... 
							
							
							
							* add chatglm-18b convert.
* fix if statement.
* fix 
							
						 
						
							2023-09-28 14:04:52 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								6de2189e90 
								
							 
						 
						
							
							
								
								[LLM] fix chatglm main choice ( #9073 )  
							
							 
							
							
							
						 
						
							2023-09-28 11:23:37 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								760183bac6 
								
							 
						 
						
							
							
								
								LLM: update key feature and installation page of document ( #9068 )  
							
							 
							
							
							
						 
						
							2023-09-27 15:44:34 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Lilac09 
								
							 
						 
						
							
							
							
							
								
							
							
								c91b2bd574 
								
							 
						 
						
							
							
								
								fix:modify indentation ( #9070 )  
							
							 
							
							... 
							
							
							
							* modify Dockerfile
* add README.md
* add README.md
* Modify Dockerfile
* Add bigdl inference cpu image build
* Add bigdl llm cpu image build
* Add bigdl llm cpu image build
* Add bigdl llm cpu image build
* Modify Dockerfile
* Add bigdl inference cpu image build
* Add bigdl inference cpu image build
* Add bigdl llm xpu image build
* manually build
* recover file
* manually build
* recover file
* modify indentation 
							
						 
						
							2023-09-27 14:53:52 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Cengguang Zhang 
								
							 
						 
						
							
							
							
							
								
							
							
								ad62c58b33 
								
							 
						 
						
							
							
								
								LLM: Enable jemalloc in benchmark scripts. ( #9058 )  
							
							 
							
							... 
							
							
							
							* enable jemalloc.
* fix readme. 
							
						 
						
							2023-09-26 15:37:49 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Lilac09 
								
							 
						 
						
							
							
							
							
								
							
							
								ecee02b34d 
								
							 
						 
						
							
							
								
								Add bigdl llm xpu image build ( #9062 )  
							
							 
							
							... 
							
							
							
							* modify Dockerfile
* add README.md
* add README.md
* Modify Dockerfile
* Add bigdl inference cpu image build
* Add bigdl llm cpu image build
* Add bigdl llm cpu image build
* Add bigdl llm cpu image build
* Modify Dockerfile
* Add bigdl inference cpu image build
* Add bigdl inference cpu image build
* Add bigdl llm xpu image build 
							
						 
						
							2023-09-26 14:29:03 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Lilac09 
								
							 
						 
						
							
							
							
							
								
							
							
								9ac950fa52 
								
							 
						 
						
							
							
								
								Add bigdl llm cpu image build ( #9047 )  
							
							 
							
							... 
							
							
							
							* modify Dockerfile
* add README.md
* add README.md
* Modify Dockerfile
* Add bigdl inference cpu image build
* Add bigdl llm cpu image build
* Add bigdl llm cpu image build
* Add bigdl llm cpu image build 
							
						 
						
							2023-09-26 13:22:11 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ziteng Zhang 
								
							 
						 
						
							
							
							
							
								
							
							
								a717352c59 
								
							 
						 
						
							
							
								
								Replace Llama 7b to Llama2-7b in README.md ( #9055 )  
							
							 
							
							... 
							
							
							
							* Replace Llama 7b with Llama2-7b in README.md
Need to replace the base model to Llama2-7b as we are operating on Llama2 here.
* Replace Llama 7b to Llama2-7b in README.md
a llama 7b in the 1st line is missed
* Update architecture graph
---------
Co-authored-by: Heyang Sun <60865256+Uxito-Ada@users.noreply.github.com> 
							
						 
						
							2023-09-26 09:56:46 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Guancheng Fu 
								
							 
						 
						
							
							
							
							
								
							
							
								cc84ed70b3 
								
							 
						 
						
							
							
								
								Create serving images ( #9048 )  
							
							 
							
							... 
							
							
							
							* Finished & Tested
* Install latest pip from base images
* Add blank line
* Delete unused comment
* fix typos 
							
						 
						
							2023-09-25 15:51:45 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Cengguang Zhang 
								
							 
						 
						
							
							
							
							
								
							
							
								b4a1266ef0 
								
							 
						 
						
							
							
								
								[WIP] LLM: add kv cache support for internlm. ( #9036 )  
							
							 
							
							... 
							
							
							
							* LLM: add kv cache support for internlm
* add internlm apply_rotary_pos_emb
* fix.
* fix style. 
							
						 
						
							2023-09-25 14:16:59 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								975da86e00 
								
							 
						 
						
							
							
								
								LLM: fix gptneox kv cache ( #9044 )  
							
							 
							
							
							
						 
						
							2023-09-25 13:03:57 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Heyang Sun 
								
							 
						 
						
							
							
							
							
								
							
							
								4b843d1dbf 
								
							 
						 
						
							
							
								
								change lora-model output behavior on k8s ( #9038 )  
							
							 
							
							... 
							
							
							
							Co-authored-by: leonardozcm <leonardo1997zcm@gmail.com> 
							
						 
						
							2023-09-25 09:28:44 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Cengguang Zhang 
								
							 
						 
						
							
							
							
							
								
							
							
								26213a5829 
								
							 
						 
						
							
							
								
								LLM: Change benchmark bf16 load format. ( #9035 )  
							
							 
							
							... 
							
							
							
							* LLM: Change benchmark bf16 load format.
* comment on bf16 chatglm.
* fix. 
							
						 
						
							2023-09-22 17:38:38 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									JinBridge 
								
							 
						 
						
							
							
							
							
								
							
							
								023555fb1f 
								
							 
						 
						
							
							
								
								LLM: Add one-click installer for Windows ( #8999 )  
							
							 
							
							... 
							
							
							
							* LLM: init one-click installer for windows
* LLM: fix typo in one-click installer readme
* LLM: one-click installer try except logic
* LLM: one-click installer add dependency
* LLM: one-click installer adjust README.md
* LLM: one-click installer split README and add zip compress in setup.bat
* LLM: one-click installer verified internlm and llama2 and replace gif
* LLM: remove one-click installer images
* LLM: finetune the one-click installer README.md
* LLM: fix typo in one-click installer README.md
* LLM: rename one-click installer to protable executable
* LLM: rename other places to protable executable
* LLM: rename the zip filename to executable
* LLM: update .gitignore
* LLM: add colorama to setup.bat 
							
						 
						
							2023-09-22 14:46:30 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jiao Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								028a6d9383 
								
							 
						 
						
							
							
								
								MPT model optimize for long sequence ( #9020 )  
							
							 
							
							... 
							
							
							
							* mpt_long_seq
* update
* update
* update
* style
* style2
* update 
							
						 
						
							2023-09-21 21:27:23 -07:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Lilac09 
								
							 
						 
						
							
							
							
							
								
							
							
								9126abdf9b 
								
							 
						 
						
							
							
								
								add README.md for bigdl-llm-cpu image ( #9026 )  
							
							 
							
							... 
							
							
							
							* modify Dockerfile
* add README.md
* add README.md 
							
						 
						
							2023-09-22 09:03:57 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								b943d73844 
								
							 
						 
						
							
							
								
								LLM: refactor kv cache ( #9030 )  
							
							 
							
							... 
							
							
							
							* refactor utils
* meet code review; update all models
* small fix 
							
						 
						
							2023-09-21 21:28:03 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Cengguang Zhang 
								
							 
						 
						
							
							
							
							
								
							
							
								868511cf02 
								
							 
						 
						
							
							
								
								LLM: fix kv cache issue of bloom and falcon. ( #9029 )  
							
							 
							
							
							
						 
						
							2023-09-21 18:12:20 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								bf51ec40b2 
								
							 
						 
						
							
							
								
								LLM: Fix empty cache ( #9024 )  
							
							 
							
							... 
							
							
							
							* fix
* fix
* update example 
							
						 
						
							2023-09-21 17:16:07 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
							
							
								
							
							
								714884414e 
								
							 
						 
						
							
							
								
								fix error ( #9025 )  
							
							 
							
							
							
						 
						
							2023-09-21 16:42:11 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								edb225530b 
								
							 
						 
						
							
							
								
								add bark ( #9016 )  
							
							 
							
							
							
						 
						
							2023-09-21 12:24:58 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									SONG Ge 
								
							 
						 
						
							
							
							
							
								
							
							
								fa47967583 
								
							 
						 
						
							
							
								
								[LLM] Optimize kv_cache for gptj model family ( #9010 )  
							
							 
							
							... 
							
							
							
							* optimize gptj model family attention
* add license and comment for dolly-model
* remove xpu mentioned
* remove useless info
* code sytle
* style fix
* code style in gptj fix
* remove gptj arch
* move apply_rotary_pos_emb into utils
* kv_seq_length update
* use hidden_states instead of query layer to reach batch size 
							
						 
						
							2023-09-21 10:42:08 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Guancheng Fu 
								
							 
						 
						
							
							
							
							
								
							
							
								3913ba4577 
								
							 
						 
						
							
							
								
								add README.md ( #9004 )  
							
							 
							
							
							
						 
						
							2023-09-21 10:32:56 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Cengguang Zhang 
								
							 
						 
						
							
							
							
							
								
							
							
								b3cad7de57 
								
							 
						 
						
							
							
								
								LLM: add bloom kv cache support ( #9012 )  
							
							 
							
							... 
							
							
							
							* LLM: add bloom kv cache support
* fix style. 
							
						 
						
							2023-09-20 21:10:53 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Kai Huang 
								
							 
						 
						
							
							
							
							
								
							
							
								156af15d1e 
								
							 
						 
						
							
							
								
								Add NF3 ( #9008 )  
							
							 
							
							... 
							
							
							
							* add nf3
* grammar 
							
						 
						
							2023-09-20 20:03:07 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Kai Huang 
								
							 
						 
						
							
							
							
							
								
							
							
								6981745fe4 
								
							 
						 
						
							
							
								
								Optimize kv_cache for gpt-neox model family ( #9015 )  
							
							 
							
							... 
							
							
							
							* override gptneox
* style
* move to utils
* revert 
							
						 
						
							2023-09-20 19:59:19 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									JinBridge 
								
							 
						 
						
							
							
							
							
								
							
							
								48b503c630 
								
							 
						 
						
							
							
								
								LLM: add example of aquila ( #9006 )  
							
							 
							
							... 
							
							
							
							* LLM: add example of aquila
* LLM: replace AquilaChat with Aquila
* LLM: shorten prompt of aquila example 
							
						 
						
							2023-09-20 15:52:56 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Cengguang Zhang 
								
							 
						 
						
							
							
							
							
								
							
							
								735a17f7b4 
								
							 
						 
						
							
							
								
								LLM: add kv cache to falcon family. ( #8995 )  
							
							 
							
							... 
							
							
							
							* add kv cache to falcon family.
* fix: import error.
* refactor
* update comments.
* add two version falcon attention forward.
* fix
* fix.
* fix.
* fix.
* fix style.
* fix style. 
							
						 
						
							2023-09-20 15:36:30 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								94a7f8917b 
								
							 
						 
						
							
							
								
								LLM: fix optimized kv cache for baichuan-13b ( #9009 )  
							
							 
							
							... 
							
							
							
							* fix baichuan 13b
* fix style
* fix
* fix style 
							
						 
						
							2023-09-20 15:30:14 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yang Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								c88f6ec457 
								
							 
						 
						
							
							
								
								Experiment XPU QLora Finetuning ( #8937 )  
							
							 
							
							... 
							
							
							
							* Support xpu finetuning
* support xpu finetuning
* fix style
* fix style
* fix style
* refine example
* add readme
* refine readme
* refine api
* fix fp16
* fix example
* refactor
* fix style
* fix compute type
* add qlora
* refine training args
* fix example
* fix style
* fast path forinference
* address comments
* refine readme
* revert lint 
							
						 
						
							2023-09-19 10:15:44 -07:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jason Dai 
								
							 
						 
						
							
							
							
							
								
							
							
								51518e029d 
								
							 
						 
						
							
							
								
								Update llm readme ( #9005 )  
							
							 
							
							
							
						 
						
							2023-09-19 20:01:33 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								249386261c 
								
							 
						 
						
							
							
								
								LLM: add Baichuan2 cpu example ( #9002 )  
							
							 
							
							... 
							
							
							
							* add baichuan2 cpu examples
* add link
* update prompt 
							
						 
						
							2023-09-19 18:08:30 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
							
							
								
							
							
								c389e1323d 
								
							 
						 
						
							
							
								
								fix xpu performance tests by making sure that latest bigdl-core-xe is installed ( #9001 )  
							
							 
							
							
							
						 
						
							2023-09-19 17:33:30 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Guancheng Fu 
								
							 
						 
						
							
							
							
							
								
							
							
								b6c9198d47 
								
							 
						 
						
							
							
								
								Add xpu image for bigdl-llm ( #9003 )  
							
							 
							
							... 
							
							
							
							* Add xpu image
* fix
* fix
* fix format 
							
						 
						
							2023-09-19 16:56:22 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								004c45c2be 
								
							 
						 
						
							
							
								
								LLM: Support optimized kv_cache for baichuan family ( #8997 )  
							
							 
							
							... 
							
							
							
							* add initial support for baichuan attantion
* support baichuan1
* update based on comment
* update based on comment
* support baichuan2
* update link, change how to jusge baichuan2
* fix style
* add model parameter for pob emb
* update based on comment 
							
						 
						
							2023-09-19 15:38:54 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xin Qiu 
								
							 
						 
						
							
							
							
							
								
							
							
								37bb0cbf8f 
								
							 
						 
						
							
							
								
								Speed up gpt-j in gpubenchmark ( #9000 )  
							
							 
							
							... 
							
							
							
							* Speedup gpt-j in gpubenchmark
* meet code review 
							
						 
						
							2023-09-19 14:22:28 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zhao Changmin 
								
							 
						 
						
							
							
							
							
								
							
							
								2a05581da7 
								
							 
						 
						
							
							
								
								LLM: Apply low_cpu_mem_usage algorithm on optimize_model API ( #8987 )  
							
							 
							
							... 
							
							
							
							* low_cpu_mem_usage 
							
						 
						
							2023-09-18 21:41:42 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Cengguang Zhang 
								
							 
						 
						
							
							
							
							
								
							
							
								8299b68fea 
								
							 
						 
						
							
							
								
								update readme. ( #8996 )  
							
							 
							
							
							
						 
						
							2023-09-18 17:06:15 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								c1d25a51a8 
								
							 
						 
						
							
							
								
								LLM: add optimize_model example for bert ( #8975 )  
							
							 
							
							
							
						 
						
							2023-09-18 16:18:35 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Cengguang Zhang 
								
							 
						 
						
							
							
							
							
								
							
							
								74338fd291 
								
							 
						 
						
							
							
								
								LLM: add auto torch dtype in benchmark. ( #8981 )  
							
							 
							
							
							
						 
						
							2023-09-18 15:48:25 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								cabe7c0358 
								
							 
						 
						
							
							
								
								LLM: add baichuan2 example for arc ( #8994 )  
							
							 
							
							... 
							
							
							
							* add baichuan2 examples
* add link
* small fix 
							
						 
						
							2023-09-18 14:32:27 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Guancheng Fu 
								
							 
						 
						
							
							
							
							
								
							
							
								7353882732 
								
							 
						 
						
							
							
								
								add Dockerfile ( #8993 )  
							
							 
							
							
							
						 
						
							2023-09-18 13:25:37 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								0a552d5bdc 
								
							 
						 
						
							
							
								
								LLM: fix installation on windows ( #8989 )  
							
							 
							
							
							
						 
						
							2023-09-18 11:14:54 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									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