Wang, Jian4 
								
							 
						 
						
							
							
							
							
								
							
							
								c14a61681b 
								
							 
						 
						
							
							
								
								Add load low-bit in model-serving for reduce EPC ( #9239 )  
							
							 
							
							... 
							
							
							
							* init load low-bit
* fix
* fix 
							
						 
						
							2023-10-23 11:28:20 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
							
							
								
							
							
								0383306688 
								
							 
						 
						
							
							
								
								Add arc fp8 support ( #9232 )  
							
							 
							
							... 
							
							
							
							* add fp8 support
* add log
* fix style 
							
						 
						
							2023-10-20 17:15:07 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jason Dai 
								
							 
						 
						
							
							
							
							
								
							
							
								26850ebd36 
								
							 
						 
						
							
							
								
								Update readme ( #9237 )  
							
							 
							
							
							
						 
						
							2023-10-20 16:13:25 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yang Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								118249b011 
								
							 
						 
						
							
							
								
								support transformers 4.34+ for llama ( #9229 )  
							
							 
							
							
							
						 
						
							2023-10-19 22:36:30 -07:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								7e96d3e79a 
								
							 
						 
						
							
							
								
								LLM: improve gpu supports key feature doc page ( #9212 )  
							
							 
							
							
							
						 
						
							2023-10-19 18:40:48 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Shaojun Liu 
								
							 
						 
						
							
							
							
							
								
							
							
								9dc76f19c0 
								
							 
						 
						
							
							
								
								fix hadolint error ( #9223 )  
							
							 
							
							
							
						 
						
							2023-10-19 16:22:32 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Chen, Zhentao 
								
							 
						 
						
							
							
							
							
								
							
							
								5850241423 
								
							 
						 
						
							
							
								
								correct Readme GPU example and API docstring ( #9225 )  
							
							 
							
							... 
							
							
							
							* update readme to correct GPU usage
* update from_pretrained supported low bit options
* fix stype check 
							
						 
						
							2023-10-19 16:08:47 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									WeiguangHan 
								
							 
						 
						
							
							
							
							
								
							
							
								f87f67ee1c 
								
							 
						 
						
							
							
								
								LLM: arc perf test for some popular models ( #9188 )  
							
							 
							
							
							
						 
						
							2023-10-19 15:56:15 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ziteng Zhang 
								
							 
						 
						
							
							
							
							
								
							
							
								0d62bd4adb 
								
							 
						 
						
							
							
								
								Added Docker installation guide and modified link in Dockerfile ( #9224 )  
							
							 
							
							... 
							
							
							
							* changed '/ppml' into '/bigdl' and modified llama-7b
* Added the contents of finetuning in README
* Modified link of qlora_finetuning.py in Dockerfile 
							
						 
						
							2023-10-19 15:28:05 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Lilac09 
								
							 
						 
						
							
							
							
							
								
							
							
								160c543a26 
								
							 
						 
						
							
							
								
								README for BigDL-LLM on docker ( #9197 )  
							
							 
							
							... 
							
							
							
							* add instruction for MacOS/Linux
* modify html label of gif images
* organize structure of README
* change title name
* add inference-xpu, serving-cpu and serving-xpu parts
* revise README
* revise README
* revise README 
							
						 
						
							2023-10-19 13:48:06 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yang Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								b0ddde0410 
								
							 
						 
						
							
							
								
								Fix removing convert dtype bug ( #9216 )  
							
							 
							
							... 
							
							
							
							* Fix removing convert dtype bug
* fix style 
							
						 
						
							2023-10-18 11:24:22 -07:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								942d6418e7 
								
							 
						 
						
							
							
								
								LLM: fix chatglm kv cache ( #9215 )  
							
							 
							
							
							
						 
						
							2023-10-18 19:09:53 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									SONG Ge 
								
							 
						 
						
							
							
							
							
								
							
							
								0765f94770 
								
							 
						 
						
							
							
								
								[LLM] Optimize kv_cache for mistral model family ( #9189 )  
							
							 
							
							... 
							
							
							
							* add kv_cache optimization for mistral model
* kv_cache optimize for mistral
* update stylr
* update 
							
						 
						
							2023-10-18 15:13:37 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								3555ebc148 
								
							 
						 
						
							
							
								
								LLM: fix wrong length in gptj kv_cache optimization ( #9210 )  
							
							 
							
							... 
							
							
							
							* fix wrong length in gptj kv cache
* update 
							
						 
						
							2023-10-18 14:59:02 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Shengsheng Huang 
								
							 
						 
						
							
							
							
							
								
							
							
								6dad8d16df 
								
							 
						 
						
							
							
								
								optimize NormHead for Baichuan2 ( #9205 )  
							
							 
							
							... 
							
							
							
							* optimize NormHead for Baichuan2
* fix ut and change name
* rename functions 
							
						 
						
							2023-10-18 14:05:07 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jin Qiao 
								
							 
						 
						
							
							
							
							
								
							
							
								a3b664ed03 
								
							 
						 
						
							
							
								
								LLM: add GPU More-Data-Types and Save/Load example ( #9199 )  
							
							 
							
							
							
						 
						
							2023-10-18 13:13:45 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ziteng Zhang 
								
							 
						 
						
							
							
							
							
								
							
							
								2f14f53b1c 
								
							 
						 
						
							
							
								
								changed '/ppml' into '/bigdl' and modified llama-7b ( #9209 )  
							
							 
							
							
							
						 
						
							2023-10-18 10:25:12 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									WeiguangHan 
								
							 
						 
						
							
							
							
							
								
							
							
								b9194c5786 
								
							 
						 
						
							
							
								
								LLM: skip some model tests using certain api ( #9163 )  
							
							 
							
							... 
							
							
							
							* LLM: Skip some model tests using certain api
* initialize variable named result 
							
						 
						
							2023-10-18 09:39:27 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								09815f7064 
								
							 
						 
						
							
							
								
								LLM: fix RMSNorm optimization of Baichuan2-13B/Baichuan-13B ( #9204 )  
							
							 
							
							... 
							
							
							
							* fix rmsnorm of baichuan2-13B
* update baichuan1-13B too
* fix style 
							
						 
						
							2023-10-17 18:40:34 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								efcda3892f 
								
							 
						 
						
							
							
								
								LLM: add save & load usage in PyTorch API key feature page ( #9183 )  
							
							 
							
							
							
						 
						
							2023-10-17 17:24:51 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jin Qiao 
								
							 
						 
						
							
							
							
							
								
							
							
								d7ce78edf0 
								
							 
						 
						
							
							
								
								LLM: fix portable zip README image link ( #9201 )  
							
							 
							
							... 
							
							
							
							* LLM: fix portable zip readme img link
* LLM: make README first image center align 
							
						 
						
							2023-10-17 16:38:22 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								330e67e2c0 
								
							 
						 
						
							
							
								
								LLM: update example doc page ( #9186 )  
							
							 
							
							
							
						 
						
							2023-10-17 16:26:11 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Cheen Hau, 俊豪 
								
							 
						 
						
							
							
							
							
								
							
							
								66c2e45634 
								
							 
						 
						
							
							
								
								Add unit tests for optimized model correctness ( #9151 )  
							
							 
							
							... 
							
							
							
							* Add test to check correctness of optimized model
* Refactor optimized model test
* Use models in llm-unit-test
* Use AutoTokenizer for bloom
* Print out each passed test
* Remove unused tokenizer from import 
							
						 
						
							2023-10-17 14:46:41 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jin Qiao 
								
							 
						 
						
							
							
							
							
								
							
							
								d946bd7c55 
								
							 
						 
						
							
							
								
								LLM: add CPU More-Data-Types and Save-Load examples ( #9179 )  
							
							 
							
							
							
						 
						
							2023-10-17 14:38:52 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								c0497ab41b 
								
							 
						 
						
							
							
								
								LLM: support kv_cache optimization for Qwen-VL-Chat ( #9193 )  
							
							 
							
							... 
							
							
							
							* dupport qwen_vl_chat
* fix style 
							
						 
						
							2023-10-17 13:33:56 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								1cd9ab15b8 
								
							 
						 
						
							
							
								
								LLM: fix ChatGLMConfig check ( #9191 )  
							
							 
							
							
							
						 
						
							2023-10-17 11:52:56 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yang Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								7160afd4d1 
								
							 
						 
						
							
							
								
								Support XPU DDP training and autocast for LowBitMatmul ( #9167 )  
							
							 
							
							... 
							
							
							
							* support autocast in low bit matmul
* Support XPU DDP training
* fix  amp 
							
						 
						
							2023-10-16 20:47:19 -07:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								77afb8796b 
								
							 
						 
						
							
							
								
								LLM: fix convert of chatglm ( #9190 )  
							
							 
							
							
							
						 
						
							2023-10-17 10:48:13 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									dingbaorong 
								
							 
						 
						
							
							
							
							
								
							
							
								af3b575c7e 
								
							 
						 
						
							
							
								
								expose modules_to_not_convert in optimize_model ( #9180 )  
							
							 
							
							... 
							
							
							
							* expose modules_to_not_convert in optimize_model
* some fixes 
							
						 
						
							2023-10-17 09:50:26 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Cengguang Zhang 
								
							 
						 
						
							
							
							
							
								
							
							
								5ca8a851e9 
								
							 
						 
						
							
							
								
								LLM: add fuse optimization for Mistral. ( #9184 )  
							
							 
							
							... 
							
							
							
							* add fuse optimization for mistral.
* fix.
* fix
* fix style.
* fix.
* fix error.
* fix style.
* fix style. 
							
						 
						
							2023-10-16 16:50:31 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jiao Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								49e1381c7f 
								
							 
						 
						
							
							
								
								update rope ( #9155 )  
							
							 
							
							
							
						 
						
							2023-10-15 21:51:45 -07:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jason Dai 
								
							 
						 
						
							
							
							
							
								
							
							
								b192a8032c 
								
							 
						 
						
							
							
								
								Update llm-readme ( #9176 )  
							
							 
							
							
							
						 
						
							2023-10-16 10:54:52 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								a164c24746 
								
							 
						 
						
							
							
								
								LLM: add kv_cache optimization for chatglm2-6b-32k ( #9165 )  
							
							 
							
							
							
						 
						
							2023-10-16 10:43:15 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Lilac09 
								
							 
						 
						
							
							
							
							
								
							
							
								326ef7f491 
								
							 
						 
						
							
							
								
								add README for llm-inference-cpu ( #9147 )  
							
							 
							
							... 
							
							
							
							* add README for llm-inference-cpu
* modify README
* add README for llm-inference-cpu on Windows 
							
						 
						
							2023-10-16 10:27:44 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yang Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								7a2de00b48 
								
							 
						 
						
							
							
								
								Fixes for xpu Bf16 training ( #9156 )  
							
							 
							
							... 
							
							
							
							* Support bf16 training
* Use a stable transformer version
* remove env
* fix style 
							
						 
						
							2023-10-14 21:28:59 -07:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Cengguang Zhang 
								
							 
						 
						
							
							
							
							
								
							
							
								51a133de56 
								
							 
						 
						
							
							
								
								LLM: add fuse rope and norm optimization for Baichuan. ( #9166 )  
							
							 
							
							... 
							
							
							
							* add fuse rope optimization.
* add rms norm optimization. 
							
						 
						
							2023-10-13 17:36:52 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jin Qiao 
								
							 
						 
						
							
							
							
							
								
							
							
								db7f938fdc 
								
							 
						 
						
							
							
								
								LLM: add replit and starcoder to gpu pytorch model example ( #9154 )  
							
							 
							
							
							
						 
						
							2023-10-13 15:44:17 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jin Qiao 
								
							 
						 
						
							
							
							
							
								
							
							
								797b156a0d 
								
							 
						 
						
							
							
								
								LLM: add dolly-v1 and dolly-v2 to gpu pytorch model example ( #9153 )  
							
							 
							
							
							
						 
						
							2023-10-13 15:43:35 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								259cbb4126 
								
							 
						 
						
							
							
								
								[LLM] add initial bigdl-llm-init ( #9150 )  
							
							 
							
							
							
						 
						
							2023-10-13 15:31:45 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Cengguang Zhang 
								
							 
						 
						
							
							
							
							
								
							
							
								433f408081 
								
							 
						 
						
							
							
								
								LLM: Add fuse rope and norm optimization for Aquila. ( #9161 )  
							
							 
							
							... 
							
							
							
							* add fuse norm optimization.
* add fuse rope optimization 
							
						 
						
							2023-10-13 14:18:37 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									SONG Ge 
								
							 
						 
						
							
							
							
							
								
							
							
								e7aa67e141 
								
							 
						 
						
							
							
								
								[LLM] Add rope  optimization for internlm ( #9159 )  
							
							 
							
							... 
							
							
							
							* add rope and norm optimization for internlm and gptneox
* revert gptneox back and split with pr#9155 #
* add norm_forward
* style fix
* update
* update 
							
						 
						
							2023-10-13 14:18:28 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jin Qiao 
								
							 
						 
						
							
							
							
							
								
							
							
								f754ab3e60 
								
							 
						 
						
							
							
								
								LLM: add baichuan and baichuan2 to gpu pytorch model example ( #9152 )  
							
							 
							
							
							
						 
						
							2023-10-13 13:44:31 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								b8aee7bb1b 
								
							 
						 
						
							
							
								
								LLM: Fix Qwen kv_cache optimization ( #9148 )  
							
							 
							
							... 
							
							
							
							* first commit
* ut pass
* accelerate rotate half by using common util function
* fix style 
							
						 
						
							2023-10-12 15:49:42 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								69942d3826 
								
							 
						 
						
							
							
								
								LLM: fix model check before attention optimization ( #9149 )  
							
							 
							
							
							
						 
						
							2023-10-12 15:21:51 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									JIN Qiao 
								
							 
						 
						
							
							
							
							
								
							
							
								1a1ddc4144 
								
							 
						 
						
							
							
								
								LLM: Add Replit CPU and GPU example ( #9028 )  
							
							 
							
							
							
						 
						
							2023-10-12 13:42:14 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									JIN Qiao 
								
							 
						 
						
							
							
							
							
								
							
							
								d74834ff4c 
								
							 
						 
						
							
							
								
								LLM: add gpu pytorch-models example llama2 and chatglm2 ( #9142 )  
							
							 
							
							
							
						 
						
							2023-10-12 13:41:48 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								4f34557224 
								
							 
						 
						
							
							
								
								LLM: support num_beams in all-in-one benchmark ( #9141 )  
							
							 
							
							... 
							
							
							
							* support num_beams
* fix 
							
						 
						
							2023-10-12 13:35:12 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								62ac7ae444 
								
							 
						 
						
							
							
								
								LLM: fix inaccurate input / output tokens of current all-in-one benchmark ( #9137 )  
							
							 
							
							... 
							
							
							
							* first fix
* fix all apis
* fix 
							
						 
						
							2023-10-11 17:13:34 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Lilac09 
								
							 
						 
						
							
							
							
							
								
							
							
								e02fbb40cc 
								
							 
						 
						
							
							
								
								add bigdl-llm-tutorial into llm-inference-cpu image ( #9139 )  
							
							 
							
							... 
							
							
							
							* add bigdl-llm-tutorial into llm-inference-cpu image
* modify Dockerfile
* modify Dockerfile 
							
						 
						
							2023-10-11 16:41:04 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									ZehuaCao 
								
							 
						 
						
							
							
							
							
								
							
							
								65dd73b62e 
								
							 
						 
						
							
							
								
								Update manually_build.yml ( #9138 )  
							
							 
							
							... 
							
							
							
							* Update manually_build.yml
fix llm-serving-tdx image build dir
* Update manually_build.yml 
							
						 
						
							2023-10-11 15:07:09 +08:00