binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								a40ea7038d 
								
							 
						 
						
							
							
								
								Fix AttributeError of qwen2-1.5B ( #11990 )  
							
							 
							
							
							
						 
						
							2024-09-02 17:55:10 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yang Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								c48817bd43 
								
							 
						 
						
							
							
								
								Support Qwen2-7b MLP in int4 and transpose_value_cache=True ( #11968 )  
							
							 
							
							
							
						 
						
							2024-09-02 14:37:44 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								573c20bae6 
								
							 
						 
						
							
							
								
								fix npu lm_head cpu condition ( #11976 )  
							
							 
							
							... 
							
							
							
							* fix
* fix
* fix
* fix stype
* fix style
* fix style 
							
						 
						
							2024-08-30 17:11:26 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								60aa1a2c0f 
								
							 
						 
						
							
							
								
								Initial NPU support for MiniCPM-V-2_6 ( #11966 )  
							
							 
							
							... 
							
							
							
							* initial pr
* update npu model
* fix
* fix kv cache type
* fix
* small fix
* fix style
* fix model id
* change inter_pp=4
* address comment
* fix
* fix style
* fix
* rebase 
							
						 
						
							2024-08-30 16:34:35 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									SONG Ge 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								158289d205 
								
							 
						 
						
							
							
								
								[NPU] Add initial support for minicpm-llama-v2.5 ( #11962 )  
							
							 
							
							... 
							
							
							
							* add initial support for minicpm-llama-v2.5
* update impl
* add minicpm-llama3-v2.5 example 
							
						 
						
							2024-08-30 16:00:33 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								cd077881f1 
								
							 
						 
						
							
							
								
								Disable lm head ( #11972 )  
							
							 
							
							
							
						 
						
							2024-08-30 11:05:18 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Wang, Jian4 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								7d103417b8 
								
							 
						 
						
							
							
								
								Fix glm4-9b-chat nan error on vllm 0.3.3 ( #11970 )  
							
							 
							
							... 
							
							
							
							* fix nan value
* update 
							
						 
						
							2024-08-30 09:50:18 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yang Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								fbf088f61e 
								
							 
						 
						
							
							
								
								remove obselete npu code ( #11967 )  
							
							 
							
							
							
						 
						
							2024-08-29 14:16:44 -07:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								a9e485eb1b 
								
							 
						 
						
							
							
								
								Support MiniCPM-V-2_6 multi-modal benchmarking with latency text streamer ( #11963 )  
							
							 
							
							... 
							
							
							
							* Support MiniCPM-V-2_6 multi-modal benchmarking with latency text streamer
* Style fixes 
							
						 
						
							2024-08-29 19:22:09 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								882f4a5ff7 
								
							 
						 
						
							
							
								
								Add lnl npu driver recommend version and enable cpu_lm_head on llama3 ( #11952 )  
							
							 
							
							... 
							
							
							
							* update lnl npu driver version and enable cpu_lm_head on llama3
* update
* fix style
* typo
* address comments
* update
* add qwen2-7b 
							
						 
						
							2024-08-29 15:01:18 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								71f03dcc39 
								
							 
						 
						
							
							
								
								Support qwen2-7b with fused decoderlayer optimization on NPU ( #11912 )  
							
							 
							
							
							
						 
						
							2024-08-29 13:34:20 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jiao Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								63ac5f64bb 
								
							 
						 
						
							
							
								
								Refactor NPU baichuan multiple-process ( #11945 )  
							
							 
							
							... 
							
							
							
							* update
* add baichuan mp
* clean
* refactor
* merge
* style
* update
* update 
							
						 
						
							2024-08-28 11:33:40 -07:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									SONG Ge 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								5ca7390082 
								
							 
						 
						
							
							
								
								[NPU] Add minicpm-2b support for npu multi-processing ( #11949 )  
							
							 
							
							... 
							
							
							
							* add minicpm-2b support
* update example for minicpm-2b
* add LNL NPU driver requirement in readme 
							
						 
						
							2024-08-28 18:08:49 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								0fbb10259a 
								
							 
						 
						
							
							
								
								use sdp_causal to reduce internvl2-4b memory usage if set environment variable ( #11953 )  
							
							 
							
							
							
						 
						
							2024-08-28 17:35:05 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Guancheng Fu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								0a7bd274e2 
								
							 
						 
						
							
							
								
								Add vllm awq loading logic ( #11950 )  
							
							 
							
							... 
							
							
							
							* add vllm awq loading logic
* fix
* refine 
							
						 
						
							2024-08-28 16:46:18 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								b38fb67bec 
								
							 
						 
						
							
							
								
								[NPU] lm head to cpu ( #11943 )  
							
							 
							
							... 
							
							
							
							* lm head to cpu
* qwen2
* mv logic and add param to disable cpu_lm_head
* use env and lm_head opt to mp file
* fix
* update
* remove print 
							
						 
						
							2024-08-28 16:34:07 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								bec00e2015 
								
							 
						 
						
							
							
								
								Improve baichuan2 NPU performance ( #11942 )  
							
							 
							
							
							
						 
						
							2024-08-27 18:37:08 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zijie Li 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								90f692937d 
								
							 
						 
						
							
							
								
								Update npu baichuan2 ( #11939 )  
							
							 
							
							
							
						 
						
							2024-08-27 16:56:26 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jiao Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								b4b6ddf73c 
								
							 
						 
						
							
							
								
								NPU Baichuan2 Multi- Process example ( #11928 )  
							
							 
							
							
							
						 
						
							2024-08-27 15:25:49 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									SONG Ge 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								e211a5b076 
								
							 
						 
						
							
							
								
								update minicpm to meet latest refactor ( #11937 )  
							
							 
							
							
							
						 
						
							2024-08-27 15:08:01 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								7c8c9a0670 
								
							 
						 
						
							
							
								
								Update benchmark script for NPU ( #11932 )  
							
							 
							
							
							
						 
						
							2024-08-27 14:41:14 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zijie Li 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								6c3eb1e1e8 
								
							 
						 
						
							
							
								
								refactor from_pretrained API for NPU ( #11927 )  
							
							 
							
							
							
						 
						
							2024-08-27 09:50:30 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xiangyu Tian 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								7ca557aada 
								
							 
						 
						
							
							
								
								LLM: Fix vLLM CPU convert error ( #11926 )  
							
							 
							
							
							
						 
						
							2024-08-27 09:22:19 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								c1d07bc626 
								
							 
						 
						
							
							
								
								Support streaming for lookup generation ( #11922 )  
							
							 
							
							... 
							
							
							
							* Support streaming for lookup generation
* Small update
* Style fixes
* Add origin generate full back for batch inference and beam search; support input length threshold judgement for directly input with input_ids
* Fix lookup stream generate with eos token
* Small fixes
* Small fix
* index fix
* Small fix 
							
						 
						
							2024-08-26 19:33:31 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									SONG Ge 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								019f725d4d 
								
							 
						 
						
							
							
								
								[NPU] Add support for running mp minicpm model on npu ( #11909 )  
							
							 
							
							... 
							
							
							
							* add initial support for npu minicpm mp
* fix minicpm-1b abnormal output error 
							
						 
						
							2024-08-26 17:52:55 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								24c279e0ae 
								
							 
						 
						
							
							
								
								Update IPEX_LLM_PERFORMANCE_MODE with input length threshold ( #11908 )  
							
							 
							
							... 
							
							
							
							* Update IPEX_LLM_PERFORMANCE_MODE with input length threshold
* Update based on comments. And and judgement for inputs_embeds
* Fix for benchmarking purposes
* Update based on comments
* Small fix 
							
						 
						
							2024-08-23 20:49:15 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								303a090a6b 
								
							 
						 
						
							
							
								
								Add lm_head optimization on NPU ( #11903 )  
							
							 
							
							
							
						 
						
							2024-08-23 15:51:07 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								23631cd357 
								
							 
						 
						
							
							
								
								disable lm_head opt for baichuan2-13b ( #11905 )  
							
							 
							
							
							
						 
						
							2024-08-23 15:39:47 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									hxsz1997 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								650e6e6ce4 
								
							 
						 
						
							
							
								
								Merge pull request  #11891  from hxsz1997/baichuan2-compresskv  
							
							 
							
							... 
							
							
							
							Add compress_kv for Baichuan2 
							
						 
						
							2024-08-23 06:09:58 +03:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								4a61f7d20d 
								
							 
						 
						
							
							
								
								update mlp of llama ( #11897 )  
							
							 
							
							... 
							
							
							
							* update mlp of llama
* relax threshold of  mlp test
* revert code 
							
						 
						
							2024-08-22 20:34:53 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								420ce7d164 
								
							 
						 
						
							
							
								
								Fix non-stop at eos token problem for lookup generation ( #11896 )  
							
							 
							
							... 
							
							
							
							* Fix non-stop by eos_token_id problem for lookup
* Small fix
* Add judgement when generation_config.eos_token_id is None
* Fix based on comments 
							
						 
						
							2024-08-22 18:55:59 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Huang, Xinshengzi 
								
							 
						 
						
							
							
							
							
								
							
							
								4cf03d6212 
								
							 
						 
						
							
							
								
								update baichuan-7b  
							
							 
							
							
							
						 
						
							2024-08-22 18:16:33 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Guancheng Fu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								278b191dc1 
								
							 
						 
						
							
							
								
								Fix optimize lm head error ( #11899 )  
							
							 
							
							
							
						 
						
							2024-08-22 17:45:26 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Wang, Jian4 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								5c4ed00593 
								
							 
						 
						
							
							
								
								Add lightweight-serving whisper asr example ( #11847 )  
							
							 
							
							... 
							
							
							
							* add asr init
* update for pp
* update style
* update readme
* update reamde 
							
						 
						
							2024-08-22 15:46:28 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Huang, Xinshengzi 
								
							 
						 
						
							
							
							
							
								
							
							
								eb1e65f8a9 
								
							 
						 
						
							
							
								
								add comment  
							
							 
							
							
							
						 
						
							2024-08-22 15:14:47 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Huang, Xinshengzi 
								
							 
						 
						
							
							
							
							
								
							
							
								a2be3d7501 
								
							 
						 
						
							
							
								
								add comment of compress kv in attention forward  
							
							 
							
							
							
						 
						
							2024-08-22 15:11:55 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Huang, Xinshengzi 
								
							 
						 
						
							
							
							
							
								
							
							
								ce7de77085 
								
							 
						 
						
							
							
								
								add comment of change in model forward  
							
							 
							
							
							
						 
						
							2024-08-22 14:29:27 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Huang, Xinshengzi 
								
							 
						 
						
							
							
							
							
								
							
							
								42398a0045 
								
							 
						 
						
							
							
								
								add comment  
							
							 
							
							
							
						 
						
							2024-08-22 13:17:13 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Huang, Xinshengzi 
								
							 
						 
						
							
							
							
							
								
							
							
								48a827aa07 
								
							 
						 
						
							
							
								
								fix typos  
							
							 
							
							
							
						 
						
							2024-08-22 11:35:47 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Huang, Xinshengzi 
								
							 
						 
						
							
							
							
							
								
							
							
								8a5df93de2 
								
							 
						 
						
							
							
								
								fix typos  
							
							 
							
							
							
						 
						
							2024-08-22 11:33:07 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Huang, Xinshengzi 
								
							 
						 
						
							
							
							
							
								
							
							
								01ed397e7a 
								
							 
						 
						
							
							
								
								fix typos  
							
							 
							
							
							
						 
						
							2024-08-22 11:31:25 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Huang, Xinshengzi 
								
							 
						 
						
							
							
							
							
								
							
							
								c6ed1c412d 
								
							 
						 
						
							
							
								
								fix typos  
							
							 
							
							
							
						 
						
							2024-08-22 11:26:49 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Huang, Xinshengzi 
								
							 
						 
						
							
							
							
							
								
							
							
								2a0aa9271b 
								
							 
						 
						
							
							
								
								fix typos  
							
							 
							
							
							
						 
						
							2024-08-22 11:23:22 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Huang, Xinshengzi 
								
							 
						 
						
							
							
							
							
								
							
							
								4adadddbbc 
								
							 
						 
						
							
							
								
								fix typos  
							
							 
							
							
							
						 
						
							2024-08-22 11:12:23 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Huang, Xinshengzi 
								
							 
						 
						
							
							
							
							
								
							
							
								6a5ca17afc 
								
							 
						 
						
							
							
								
								fix typoes  
							
							 
							
							
							
						 
						
							2024-08-22 11:09:58 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								72a7bf624b 
								
							 
						 
						
							
							
								
								Support qwen2-1.5b with fused decoderlayer optimization on NPU ( #11888 )  
							
							 
							
							
							
						 
						
							2024-08-22 11:09:12 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Huang, Xinshengzi 
								
							 
						 
						
							
							
							
							
								
							
							
								6bb9035788 
								
							 
						 
						
							
							
								
								fix typos  
							
							 
							
							
							
						 
						
							2024-08-22 11:08:48 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Huang, Xinshengzi 
								
							 
						 
						
							
							
							
							
								
							
							
								86248b0505 
								
							 
						 
						
							
							
								
								add compress_kv for baichuan2  
							
							 
							
							
							
						 
						
							2024-08-22 10:59:08 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								cc27321441 
								
							 
						 
						
							
							
								
								support chatglm4 in lookup ( #11855 )  
							
							 
							
							
							
						 
						
							2024-08-21 15:53:17 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								0236de3ac2 
								
							 
						 
						
							
							
								
								set IPEX_LLM_LAST_LM_HEAD=1 as default ( #11885 )  
							
							 
							
							
							
						 
						
							2024-08-21 15:06:12 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yang Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								209d42ab79 
								
							 
						 
						
							
							
								
								Refactor npu mp to make it easier to integrate new models ( #11873 )  
							
							 
							
							... 
							
							
							
							* Refactor npu mp to make it easier to integrate new models
* fix style
* move layer functions to base 
							
						 
						
							2024-08-20 20:58:47 -07:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Guancheng Fu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								537c0d2767 
								
							 
						 
						
							
							
								
								fix vllm qwen2 models ( #11879 )  
							
							 
							
							
							
						 
						
							2024-08-21 11:05:24 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								bd1e490d62 
								
							 
						 
						
							
							
								
								fix phi3 ( #11878 )  
							
							 
							
							
							
						 
						
							2024-08-21 10:31:41 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yang Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								bdaeee1d63 
								
							 
						 
						
							
							
								
								Fix run_decoders bug ( #11871 )  
							
							 
							
							
							
						 
						
							2024-08-20 12:04:59 -07:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								c3c058373f 
								
							 
						 
						
							
							
								
								Update compresskv model forward type logic ( #11868 )  
							
							 
							
							... 
							
							
							
							* update
* fix 
							
						 
						
							2024-08-20 18:11:37 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								d4ee0a89f3 
								
							 
						 
						
							
							
								
								optimize phi3 memory usage ( #11867 )  
							
							 
							
							
							
						 
						
							2024-08-20 17:32:51 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								2946420e14 
								
							 
						 
						
							
							
								
								add minicpmv 2.6 load_low_bit workaround ( #11856 )  
							
							 
							
							
							
						 
						
							2024-08-20 11:16:02 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yang Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								99b05ba1dc 
								
							 
						 
						
							
							
								
								separate prefill into a process ( #11787 )  
							
							 
							
							... 
							
							
							
							* seperate prefill into a process
* using model.share_memory()
* might work
* worked
* use long prompt
* refactor
* cleanup
* fix bug
* clean up
* changable inter and intra process stages
* refactor
* add max output len
* fix npu_model changes that may cause generate down
* fix npu_model generate import error
* fix generare forward error
---------
Co-authored-by: sgwhat <ge.song@intel.com> 
							
						 
						
							2024-08-19 17:53:36 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								9490781aec 
								
							 
						 
						
							
							
								
								optimize phi3 memory usage again ( #11848 )  
							
							 
							
							
							
						 
						
							2024-08-19 17:26:59 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								3cd4e87168 
								
							 
						 
						
							
							
								
								Support compress KV with quantize KV ( #11812 )  
							
							 
							
							... 
							
							
							
							* update llama
* support llama 4.41
* fix style
* support minicpm
* support qwen2
* support minicpm & update
* support chatglm4
* support chatglm
* remove print
* add DynamicCompressFp8Cache & support qwen
* support llama
* support minicpm phi3
* update chatglm2/4
* small fix & support qwen 4.42
* remove print 
							
						 
						
							2024-08-19 15:32:32 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zhao Changmin 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								6841a9ac8f 
								
							 
						 
						
							
							
								
								fix load low bit com dtype ( #11832 )  
							
							 
							
							
							
						 
						
							2024-08-19 13:43:19 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								96796f95cb 
								
							 
						 
						
							
							
								
								Update all-in-one benchmark prompts for continuation task & lookup update for minicpmv ( #11827 )  
							
							 
							
							... 
							
							
							
							* Update all-in-one benchmark prompts for continuation task
* Small fix
* Add pure-text benchmark support for minicpm-v-2_6
* Support lookahead for model.llm generate of minicpmv
* Add prompt reference
* Small update
* Small fix 
							
						 
						
							2024-08-16 17:16:35 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								e966e85df8 
								
							 
						 
						
							
							
								
								force lm_head optimization in any model if set environment variable ( #11830 )  
							
							 
							
							
							
						 
						
							2024-08-16 16:48:45 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								17a0beb21f 
								
							 
						 
						
							
							
								
								optimize qwen2-audio again ( #11825 )  
							
							 
							
							
							
						 
						
							2024-08-16 11:11:35 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								9e9086cc2a 
								
							 
						 
						
							
							
								
								Update IPEX_LLM_PERFORMANCE_MODE ( #11823 )  
							
							 
							
							
							
						 
						
							2024-08-16 09:48:36 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Wang, Jian4 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								5a80fd2633 
								
							 
						 
						
							
							
								
								Fix lightweight-serving no streaming resp on mtl ( #11822 )  
							
							 
							
							
							
						 
						
							2024-08-16 09:43:03 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Guancheng Fu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								e70ae0638e 
								
							 
						 
						
							
							
								
								Fix vLLM not convert issues ( #11817 )  
							
							 
							
							... 
							
							
							
							* Fix not convert issues
* refine 
							
						 
						
							2024-08-15 19:04:05 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								750d4ad5dc 
								
							 
						 
						
							
							
								
								fix minicpm-v-2 fp16 ( #11819 )  
							
							 
							
							
							
						 
						
							2024-08-15 18:34:40 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								828ab16537 
								
							 
						 
						
							
							
								
								fix phi3 and minicpmv cpu ( #11818 )  
							
							 
							
							
							
						 
						
							2024-08-15 17:43:29 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								4e178f0c5d 
								
							 
						 
						
							
							
								
								rewrite minicpmv optimization ( #11816 )  
							
							 
							
							
							
						 
						
							2024-08-15 17:27:12 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								07b7f13982 
								
							 
						 
						
							
							
								
								support and optimize qwen2-audio ( #11809 )  
							
							 
							
							
							
						 
						
							2024-08-15 14:59:04 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								9a93808fc5 
								
							 
						 
						
							
							
								
								fix and optimize minicpm v 2 ( #11799 )  
							
							 
							
							
							
						 
						
							2024-08-14 17:27:23 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								3d6cfa291d 
								
							 
						 
						
							
							
								
								optimize minicpm v 2.5 ( #11793 )  
							
							 
							
							
							
						 
						
							2024-08-14 16:07:24 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								356281cb80 
								
							 
						 
						
							
							
								
								Further all-in-one benchmark update continuation task ( #11784 )  
							
							 
							
							... 
							
							
							
							* Further update prompt for continuation task, and disable lookup candidate update strategy on MTL
* style fix 
							
						 
						
							2024-08-14 14:39:34 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								43cca3be27 
								
							 
						 
						
							
							
								
								fix gemma2 runtime error caused by sliding window ( #11788 )  
							
							 
							
							... 
							
							
							
							* fix runtime error
* revert workflow 
							
						 
						
							2024-08-14 10:43:33 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yang Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								51bcac1229 
								
							 
						 
						
							
							
								
								follow up on experimental support of fused decoder layer for llama2 ( #11785 )  
							
							 
							
							... 
							
							
							
							* clean up and support transpose value cache
* refine
* fix style
* fix style 
							
						 
						
							2024-08-13 18:53:55 -07:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								cb79dcda93 
								
							 
						 
						
							
							
								
								refactor llama convert to fix minicpm-v 2.5 optimization ( #11783 )  
							
							 
							
							
							
						 
						
							2024-08-14 09:29:57 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								7cd6ec9723 
								
							 
						 
						
							
							
								
								MiniCPM-V support compresskv ( #11779 )  
							
							 
							
							... 
							
							
							
							* fix check error
* fix other models
* remove print 
							
						 
						
							2024-08-13 19:03:40 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Qiyuan Gong 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								3998de14f0 
								
							 
						 
						
							
							
								
								Fix mistral forward_qkv in q4_0 ( #11781 )  
							
							 
							
							... 
							
							
							
							* Fix mistral forward_qkv without self.rotary_emb.base in q4_0.
* Replace apply_rotary_pos_emb_no_cache_xpu with rotary_half_inplaced.
* Revert https://github.com/intel-analytics/ipex-llm/pull/11765  
							
						 
						
							2024-08-13 16:48:19 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Heyang Sun 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								70c828b87c 
								
							 
						 
						
							
							
								
								deepspeed zero3 QLoRA finetuning ( #11625 )  
							
							 
							
							... 
							
							
							
							* deepspeed zero3 QLoRA finetuning
* Update convert.py
* Update low_bit_linear.py
* Update utils.py
* Update qlora_finetune_llama2_13b_arch_2_card.sh
* Update low_bit_linear.py
* Update alpaca_qlora_finetuning.py
* Update low_bit_linear.py
* Update utils.py
* Update convert.py
* Update alpaca_qlora_finetuning.py
* Update alpaca_qlora_finetuning.py
* Update low_bit_linear.py
* Update deepspeed_zero3.json
* Update qlora_finetune_llama2_13b_arch_2_card.sh
* Update low_bit_linear.py
* Update low_bit_linear.py
* Update utils.py
* fix style
* fix style
* Update alpaca_qlora_finetuning.py
* Update qlora_finetune_llama2_13b_arch_2_card.sh
* Update convert.py
* Update low_bit_linear.py
* Update model.py
* Update alpaca_qlora_finetuning.py
* Update low_bit_linear.py
* Update low_bit_linear.py
* Update low_bit_linear.py 
							
						 
						
							2024-08-13 16:15:29 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								a184b120c9 
								
							 
						 
						
							
							
								
								fix minicpm-v 2.5 ( #11780 )  
							
							 
							
							
							
						 
						
							2024-08-13 16:14:00 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Qiyuan Gong 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								a88c132e54 
								
							 
						 
						
							
							
								
								Reduce Mistral softmax memory only in low memory mode ( #11775 )  
							
							 
							
							... 
							
							
							
							* Reduce Mistral softmax memory only in low memory mode 
							
						 
						
							2024-08-13 14:50:54 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								aa861df066 
								
							 
						 
						
							
							
								
								use new fp32 softmax kernel ( #11776 )  
							
							 
							
							
							
						 
						
							2024-08-13 14:48:11 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								23d3acdc77 
								
							 
						 
						
							
							
								
								Add experimental support of fused decoder layer for llama2 ( #11768 )  
							
							 
							
							
							
						 
						
							2024-08-13 14:41:36 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								a1eb793f70 
								
							 
						 
						
							
							
								
								optimize minicpm v 2_6 firs token perf ( #11770 )  
							
							 
							
							
							
						 
						
							2024-08-13 09:51:18 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								841dbcdf3a 
								
							 
						 
						
							
							
								
								Fix compresskv with lookahead issue ( #11767 )  
							
							 
							
							... 
							
							
							
							* fix compresskv + lookahead attn_mask qwen2
* support llama chatglm
* support mistral & chatglm
* address comments
* revert run.py 
							
						 
						
							2024-08-12 18:53:55 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xu, Shuo 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								1b05caba2b 
								
							 
						 
						
							
							
								
								Set mistral fuse rope to false except fp6 & fp16 ( #11765 )  
							
							 
							
							... 
							
							
							
							* set mistral fuse rope to false except fp6 & fp16
* lint
* lint
---------
Co-authored-by: ATMxsp01 <shou.xu@intel.com> 
							
						 
						
							2024-08-12 17:25:07 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								8db34057b4 
								
							 
						 
						
							
							
								
								optimize lookahead init time ( #11769 )  
							
							 
							
							
							
						 
						
							2024-08-12 17:19:12 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								57d177738d 
								
							 
						 
						
							
							
								
								optimize minicpm-v-2_6 repetition penalty ( #11763 )  
							
							 
							
							
							
						 
						
							2024-08-12 14:10:10 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Wang, Jian4 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								245dba0abc 
								
							 
						 
						
							
							
								
								Fix lightweight-serving codegeex error ( #11759 )  
							
							 
							
							
							
						 
						
							2024-08-12 10:35:37 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								66fe2ee464 
								
							 
						 
						
							
							
								
								initial support of IPEX_LLM_PERFORMANCE_MODE  ( #11754 )  
							
							 
							
							... 
							
							
							
							* add perf mode
* update
* fix style 
							
						 
						
							2024-08-09 19:04:09 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								4b9c57cc60 
								
							 
						 
						
							
							
								
								Support compress kv with lookahead ( #11752 )  
							
							 
							
							... 
							
							
							
							* support compress kv with lookahead
* enough kv miss param 
							
						 
						
							2024-08-09 17:39:57 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								93455aac09 
								
							 
						 
						
							
							
								
								fix minicpm V 2.6 repeat output ( #11753 )  
							
							 
							
							
							
						 
						
							2024-08-09 17:39:24 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								7e917d6cfb 
								
							 
						 
						
							
							
								
								fix gptq of llama ( #11749 )  
							
							 
							
							... 
							
							
							
							* fix gptq of llama
* small fix 
							
						 
						
							2024-08-09 16:39:25 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								dd46c141bd 
								
							 
						 
						
							
							
								
								Phi3 support compresskv ( #11733 )  
							
							 
							
							... 
							
							
							
							* phi3 support compresskv
* fix phi3 mtl error
* fix conflict with quant kv
* fix abnormal on mtl
* fix style
* use slide windows size to compress kv
* support sliding window
* fix style
* fix style
* temp: partial support quant kv
* support quant kv with compress kv, todo: model check
* temp
* fix style
* fix style
* remove prepare
* address comment
* default -> 1.8k 
							
						 
						
							2024-08-09 15:43:43 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Qiyuan Gong 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								d8808cc2e3 
								
							 
						 
						
							
							
								
								Mistral apply_rotary_pos_emb_no_cache_xpu use rope_theta from config ( #11747 )  
							
							 
							
							... 
							
							
							
							mistral-7B-instruct-v0.2 and mistral-7B-instruct-v0.1 use different rope_theta (0.2 is 1e, 0.1 is 1e5). Pass self.config.rope_theta to apply_rotary_pos_emb_no_cache_xpu to avoid output difference. 
							
						 
						
							2024-08-09 10:35:51 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xiangyu Tian 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								044e486480 
								
							 
						 
						
							
							
								
								Fix vLLM CPU /chat endpoint ( #11748 )  
							
							 
							
							
							
						 
						
							2024-08-09 10:33:52 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								54cc9353db 
								
							 
						 
						
							
							
								
								support and optimize minicpm-v-2_6 ( #11738 )  
							
							 
							
							
							
						 
						
							2024-08-07 18:21:16 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								e956e71fc1 
								
							 
						 
						
							
							
								
								fix conflict with quant kv ( #11737 )  
							
							 
							
							
							
						 
						
							2024-08-07 18:10:30 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								00a5574c8a 
								
							 
						 
						
							
							
								
								Use merge_qkv to replace fused_qkv for llama2 ( #11727 )  
							
							 
							
							... 
							
							
							
							* update 4.38
* support new versions
* update
* fix style
* fix style
* update rope
* temp test sdpa
* fix style
* fix cpu ut 
							
						 
						
							2024-08-07 18:04:01 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								d2abc9711b 
								
							 
						 
						
							
							
								
								Fix MTL 4k input qwen2 compresskv error ( #11734 )  
							
							 
							
							... 
							
							
							
							* fix
* fix style 
							
						 
						
							2024-08-07 16:21:57 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								a71ae7c22b 
								
							 
						 
						
							
							
								
								Support minicpm compresskv & modify default compresskv config & default enable compresskv on mtl 2.5k~4.5k ( #11726 )  
							
							 
							
							... 
							
							
							
							* support minicpm & modify default & default enable on mtl 2.5k~4.5k
* fix style 
							
						 
						
							2024-08-07 11:35:39 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								c093f7d980 
								
							 
						 
						
							
							
								
								fix phi3 ( #11729 )  
							
							 
							
							
							
						 
						
							2024-08-07 09:39:46 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zijie Li 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								e7f7141781 
								
							 
						 
						
							
							
								
								Add benchmark util for transformers 4.42 ( #11725 )  
							
							 
							
							... 
							
							
							
							* add new benchmark_util.py
Add new benchmark_util.py for transformers>=4.43.1. The old one renamed to benchmark_util_prev.py.
* Small fix to import code
* Update __init__.py
* fix file names
* Update lint-python
Update lint-python to exclude benchmark_util_4_29.py
benchmark_util_4_43.py
* Update benchmark_util_4_43.py
* add benchmark_util for transformers 4.42 
							
						 
						
							2024-08-07 08:48:07 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								929675aa6b 
								
							 
						 
						
							
							
								
								support latest phi3 ( #11721 )  
							
							 
							
							
							
						 
						
							2024-08-06 15:52:55 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								bbdff6edeb 
								
							 
						 
						
							
							
								
								optimize internvl2 4b performance ( #11720 )  
							
							 
							
							
							
						 
						
							2024-08-06 14:25:08 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								f44b732aa8 
								
							 
						 
						
							
							
								
								support internvl2-4b ( #11718 )  
							
							 
							
							
							
						 
						
							2024-08-06 13:36:32 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zijie Li 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								8fb36b9f4a 
								
							 
						 
						
							
							
								
								add new benchmark_util.py ( #11713 )  
							
							 
							
							... 
							
							
							
							* add new benchmark_util.py 
							
						 
						
							2024-08-05 16:18:48 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Wang, Jian4 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								493cbd9a36 
								
							 
						 
						
							
							
								
								Support  lightweight-serving with internlm-xcomposer2-vl-7b multimodal  input ( #11703 )  
							
							 
							
							... 
							
							
							
							* init image_list
* enable internlm-xcomposer2 image input
* update style
* add readme
* update model
* update readme 
							
						 
						
							2024-08-05 09:36:04 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								aa98ef96fe 
								
							 
						 
						
							
							
								
								change mixed_precision to q6_k ( #11706 )  
							
							 
							
							
							
						 
						
							2024-08-02 15:55:16 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xiangyu Tian 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								1baa3efe0e 
								
							 
						 
						
							
							
								
								Optimizations for Pipeline Parallel Serving ( #11702 )  
							
							 
							
							... 
							
							
							
							Optimizations for Pipeline Parallel Serving 
							
						 
						
							2024-08-02 12:06:59 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								8d1e0bd2f4 
								
							 
						 
						
							
							
								
								add sdp causal support in llama ( #11705 )  
							
							 
							
							
							
						 
						
							2024-08-02 10:27:40 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								736a7ef72e 
								
							 
						 
						
							
							
								
								add sdp_causal for mistral 4.36 ( #11686 )  
							
							 
							
							... 
							
							
							
							* add sdp_causal for mistral
* fix
* update 
							
						 
						
							2024-08-01 18:57:31 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								45c730ff39 
								
							 
						 
						
							
							
								
								Chatglm support compresskv ( #11690 )  
							
							 
							
							... 
							
							
							
							* chatglm4 support compresskv
* fix
* fix style
* support chatglm2
* fix quantkv conflict
* fix style 
							
						 
						
							2024-08-01 18:20:20 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Guancheng Fu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								afeca38a47 
								
							 
						 
						
							
							
								
								Fix import vllm condition ( #11682 )  
							
							 
							
							
							
						 
						
							2024-07-31 13:50:01 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								54bf3a23a6 
								
							 
						 
						
							
							
								
								add fallback for unsupported k-quants ( #11691 )  
							
							 
							
							... 
							
							
							
							* add fallback
* fix style
* fix 
							
						 
						
							2024-07-31 11:39:58 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Wang, Jian4 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								b119825152 
								
							 
						 
						
							
							
								
								Remove tgi parameter validation ( #11688 )  
							
							 
							
							... 
							
							
							
							* remove validation
* add min warm up
* remove no need source 
							
						 
						
							2024-07-30 16:37:44 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								670ad887fc 
								
							 
						 
						
							
							
								
								Qwen support compress kv ( #11680 )  
							
							 
							
							... 
							
							
							
							* Qwen support compress kv
* fix style
* fix 
							
						 
						
							2024-07-30 11:16:42 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									hxsz1997 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								9b36877897 
								
							 
						 
						
							
							
								
								disable default quantize_kv of GQA on MTL ( #11679 )  
							
							 
							
							... 
							
							
							
							* disable default quantizekv of gqa in mtl
* fix stype
* fix stype
* fix stype
* fix stype
* fix stype
* fix stype 
							
						 
						
							2024-07-30 09:38:46 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								c02003925b 
								
							 
						 
						
							
							
								
								add mlp for gemma2 ( #11678 )  
							
							 
							
							
							
						 
						
							2024-07-29 16:10:23 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								6f999e6e90 
								
							 
						 
						
							
							
								
								add sdp for gemma2 ( #11677 )  
							
							 
							
							
							
						 
						
							2024-07-29 15:15:47 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								c11d5301d7 
								
							 
						 
						
							
							
								
								add sdp fp8 for llama ( #11671 )  
							
							 
							
							... 
							
							
							
							* add sdp fp8 for llama
* fix style
* refactor 
							
						 
						
							2024-07-29 13:46:22 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								7f88ce23cd 
								
							 
						 
						
							
							
								
								add more gemma2 optimization ( #11673 )  
							
							 
							
							
							
						 
						
							2024-07-29 11:13:00 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								3e8819734b 
								
							 
						 
						
							
							
								
								add basic gemma2 optimization ( #11672 )  
							
							 
							
							
							
						 
						
							2024-07-29 10:46:51 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Heyang Sun 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								ba01b85c13 
								
							 
						 
						
							
							
								
								empty cache only for 1st token but rest token to speed up ( #11665 )  
							
							 
							
							
							
						 
						
							2024-07-26 16:46:21 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								fc7f8feb83 
								
							 
						 
						
							
							
								
								Support compress kv ( #11642 )  
							
							 
							
							... 
							
							
							
							* mistral snapkv
* update
* mtl update
* update
* update
* update
* add comments
* style fix
* fix style
* support llama
* llama use compress kv
* support mistral 4.40
* fix style
* support diff transformers versions
* move snapkv util to kv
* fix style
* meet comments & small fix
* revert all in one
* fix indent
---------
Co-authored-by: leonardozcm <leonardo1997zcm@gmail.com> 
							
						 
						
							2024-07-26 16:02:00 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								6bcdc6cc8f 
								
							 
						 
						
							
							
								
								fix qwen2 cpu ( #11663 )  
							
							 
							
							
							
						 
						
							2024-07-26 13:41:51 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Wang, Jian4 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								23681fbf5c 
								
							 
						 
						
							
							
								
								Support codegeex4-9b for lightweight-serving ( #11648 )  
							
							 
							
							... 
							
							
							
							* add options, support prompt and not return end_token
* enable openai parameter
* set do_sample None and update style 
							
						 
						
							2024-07-26 09:41:03 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Guancheng Fu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								a4d30a8211 
								
							 
						 
						
							
							
								
								Change logic for detecting if vllm is available ( #11657 )  
							
							 
							
							... 
							
							
							
							* fix
* fix 
							
						 
						
							2024-07-25 15:24:19 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xiangyu Tian 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								4499d25c26 
								
							 
						 
						
							
							
								
								LLM: Fix ParallelLMHead convert in vLLM cpu ( #11654 )  
							
							 
							
							
							
						 
						
							2024-07-25 13:07:19 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								777e61d8c8 
								
							 
						 
						
							
							
								
								Fix qwen2 & int4 on NPU ( #11646 )  
							
							 
							
							
							
						 
						
							2024-07-24 13:14:39 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								1b3b46e54d 
								
							 
						 
						
							
							
								
								fix chatglm new model ( #11639 )  
							
							 
							
							
							
						 
						
							2024-07-23 13:44:56 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xiangyu Tian 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								060792a648 
								
							 
						 
						
							
							
								
								LLM: Refine Pipeline Parallel FastAPI ( #11587 )  
							
							 
							
							... 
							
							
							
							Refine Pipeline Parallel FastAPI 
							
						 
						
							2024-07-22 15:52:05 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Wang, Jian4 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								1eed0635f2 
								
							 
						 
						
							
							
								
								Add lightweight serving and support tgi parameter ( #11600 )  
							
							 
							
							... 
							
							
							
							* init tgi request
* update openai api
* update for pp
* update and add readme
* add to docker
* add start bash
* update
* update
* update 
							
						 
						
							2024-07-19 13:15:56 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xiangyu Tian 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								d27a8cd08c 
								
							 
						 
						
							
							
								
								Fix Pipeline Parallel dtype ( #11623 )  
							
							 
							
							
							
						 
						
							2024-07-19 13:07:40 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								d020ad6397 
								
							 
						 
						
							
							
								
								add save_low_bit support for DiskEmbedding ( #11621 )  
							
							 
							
							
							
						 
						
							2024-07-19 10:34:53 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Guoqiong Song 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								380717f50d 
								
							 
						 
						
							
							
								
								fix gemma for 4.41 ( #11531 )  
							
							 
							
							... 
							
							
							
							* fix gemma for 4.41 
							
						 
						
							2024-07-18 15:02:50 -07:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Guoqiong Song 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								5a6211fd56 
								
							 
						 
						
							
							
								
								fix minicpm for transformers>=4.39 ( #11533 )  
							
							 
							
							... 
							
							
							
							* fix minicpm for transformers>=4.39 
							
						 
						
							2024-07-18 15:01:57 -07:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								0209427cf4 
								
							 
						 
						
							
							
								
								Add disk_embedding parameter to support put Embedding layer on CPU ( #11617 )  
							
							 
							
							
							
						 
						
							2024-07-18 17:06:06 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xiangyu Tian 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								4594a3dd6c 
								
							 
						 
						
							
							
								
								LLM: Fix DummyLayer.weight device in Pipeline Parallel ( #11612 )  
							
							 
							
							
							
						 
						
							2024-07-18 13:39:34 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								f4077fa905 
								
							 
						 
						
							
							
								
								fix llama3-8b npu long input stuck ( #11613 )  
							
							 
							
							
							
						 
						
							2024-07-18 11:08:17 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zhao Changmin 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								e5c0058c0e 
								
							 
						 
						
							
							
								
								fix baichuan ( #11606 )  
							
							 
							
							
							
						 
						
							2024-07-18 09:43:36 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Guoqiong Song 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								d64711900a 
								
							 
						 
						
							
							
								
								Fix cohere model on transformers>=4.41 ( #11575 )  
							
							 
							
							... 
							
							
							
							* fix cohere model for 4-41 
							
						 
						
							2024-07-17 17:18:59 -07:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Wang, Jian4 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								9c15abf825 
								
							 
						 
						
							
							
								
								Refactor fastapi-serving and add one card serving( #11581 )  
							
							 
							
							... 
							
							
							
							* init fastapi-serving one card
* mv api code to source
* update worker
* update for style-check
* add worker
* update bash
* update
* update worker name and add readme
* rename update
* rename to fastapi 
							
						 
						
							2024-07-17 11:12:43 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								5837bc0014 
								
							 
						 
						
							
							
								
								fix chatglm3 npu output ( #11590 )  
							
							 
							
							
							
						 
						
							2024-07-16 18:16:30 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Guancheng Fu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								06930ab258 
								
							 
						 
						
							
							
								
								Enable ipex-llm optimization for lm head ( #11589 )  
							
							 
							
							... 
							
							
							
							* basic
* Modify convert.py
* fix 
							
						 
						
							2024-07-16 16:48:44 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								99c22745b2 
								
							 
						 
						
							
							
								
								fix qwen 14b fp6 abnormal output ( #11583 )  
							
							 
							
							
							
						 
						
							2024-07-16 10:59:00 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								c279849d27 
								
							 
						 
						
							
							
								
								add disk embedding api ( #11585 )  
							
							 
							
							
							
						 
						
							2024-07-16 10:43:39 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xiangyu Tian 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								79c742dfd5 
								
							 
						 
						
							
							
								
								LLM: Add XPU Memory Optimizations for Pipeline Parallel ( #11567 )  
							
							 
							
							... 
							
							
							
							Add XPU Memory Optimizations for Pipeline Parallel 
							
						 
						
							2024-07-16 09:44:50 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								019da6c0ab 
								
							 
						 
						
							
							
								
								use mlp silu_mul fusion in qwen2 to optimize memory usage ( #11574 )  
							
							 
							
							
							
						 
						
							2024-07-13 16:32:54 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								a945500a98 
								
							 
						 
						
							
							
								
								fix internlm xcomposser stream chat ( #11564 )  
							
							 
							
							
							
						 
						
							2024-07-11 18:21:17 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zhao Changmin 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								b9c66994a5 
								
							 
						 
						
							
							
								
								add npu sdp ( #11562 )  
							
							 
							
							
							
						 
						
							2024-07-11 16:57:35 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								2b8ad8731e 
								
							 
						 
						
							
							
								
								Support pipeline parallel for glm-4v ( #11545 )  
							
							 
							
							
							
						 
						
							2024-07-11 16:06:06 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xiangyu Tian 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								7f5111a998 
								
							 
						 
						
							
							
								
								LLM: Refine start script for Pipeline Parallel Serving ( #11557 )  
							
							 
							
							... 
							
							
							
							Refine start script and readme for Pipeline Parallel Serving 
							
						 
						
							2024-07-11 15:45:27 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zhao Changmin 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								105e124752 
								
							 
						 
						
							
							
								
								optimize phi3-v encoder npu performance and add multimodal example ( #11553 )  
							
							 
							
							... 
							
							
							
							* phi3-v
* readme 
							
						 
						
							2024-07-11 13:59:14 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Cengguang Zhang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								70ab1a6f1a 
								
							 
						 
						
							
							
								
								LLM: unify memory optimization env variables. ( #11549 )  
							
							 
							
							... 
							
							
							
							* LLM: unify memory optimization env variables.
* fix comments. 
							
						 
						
							2024-07-11 11:01:28 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								994e49a510 
								
							 
						 
						
							
							
								
								optimize internlm xcomposser performance again ( #11551 )  
							
							 
							
							
							
						 
						
							2024-07-10 17:08:56 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								82f9514303 
								
							 
						 
						
							
							
								
								optimize internlm xcomposer2 performance ( #11550 )  
							
							 
							
							
							
						 
						
							2024-07-10 15:57:04 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zhao Changmin 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								3c16c9f725 
								
							 
						 
						
							
							
								
								Optimize baichuan on NPU ( #11548 )  
							
							 
							
							... 
							
							
							
							* baichuan_npu 
							
						 
						
							2024-07-10 13:18:48 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								7dc6756d86 
								
							 
						 
						
							
							
								
								add disk embedding ( #11543 )  
							
							 
							
							
							
						 
						
							2024-07-09 17:38:40 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								99b2802d3b 
								
							 
						 
						
							
							
								
								optimize qewn2 memory ( #11535 )  
							
							 
							
							
							
						 
						
							2024-07-09 17:14:01 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								2929eb262e 
								
							 
						 
						
							
							
								
								support npu glm4 ( #11539 )  
							
							 
							
							
							
						 
						
							2024-07-09 15:46:49 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xiangyu Tian 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								a1cede926d 
								
							 
						 
						
							
							
								
								Fix update_kv_cache in Pipeline-Parallel-Serving for glm4-9b model ( #11537 )  
							
							 
							
							
							
						 
						
							2024-07-09 14:08:04 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								c26651f91f 
								
							 
						 
						
							
							
								
								add mistral npu support ( #11523 )  
							
							 
							
							
							
						 
						
							2024-07-08 13:17:15 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								252426793b 
								
							 
						 
						
							
							
								
								Fix setting of use_quantize_kv_cache on different GPU in pipeline parallel ( #11516 )  
							
							 
							
							
							
						 
						
							2024-07-08 09:27:01 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								7cb09a8eac 
								
							 
						 
						
							
							
								
								optimize qwen2 memory usage again ( #11520 )  
							
							 
							
							
							
						 
						
							2024-07-05 17:32:34 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zhao Changmin 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								f7e957aaf9 
								
							 
						 
						
							
							
								
								Clean npu dtype branch ( #11515 )  
							
							 
							
							... 
							
							
							
							* clean branch
* create_npu_kernels 
							
						 
						
							2024-07-05 15:45:26 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								14ce058004 
								
							 
						 
						
							
							
								
								add chatglm3 npu support ( #11518 )  
							
							 
							
							
							
						 
						
							2024-07-05 15:31:27 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xin Qiu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								a31f2cbe13 
								
							 
						 
						
							
							
								
								update minicpm.py ( #11517 )  
							
							 
							
							... 
							
							
							
							* update minicpm
* meet code review 
							
						 
						
							2024-07-05 15:25:44 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zhao Changmin 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								24de13fc45 
								
							 
						 
						
							
							
								
								Optimize stablelm on NPU ( #11512 )  
							
							 
							
							... 
							
							
							
							* stablelm_optimize 
							
						 
						
							2024-07-05 14:21:57 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xiangyu Tian 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								7d8bc83415 
								
							 
						 
						
							
							
								
								LLM: Partial Prefilling for Pipeline Parallel Serving ( #11457 )  
							
							 
							
							... 
							
							
							
							LLM: Partial Prefilling for Pipeline Parallel Serving 
							
						 
						
							2024-07-05 13:10:35 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								60de428b37 
								
							 
						 
						
							
							
								
								Support pipeline parallel for qwen-vl ( #11503 )  
							
							 
							
							
							
						 
						
							2024-07-04 18:03:57 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zhao Changmin 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								57b8adb189 
								
							 
						 
						
							
							
								
								[WIP] Support npu load_low_bit method ( #11502 )  
							
							 
							
							... 
							
							
							
							* npu_load_low_bit 
							
						 
						
							2024-07-04 17:15:34 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								1a8bab172e 
								
							 
						 
						
							
							
								
								add minicpm 1B/2B npu support ( #11507 )  
							
							 
							
							
							
						 
						
							2024-07-04 16:31:04 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								bb0a84044b 
								
							 
						 
						
							
							
								
								add qwen2 npu support ( #11504 )  
							
							 
							
							
							
						 
						
							2024-07-04 11:01:25 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xin Qiu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								f84ca99b9f 
								
							 
						 
						
							
							
								
								optimize gemma2 rmsnorm ( #11500 )  
							
							 
							
							
							
						 
						
							2024-07-03 15:21:03 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								9274282ef7 
								
							 
						 
						
							
							
								
								Support pipeline parallel for glm-4-9b-chat ( #11463 )  
							
							 
							
							
							
						 
						
							2024-07-03 14:25:28 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								d97c2664ce 
								
							 
						 
						
							
							
								
								use new fuse rope in stablelm family ( #11497 )  
							
							 
							
							
							
						 
						
							2024-07-03 11:08:26 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zhao Changmin 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								6a0134a9b2 
								
							 
						 
						
							
							
								
								support q4_0_rtn  ( #11477 )  
							
							 
							
							... 
							
							
							
							* q4_0_rtn 
							
						 
						
							2024-07-02 16:57:02 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								5e967205ac 
								
							 
						 
						
							
							
								
								remove the code converts input to fp16 before calling batch forward kernel ( #11489 )  
							
							 
							
							
							
						 
						
							2024-07-02 16:23:53 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								ec3a912ab6 
								
							 
						 
						
							
							
								
								optimize npu llama long context performance ( #11478 )  
							
							 
							
							
							
						 
						
							2024-07-01 16:49:23 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								48ad482d3d 
								
							 
						 
						
							
							
								
								Fix import error caused by pydantic on cpu ( #11474 )  
							
							 
							
							
							
						 
						
							2024-07-01 15:49:49 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								39bcb33a67 
								
							 
						 
						
							
							
								
								add sdp support for stablelm 3b ( #11473 )  
							
							 
							
							
							
						 
						
							2024-07-01 14:56:15 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zhao Changmin 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								cf8eb7b128 
								
							 
						 
						
							
							
								
								Init NPU quantize method and support q8_0_rtn ( #11452 )  
							
							 
							
							... 
							
							
							
							* q8_0_rtn
* fix float point 
							
						 
						
							2024-07-01 13:45:07 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								319a3b36b2 
								
							 
						 
						
							
							
								
								fix npu llama2 ( #11471 )  
							
							 
							
							
							
						 
						
							2024-07-01 10:14:11 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									SONG Ge 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								a414e3ff8a 
								
							 
						 
						
							
							
								
								add pipeline parallel support with load_low_bit ( #11414 )  
							
							 
							
							
							
						 
						
							2024-06-28 10:17:56 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								987017ef47 
								
							 
						 
						
							
							
								
								Update pipeline parallel serving for more model support ( #11428 )  
							
							 
							
							
							
						 
						
							2024-06-27 18:21:01 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								029ff15d28 
								
							 
						 
						
							
							
								
								optimize npu llama2 first token performance ( #11451 )  
							
							 
							
							
							
						 
						
							2024-06-27 17:37:33 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Qiyuan Gong 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								4e4ecd5095 
								
							 
						 
						
							
							
								
								Control sys.modules ipex duplicate check with BIGDL_CHECK_DUPLICATE_IMPORT ( #11453 )  
							
							 
							
							... 
							
							
							
							* Control sys.modules ipex duplicate check with BIGDL_CHECK_DUPLICATE_IMPORT。 
							
						 
						
							2024-06-27 17:21:45 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								c6e5ad668d 
								
							 
						 
						
							
							
								
								fix internlm xcomposser meta-instruction typo ( #11448 )  
							
							 
							
							
							
						 
						
							2024-06-27 15:29:43 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								f89ca23748 
								
							 
						 
						
							
							
								
								optimize npu llama2 perf again ( #11445 )  
							
							 
							
							
							
						 
						
							2024-06-27 15:13:42 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								2a0f8087e3 
								
							 
						 
						
							
							
								
								optimize qwen2 gpu memory usage again ( #11435 )  
							
							 
							
							
							
						 
						
							2024-06-26 16:52:29 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Shaojun Liu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								ab9f7f3ac5 
								
							 
						 
						
							
							
								
								FIX: Qwen1.5-GPTQ-Int4 inference error ( #11432 )  
							
							 
							
							... 
							
							
							
							* merge_qkv if quant_method is 'gptq'
* fix python style checks
* refactor
* update GPU example 
							
						 
						
							2024-06-26 15:36:22 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Guancheng Fu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								99cd16ef9f 
								
							 
						 
						
							
							
								
								Fix error while using pipeline parallism ( #11434 )  
							
							 
							
							
							
						 
						
							2024-06-26 15:33:47 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								ca0e69c3a7 
								
							 
						 
						
							
							
								
								optimize npu llama perf again ( #11431 )  
							
							 
							
							
							
						 
						
							2024-06-26 10:52:54 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								9f6e5b4fba 
								
							 
						 
						
							
							
								
								optimize llama npu perf ( #11426 )  
							
							 
							
							
							
						 
						
							2024-06-25 17:43:20 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								e473b8d946 
								
							 
						 
						
							
							
								
								Add more qwen1.5 and qwen2 support for pipeline parallel inference ( #11423 )  
							
							 
							
							
							
						 
						
							2024-06-25 15:49:32 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								aacc1fd8c0 
								
							 
						 
						
							
							
								
								Fix shape error when run qwen1.5-14b using deepspeed autotp ( #11420 )  
							
							 
							
							
							
						 
						
							2024-06-25 13:48:37 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xiangyu Tian 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								8ddae22cfb 
								
							 
						 
						
							
							
								
								LLM: Refactor Pipeline-Parallel-FastAPI example ( #11319 )  
							
							 
							
							... 
							
							
							
							Initially Refactor for Pipeline-Parallel-FastAPI example 
							
						 
						
							2024-06-25 13:30:36 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xin Qiu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								9e4ee61737 
								
							 
						 
						
							
							
								
								rename BIGDL_OPTIMIZE_LM_HEAD to IPEX_LLM_LAST_LM_HEAD and add qwen2  ( #11418 )  
							
							 
							
							
							
						 
						
							2024-06-24 18:42:37 +08:00