Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								a9e3f7f14c 
								
							 
						 
						
							
							
								
								optimize minicpm ( #12496 )  
							
							 
							
							
							
						 
						
							2024-12-04 17:14:16 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								e0bf0054e1 
								
							 
						 
						
							
							
								
								small fix ( #12493 )  
							
							 
							
							
							
						 
						
							2024-12-04 16:37:39 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Kai Huang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								7ff4533b39 
								
							 
						 
						
							
							
								
								Support hf generate ( #12477 )  
							
							 
							
							... 
							
							
							
							* generate
* style
* update
* remove timing
* style
* style
* combine generate api
* simple in kwargs 
							
						 
						
							2024-12-04 16:31:09 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								ef4028ac2d 
								
							 
						 
						
							
							
								
								[NPU] Support split lm_head for Qwen2 with CPP ( #12491 )  
							
							 
							
							... 
							
							
							
							* Use split for Qwen2 lm_head instead of slice in optimize_pre
* Support split lm_head in Qwen2 python cpp backend
* Fit with Python acc lib pipeline
* Removed default mixed_precision=True in all-in-one and related examples
* Small fix
* Style fix
* Fix based on comments
* Fix based on comments
* Stype fix 
							
						 
						
							2024-12-04 14:41:08 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								5629fdd518 
								
							 
						 
						
							
							
								
								optimize qwen2_vl multiple image input or video input ( #12487 )  
							
							 
							
							
							
						 
						
							2024-12-04 09:24:38 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								c59284418c 
								
							 
						 
						
							
							
								
								Hotfix of BCE-Emdedding model ( #12490 )  
							
							 
							
							
							
						 
						
							2024-12-03 18:16:04 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								4ac66db034 
								
							 
						 
						
							
							
								
								[NPU] Support streaming in Python (cpp backend) ( #12488 )  
							
							 
							
							... 
							
							
							
							* Support streaming in NPU Python (cpp backend)
* Small fix 
							
						 
						
							2024-12-03 17:17:26 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jin, Qiao 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								7082844f3f 
								
							 
						 
						
							
							
								
								Fix NPU LLM example save/load tokenizer ( #12485 )  
							
							 
							
							
							
						 
						
							2024-12-03 16:30:55 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jin, Qiao 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								5fe766788e 
								
							 
						 
						
							
							
								
								Fix MiniCPM-V-2_6 running on NPU ( #12486 )  
							
							 
							
							
							
						 
						
							2024-12-03 16:16:29 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								598603bea6 
								
							 
						 
						
							
							
								
								small fix of imatrix ( #12480 )  
							
							 
							
							
							
						 
						
							2024-12-03 10:46:36 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								ab01753b1c 
								
							 
						 
						
							
							
								
								[NPU] update save-load API usage ( #12473 )  
							
							 
							
							
							
						 
						
							2024-12-03 09:46:15 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								26adb82ee3 
								
							 
						 
						
							
							
								
								[NPU] Remove hard code ( #12479 )  
							
							 
							
							
							
						 
						
							2024-12-02 18:26:07 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								b2e56a2e03 
								
							 
						 
						
							
							
								
								Add release support for option xpu_arc ( #12422 )  
							
							 
							
							... 
							
							
							
							* Add release support for xpu-arc
* Dependency update 
							
						 
						
							2024-12-02 17:16:04 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								aee9acb303 
								
							 
						 
						
							
							
								
								Add NPU QuickStart & update example links ( #12470 )  
							
							 
							
							... 
							
							
							
							* Add initial NPU quickstart (c++ part unfinished)
* Small update
* Update based on comments
* Update main readme
* Remove LLaMA description
* Small fix
* Small fix
* Remove subsection link in main README
* Small fix
* Update based on comments
* Small fix
* TOC update and other small fixes
* Update for Chinese main readme
* Update based on comments and other small fixes
* Change order 
							
						 
						
							2024-12-02 17:03:10 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jin, Qiao 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								31c69a8d31 
								
							 
						 
						
							
							
								
								Fix MiniCPM-V models running on NPU ( #12478 )  
							
							 
							
							
							
						 
						
							2024-12-02 16:29:46 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								54d9a590d4 
								
							 
						 
						
							
							
								
								[NPU]Fix eos_token setting ( #12475 )  
							
							 
							
							
							
						 
						
							2024-12-02 14:18:22 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Guancheng Fu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								59bd4a214f 
								
							 
						 
						
							
							
								
								add vLLM glm4 fix ( #12474 )  
							
							 
							
							
							
						 
						
							2024-12-02 14:05:16 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								4b6c3160be 
								
							 
						 
						
							
							
								
								Support imatrix-guided quantization for NPU CW ( #12468 )  
							
							 
							
							... 
							
							
							
							* init commit
* remove print
* add interface
* fix
* fix
* fix style 
							
						 
						
							2024-12-02 11:31:26 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								f99f188023 
								
							 
						 
						
							
							
								
								Hotfix of benchmark script ( #12467 )  
							
							 
							
							
							
						 
						
							2024-11-29 14:00:59 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								c911026f03 
								
							 
						 
						
							
							
								
								[NPU C++] Update model support & examples & benchmark  ( #12466 )  
							
							 
							
							
							
						 
						
							2024-11-29 13:35:58 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								14d8d3d8af 
								
							 
						 
						
							
							
								
								Integrate NPU C++ imple into ipex-llm ( #12461 )  
							
							 
							
							
							
						 
						
							2024-11-29 09:25:37 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								490bb0ca53 
								
							 
						 
						
							
							
								
								[NPU] update fused layers for GW ( #12459 )  
							
							 
							
							... 
							
							
							
							* update fused layers for GW
* fix
* fix llama condition for glm model
* update 
							
						 
						
							2024-11-28 17:14:30 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								1b533a105c 
								
							 
						 
						
							
							
								
								[NPU] Add env to enable scale search ( #12462 )  
							
							 
							
							... 
							
							
							
							* add env enable scale search
* address comment
* move logic 
							
						 
						
							2024-11-28 17:06:00 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Heyang Sun 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								d272f6b471 
								
							 
						 
						
							
							
								
								remove nf4 unsupport comment in cpu finetuning ( #12460 )  
							
							 
							
							... 
							
							
							
							Co-authored-by: Ariadne <wyn2000330@126.com> 
							
						 
						
							2024-11-28 13:26:46 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								b29da30205 
								
							 
						 
						
							
							
								
								[NPU] Update C++ L0 ( #12458 )  
							
							 
							
							... 
							
							
							
							* update
* fix style 
							
						 
						
							2024-11-27 22:08:48 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								6f3441ba4c 
								
							 
						 
						
							
							
								
								fix glm4-9b overflow ( #12455 )  
							
							 
							
							
							
						 
						
							2024-11-27 17:39:13 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								281c9b0bb9 
								
							 
						 
						
							
							
								
								[NPU] Add L0 support for NPU C++ ( #12454 )  
							
							 
							
							... 
							
							
							
							* add L0 models support
* meet review
* fix style 
							
						 
						
							2024-11-27 17:04:13 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Chu,Youcheng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								ce6fcaa9ba 
								
							 
						 
						
							
							
								
								update transformers version in example of glm4 ( #12453 )  
							
							 
							
							... 
							
							
							
							* fix: update transformers version in example of glm4
* fix: textual adjustments
* fix: texual adjustment 
							
						 
						
							2024-11-27 15:02:25 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								effb9bb41c 
								
							 
						 
						
							
							
								
								Small update to LangChain examples readme ( #12452 )  
							
							 
							
							
							
						 
						
							2024-11-27 14:02:25 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Chu,Youcheng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								acd77d9e87 
								
							 
						 
						
							
							
								
								Remove env variable BIGDL_LLM_XMX_DISABLED in documentation ( #12445 )  
							
							 
							
							... 
							
							
							
							* fix: remove BIGDL_LLM_XMX_DISABLED in mddocs
* fix: remove set SYCL_CACHE_PERSISTENT=1 in example
* fix: remove BIGDL_LLM_XMX_DISABLED in workflows
* fix: merge igpu and A-series Graphics
* fix: remove set BIGDL_LLM_XMX_DISABLED=1 in example
* fix: remove BIGDL_LLM_XMX_DISABLED in workflows
* fix: merge igpu and A-series Graphics
* fix: textual adjustment
* fix: textual adjustment
* fix: textual adjustment 
							
						 
						
							2024-11-27 11:16:36 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								f8c2bb2943 
								
							 
						 
						
							
							
								
								[NPU] optimize qwen2 prefill performance for C++ ( #12451 )  
							
							 
							
							
							
						 
						
							2024-11-27 10:46:18 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								7b40f9b372 
								
							 
						 
						
							
							
								
								[NPU] Support GW for NPU C++ ( #12450 )  
							
							 
							
							
							
						 
						
							2024-11-26 17:46:40 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jin, Qiao 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								c2efa264d9 
								
							 
						 
						
							
							
								
								Update LangChain examples to use upstream ( #12388 )  
							
							 
							
							... 
							
							
							
							* Update LangChain examples to use upstream
* Update README and fix links
* Update LangChain CPU examples to use upstream
* Update LangChain CPU voice_assistant example
* Update CPU README
* Update GPU README
* Remove GPU Langchain vLLM example and fix comments
* Change langchain -> LangChain
* Add reference for both upstream llms and embeddings
* Fix comments
* Fix comments
* Fix comments
* Fix comments
* Fix comment 
							
						 
						
							2024-11-26 16:43:15 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								24b46b2b19 
								
							 
						 
						
							
							
								
								[NPU] further fix  of qwen2 int8 pipeline & C++ ( #12449 )  
							
							 
							
							... 
							
							
							
							* fix
* fix style 
							
						 
						
							2024-11-26 16:39:39 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								303b104c10 
								
							 
						 
						
							
							
								
								Fix abnormal output for Qwen2-7B when sym_int8 ( #12446 )  
							
							 
							
							
							
						 
						
							2024-11-26 15:53:04 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								52c17fe104 
								
							 
						 
						
							
							
								
								Optimize first token of C++ NPU by adding npu_dpu_groups ( #12443 )  
							
							 
							
							... 
							
							
							
							* add npu_dpu_groups
* add check for env
* fix style 
							
						 
						
							2024-11-26 11:41:32 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jinhe 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								66bd7abae4 
								
							 
						 
						
							
							
								
								add sdxl and lora-lcm optimization ( #12444 )  
							
							 
							
							... 
							
							
							
							* add sdxl and lora-lcm optimization
* fix openjourney speed drop 
							
						 
						
							2024-11-26 11:38:09 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								0e23bd779f 
								
							 
						 
						
							
							
								
								Add support of llama3.2 for NPU C++ ( #12442 )  
							
							 
							
							... 
							
							
							
							* initial support of  llama3.2
* update
* update
* fix style
* fix style
* fix
* small fix 
							
						 
						
							2024-11-26 09:26:55 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								cdd41f5e4c 
								
							 
						 
						
							
							
								
								optimize sdxl again ( #12441 )  
							
							 
							
							
							
						 
						
							2024-11-25 17:46:46 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								b9abb8a285 
								
							 
						 
						
							
							
								
								Support qwen2.5 3B for NPU & update related examples ( #12438 )  
							
							 
							
							... 
							
							
							
							* update qwen2.5-3B
* update convert
* small fix
* replace load_in_low_bit with low_bit
* small fix 
							
						 
						
							2024-11-25 16:38:31 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jinhe 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								b633fbf26c 
								
							 
						 
						
							
							
								
								add chinese prompt troubleshooting for npu cpp examples ( #12437 )  
							
							 
							
							... 
							
							
							
							* add chinese prompt troubleshooting
* add chinese prompt troubleshooting 
							
						 
						
							2024-11-25 15:28:47 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								8164aed802 
								
							 
						 
						
							
							
								
								small change ( #12439 )  
							
							 
							
							
							
						 
						
							2024-11-25 14:35:49 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								be132c4209 
								
							 
						 
						
							
							
								
								fix and optimize sd ( #12436 )  
							
							 
							
							
							
						 
						
							2024-11-25 14:09:48 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								f41405368a 
								
							 
						 
						
							
							
								
								Support minicpm for NPU C++ ( #12434 )  
							
							 
							
							... 
							
							
							
							* support minicpm-1b
* update
* tune fused_layers
* update readme.md 
							
						 
						
							2024-11-25 10:42:02 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								0819fad34e 
								
							 
						 
						
							
							
								
								support Llama2-7B / Llama3-8B for NPU C++ ( #12431 )  
							
							 
							
							... 
							
							
							
							* support llama2
* update
* support fused_layers=4 for Llama2-7B 
							
						 
						
							2024-11-22 18:47:19 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								4ffa6c752c 
								
							 
						 
						
							
							
								
								New convert support for C++ NPU ( #12430 )  
							
							 
							
							... 
							
							
							
							* initial commit
* fix
* fix style
* fix style
* fix
* fix 
							
						 
						
							2024-11-22 14:28:30 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								e61ae88c5b 
								
							 
						 
						
							
							
								
								Upgrade denpendency for xpu_lnl and xpu_arl option ( #12424 )  
							
							 
							
							
							
						 
						
							2024-11-21 18:37:15 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								2935e97610 
								
							 
						 
						
							
							
								
								small fix of cpp readme( #12425 )  
							
							 
							
							
							
						 
						
							2024-11-21 18:21:34 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								8fdc36c140 
								
							 
						 
						
							
							
								
								Optimize with new batch kernel when batch_size=1 on LNL ( #12419 )  
							
							 
							
							... 
							
							
							
							* Add use batch kernel condition for LNL
* Fix for other device judgement
* Fix based on comment 
							
						 
						
							2024-11-21 16:21:35 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jinhe 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								7e0a840f74 
								
							 
						 
						
							
							
								
								add optimization to openjourney ( #12423 )  
							
							 
							
							... 
							
							
							
							* add optimization to openjourney
* add optimization to openjourney 
							
						 
						
							2024-11-21 15:23:51 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								145e8b480f 
								
							 
						 
						
							
							
								
								update batch kernel condition ( #12421 )  
							
							 
							
							
							
						 
						
							2024-11-21 10:12:46 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								7288c759ce 
								
							 
						 
						
							
							
								
								Initial NPU C++ Example ( #12417 )  
							
							 
							
							... 
							
							
							
							* temp save
* meet review, update
* update
* meet review, add license
* typo 
							
						 
						
							2024-11-21 10:09:26 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jinhe 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								d2a37b6ab2 
								
							 
						 
						
							
							
								
								add Stable diffusion examples ( #12418 )  
							
							 
							
							... 
							
							
							
							* add openjourney example
* add timing
* add stable diffusion to model page
* 4.1 fix
* small fix 
							
						 
						
							2024-11-20 17:18:36 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								54c62feb74 
								
							 
						 
						
							
							
								
								[NPU] dump prefill IR for further C++ solution ( #12402 )  
							
							 
							
							... 
							
							
							
							* save prefill ir
* fix
* shorten convert time
* fix
* fix
* fix
* fix
* fix style
* dump config.json
* meet review
* small fix 
							
						 
						
							2024-11-20 15:20:05 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									SONG Ge 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								ff3f7cb25f 
								
							 
						 
						
							
							
								
								Fix speech_paraformer issue with unexpected changes ( #12416 )  
							
							 
							
							... 
							
							
							
							* Fix speech_paraformer issue with unexpected changes
* Add paraformer version specified 
							
						 
						
							2024-11-19 15:01:20 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								a69395f31f 
								
							 
						 
						
							
							
								
								Support performance mode of GLM4 model ( #12401 )  
							
							 
							
							... 
							
							
							
							* Initial support of prepare generation args for transformers 445
* Small fix to chatglm4 model optimization
* Small fix
* fix glm4 position id
* fix glm4 error
* Small change in conditon & fix based on comments
* Style fixes
---------
Co-authored-by: cyita <yitastudy@gmail.com> 
							
						 
						
							2024-11-18 18:46:52 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Song Fuchang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								d2c821d458 
								
							 
						 
						
							
							
								
								Add missing arguments in pipeline parallel generate method ( #12142 )  
							
							 
							
							... 
							
							
							
							Add two arguments: negative_prompt_ids and negative_prompt_attention_mask to generate method in pipeline_parallel.py. 
							
						 
						
							2024-11-18 13:50:18 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								3d5fbf2069 
								
							 
						 
						
							
							
								
								update batch kernel condition ( #12408 )  
							
							 
							
							
							
						 
						
							2024-11-15 13:47:05 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								d4d949443f 
								
							 
						 
						
							
							
								
								[NPU] change attention_mask to fp16 ( #12400 )  
							
							 
							
							
							
						 
						
							2024-11-14 17:20:29 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Qiyuan Gong 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								7e50ff113c 
								
							 
						 
						
							
							
								
								Add padding_token=eos_token for GPU trl QLora example ( #12398 )  
							
							 
							
							... 
							
							
							
							* Avoid tokenizer doesn't have a padding token error. 
							
						 
						
							2024-11-14 10:51:30 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									SONG Ge 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								d2cbcb060c 
								
							 
						 
						
							
							
								
								Add initial support for modeling_xlm encoder on NPU ( #12393 )  
							
							 
							
							... 
							
							
							
							* Add initial support for modeling_xlm encoder on NPU
* Add EmbeddingModel class to keep the same usage with bce and npu fp16 linear convert
* Optimize currently implementation to support EmbeddingModel.encode API and convert other torch modules to NPU
* Add related example and documents 
							
						 
						
							2024-11-14 10:50:27 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								59b01fa7d2 
								
							 
						 
						
							
							
								
								small fix ( #12397 )  
							
							 
							
							
							
						 
						
							2024-11-14 10:03:36 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								00fce5c940 
								
							 
						 
						
							
							
								
								use new q4_0 batch kernel ( #12396 )  
							
							 
							
							
							
						 
						
							2024-11-13 18:37:34 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								d6d63d6b84 
								
							 
						 
						
							
							
								
								[NPU] Qwen prefill attn_mask type hotfix ( #12395 )  
							
							 
							
							... 
							
							
							
							* qwen prefill attn_mask type fp16
* update 
							
						 
						
							2024-11-13 17:51:34 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								9220babaab 
								
							 
						 
						
							
							
								
								qwen prefill attn_mask type fp16 ( #12394 )  
							
							 
							
							
							
						 
						
							2024-11-13 17:45:26 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								1158f91648 
								
							 
						 
						
							
							
								
								Fix llava with multi-image inputs ( #12384 )  
							
							 
							
							
							
						 
						
							2024-11-13 09:27:50 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Guancheng Fu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								0ee54fc55f 
								
							 
						 
						
							
							
								
								Upgrade to vllm 0.6.2 ( #12338 )  
							
							 
							
							... 
							
							
							
							* Initial updates for vllm 0.6.2
* fix
* Change Dockerfile to support v062
* Fix
* fix examples
* Fix
* done
* fix
* Update engine.py
* Fix Dockerfile to original path
* fix
* add option
* fix
* fix
* fix
* fix
---------
Co-authored-by: xiangyuT <xiangyu.tian@intel.com> 
							
						 
						
							2024-11-12 20:35:34 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								6bf5a8c230 
								
							 
						 
						
							
							
								
								[NPU] Update qwen2 compile config ( #12383 )  
							
							 
							
							... 
							
							
							
							* update
* fix 
							
						 
						
							2024-11-12 16:59:44 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								7a97fbb779 
								
							 
						 
						
							
							
								
								Support vpm and resampler module of minicpm-v on NPU ( #12375 )  
							
							 
							
							
							
						 
						
							2024-11-12 15:59:55 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								e0918934c8 
								
							 
						 
						
							
							
								
								Add fused_mlp to glm4v models ( #12378 )  
							
							 
							
							
							
						 
						
							2024-11-11 17:10:25 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								dc34e8c51f 
								
							 
						 
						
							
							
								
								optimize glm4v vision attention ( #12369 )  
							
							 
							
							
							
						 
						
							2024-11-08 17:01:57 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Qiyuan Gong 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								2dfcc36825 
								
							 
						 
						
							
							
								
								Fix trl version and padding in trl qlora example ( #12368 )  
							
							 
							
							... 
							
							
							
							* Change trl to 0.9.6
* Enable padding to avoid padding related errors. 
							
						 
						
							2024-11-08 16:05:17 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								51f7f87768 
								
							 
						 
						
							
							
								
								fix ipex 2.3 bug ( #12366 )  
							
							 
							
							
							
						 
						
							2024-11-08 13:29:15 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								b2e69a896c 
								
							 
						 
						
							
							
								
								[NPU] Support Baichuan groupwise & gw code refactor ( #12337 )  
							
							 
							
							... 
							
							
							
							* support minicpm 1b & qwen 1.5b gw
* support minicpm 1b
* baichuan part
* update
* support minicpm 1b & qwen 1.5b gw
* support minicpm 1b
* baichuan part
* update
* update
* update
* baichuan support
* code refactor
* remove code
* fix style
* address comments
* revert 
							
						 
						
							2024-11-08 11:42:42 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								812d5cc32e 
								
							 
						 
						
							
							
								
								[NPU L0] Support llama3.2 in L0 pipeline ( #12361 )  
							
							 
							
							
							
						 
						
							2024-11-08 10:01:23 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								8fe294e01f 
								
							 
						 
						
							
							
								
								Small fix to all-in-one benchmark ( #12362 )  
							
							 
							
							
							
						 
						
							2024-11-07 18:56:34 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								1a6cbc473f 
								
							 
						 
						
							
							
								
								Add fused mlp optimizations to glm4 models ( #12360 )  
							
							 
							
							... 
							
							
							
							* Add fused mlp to glm4 models
* Small fix 
							
						 
						
							2024-11-07 18:52:47 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								ad68c56573 
								
							 
						 
						
							
							
								
								small improvement ( #12359 )  
							
							 
							
							
							
						 
						
							2024-11-07 15:57:41 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								d880e534d2 
								
							 
						 
						
							
							
								
								[NPU] acclib llama3.2 support groupwise ( #12355 )  
							
							 
							
							... 
							
							
							
							* change inter_pp
* add comment 
							
						 
						
							2024-11-07 11:19:55 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jinhe 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								79f2877413 
								
							 
						 
						
							
							
								
								add minicpm-v models to transformers_int4_npu_win api ( #12352 )  
							
							 
							
							... 
							
							
							
							* add minicpm npu
* optimize model 
							
						 
						
							2024-11-07 10:05:10 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									SONG Ge 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								a7b66683f1 
								
							 
						 
						
							
							
								
								[NPU] Add Optimized Support for Llama3.2-1B/3B on NPU ( #12339 )  
							
							 
							
							... 
							
							
							
							* Add initial support for llama3.2-1b/3b
* move llama3.2 support into current llama_mp impl 
							
						 
						
							2024-11-06 19:21:40 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								872a74481a 
								
							 
						 
						
							
							
								
								Small optimization to glm4 models ( #12351 )  
							
							 
							
							
							
						 
						
							2024-11-06 19:16:58 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								c267355b35 
								
							 
						 
						
							
							
								
								fix three NPU benchmark issues ( #12350 )  
							
							 
							
							... 
							
							
							
							* fix three issues
* limit mixed_precision for CW only 
							
						 
						
							2024-11-06 19:01:01 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								f24352aef9 
								
							 
						 
						
							
							
								
								llama 3.1/3.2 support compresskv ( #12347 )  
							
							 
							
							... 
							
							
							
							* llama 3.1/3.2 support compresskv
* update
* fix transformers 4.45 error
* fix style
* fix typo
* disable llama3.2 1b compresskv 
							
						 
						
							2024-11-06 17:33:43 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jin, Qiao 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								d984c0672a 
								
							 
						 
						
							
							
								
								Add MiniCPM-V-2_6 to arc perf test ( #12349 )  
							
							 
							
							
							
						 
						
							2024-11-06 16:32:28 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								e23ef7d088 
								
							 
						 
						
							
							
								
								optimize glm4v's vision part ( #12346 )  
							
							 
							
							
							
						 
						
							2024-11-06 15:43:40 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								c8b7265359 
								
							 
						 
						
							
							
								
								Add basic glm4v support ( #12345 )  
							
							 
							
							
							
						 
						
							2024-11-06 13:50:10 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								69e3a56943 
								
							 
						 
						
							
							
								
								[NPU] Hot fix of load_low_bit ( #12344 )  
							
							 
							
							
							
						 
						
							2024-11-06 10:07:00 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jin, Qiao 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								7240c283a3 
								
							 
						 
						
							
							
								
								Add dummy model in iGPU perf ( #12341 )  
							
							 
							
							... 
							
							
							
							* Add dummy model in iGPU perf
* Add dummy model in iGPU perf
* Fix 
							
						 
						
							2024-11-05 17:56:10 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zhao Changmin 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								8e9a3a1158 
								
							 
						 
						
							
							
								
								fix chatglm2 cpu ut ( #12336 )  
							
							 
							
							
							
						 
						
							2024-11-05 16:43:57 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								d872639395 
								
							 
						 
						
							
							
								
								[NPU] Llama3, Qwen2 1.5b, MiniCPM 1/2B groupwise support ( #12327 )  
							
							 
							
							... 
							
							
							
							* support minicpm 1b & qwen 1.5b gw
* support minicpm 1b
* support minicpm 2b
* fix style & error
* fix style & update
* remove print 
							
						 
						
							2024-11-05 15:51:31 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jin, Qiao 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								82a61b5cf3 
								
							 
						 
						
							
							
								
								Limit trl version in example ( #12332 )  
							
							 
							
							... 
							
							
							
							* Limit trl version in example
* Limit trl version in example 
							
						 
						
							2024-11-05 14:50:10 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zijie Li 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								45b0d371aa 
								
							 
						 
						
							
							
								
								update benchmark readme ( #12323 )  
							
							 
							
							... 
							
							
							
							* update benchmark readme
update new comment with memory usage included
* Update README.md 
							
						 
						
							2024-11-05 08:19:08 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zhao Changmin 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								1b637e4477 
								
							 
						 
						
							
							
								
								Add chatglm2&3 fuse mlp ( #12328 )  
							
							 
							
							... 
							
							
							
							* add chatglm fuse mlp 
							
						 
						
							2024-11-04 18:04:41 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								94c4ce389f 
								
							 
						 
						
							
							
								
								[NPU] Add env to disable compile opt ( #12330 )  
							
							 
							
							... 
							
							
							
							* add env to disable compile opt
* fix style
* fix style 
							
						 
						
							2024-11-04 17:46:17 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ch1y0q 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								e54af44ed6 
								
							 
						 
						
							
							
								
								Add transformers_int4_npu_pipeline_win in all-in-one benchmark ( #12325 )  
							
							 
							
							... 
							
							
							
							* add transformers_int4_npu_pipeline_win
* bugfix
* bugfix: wrong actual_output_len
* fix format
* bugfix & update `README.md` 
							
						 
						
							2024-11-04 16:00:20 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								5ee6f97d6f 
								
							 
						 
						
							
							
								
								[NPU L0] Add layernorm weight as const / input setting ( #12322 )  
							
							 
							
							
							
						 
						
							2024-11-04 15:46:24 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Chu,Youcheng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								a01371f90b 
								
							 
						 
						
							
							
								
								Doc: update harness readme ( #12324 )  
							
							 
							
							
							
						 
						
							2024-11-04 14:58:54 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Kai Huang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								c8679ad592 
								
							 
						 
						
							
							
								
								Qwen layernorm as input ( #12309 )  
							
							 
							
							... 
							
							
							
							* qwen layernorm as input
* add group size 
							
						 
						
							2024-11-04 09:51:15 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								20755e8077 
								
							 
						 
						
							
							
								
								Small fix to all-in-one benchmark scripts ( #12317 )  
							
							 
							
							
							
						 
						
							2024-11-01 19:16:25 +08:00