Jun Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								0b953e61ef 
								
							 
						 
						
							
							
								
								[REFINE] graphmode code ( #12540 )  
							
							 
							
							
							
						 
						
							2024-12-16 09:17:01 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								caf15cc5ef 
								
							 
						 
						
							
							
								
								[NPU] Add IPEX_LLM_NPU_MTL to enable support on mtl ( #12543 )  
							
							 
							
							
							
						 
						
							2024-12-13 17:01:13 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								c090d167dc 
								
							 
						 
						
							
							
								
								remove old rope usage ( #12544 )  
							
							 
							
							
							
						 
						
							2024-12-13 16:54:58 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									SONG Ge 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								5402fc65c8 
								
							 
						 
						
							
							
								
								[Ollama] Update ipex-llm ollama readme to v0.4.6 ( #12542 )  
							
							 
							
							... 
							
							
							
							* Update ipex-llm ollama readme to v0.4.6 
							
						 
						
							2024-12-13 16:26:12 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								d20a968ce2 
								
							 
						 
						
							
							
								
								[NPU] Fix generate example ( #12541 )  
							
							 
							
							
							
						 
						
							2024-12-13 14:07:24 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								15219944b8 
								
							 
						 
						
							
							
								
								optimize glm edge again ( #12539 )  
							
							 
							
							
							
						 
						
							2024-12-13 13:52:39 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								6596c18489 
								
							 
						 
						
							
							
								
								[NPU] Modify IPEX_LLM_NPU_DISABLE_COMPILE_OPT setting for long input ( #12537 )  
							
							 
							
							
							
						 
						
							2024-12-13 13:49:56 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								7cc01fdc86 
								
							 
						 
						
							
							
								
								[NPU] further fix of new_value_states ( #12538 )  
							
							 
							
							
							
						 
						
							2024-12-13 13:42:00 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Heyang Sun 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								fa261b8af1 
								
							 
						 
						
							
							
								
								torch 2.3 inference docker ( #12517 )  
							
							 
							
							... 
							
							
							
							* torch 2.3 inference docker
* Update README.md
* add convert code
* rename image
* remove 2.1 and add graph example
* Update README.md 
							
						 
						
							2024-12-13 10:47:04 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								b747f3f6b8 
								
							 
						 
						
							
							
								
								Small fix to GPU installation guide ( #12536 )  
							
							 
							
							
							
						 
						
							2024-12-13 10:02:47 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								f36c23664f 
								
							 
						 
						
							
							
								
								[NPU] Fix abnormal output with latest driver ( #12530 )  
							
							 
							
							
							
						 
						
							2024-12-12 17:56:30 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								ffce86d69f 
								
							 
						 
						
							
							
								
								add basic glm-edge-v support ( #12533 )  
							
							 
							
							
							
						 
						
							2024-12-12 17:25:48 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								3e0823d2ae 
								
							 
						 
						
							
							
								
								add basic glm-edge support ( #12531 )  
							
							 
							
							
							
						 
						
							2024-12-12 16:02:22 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								dbaf4abcb3 
								
							 
						 
						
							
							
								
								[NPU] Update C++ example with repetition_penalty & update Python code accordingly ( #12528 )  
							
							 
							
							... 
							
							
							
							* Update c++ npu examples with repetition penalty
* Fit python with updated C++ API
* Style fix
* Small fix
* Small fix 
							
						 
						
							2024-12-12 13:42:55 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Shaojun Liu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								2cce89691a 
								
							 
						 
						
							
							
								
								Enable use_batch_forward Optimization on Battlemage GPU ( #12516 )  
							
							 
							
							... 
							
							
							
							* Update get_xpu_device_type() to support bmg
* enable use_batch_forward for bmg
* Update low_bit_linear.py
* Update utils.py
* use batch kernel for fp8e5 
							
						 
						
							2024-12-12 12:44:36 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								6fc27da9c1 
								
							 
						 
						
							
							
								
								[NPU] Update glm-edge support in docs ( #12529 )  
							
							 
							
							
							
						 
						
							2024-12-12 11:14:09 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								509bdb4661 
								
							 
						 
						
							
							
								
								[NPU] Fix minicpm-2B error ( #12527 )  
							
							 
							
							
							
						 
						
							2024-12-11 16:49:32 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xu, Shuo 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								fd9cf767ed 
								
							 
						 
						
							
							
								
								All-in-one Benchmark run.py: Ignore error if import BenchmarkWrapper failed. ( #12526 )  
							
							 
							
							
							
						 
						
							2024-12-11 16:20:55 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								41ef4974ab 
								
							 
						 
						
							
							
								
								[NPU] fix transpose_value = False for NPU optimize_model=True ( #12525 )  
							
							 
							
							
							
						 
						
							2024-12-11 15:51:39 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								588bfa24dc 
								
							 
						 
						
							
							
								
								support hqq ( #12518 )  
							
							 
							
							... 
							
							
							
							* support
* fix 
							
						 
						
							2024-12-11 15:43:02 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								68f2873bd3 
								
							 
						 
						
							
							
								
								[NPU] Support repetition penalty for simple generate, Python (cpp backend) ( #12522 )  
							
							 
							
							... 
							
							
							
							* Initial support of repetition penalty on NPU (cpp backend) for simple generate
* Bug fix for generation config and others
* Remove unnecessary print and style fix
* Remove unnecessary print
* Fix based on comments 
							
						 
						
							2024-12-11 14:55:25 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								77404d2a63 
								
							 
						 
						
							
							
								
								support new model ( #12523 )  
							
							 
							
							
							
						 
						
							2024-12-11 13:41:15 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Wang, Jian4 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								922958c018 
								
							 
						 
						
							
							
								
								vllm oneccl upgrade to b9 ( #12520 )  
							
							 
							
							
							
						 
						
							2024-12-10 15:02:56 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								ea55235cbd 
								
							 
						 
						
							
							
								
								[NPU] Support glm-edge models ( #12511 )  
							
							 
							
							
							
						 
						
							2024-12-09 14:06:27 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								12c78978dd 
								
							 
						 
						
							
							
								
								[NPU C++] Update example with conversation mode support ( #12510 )  
							
							 
							
							
							
						 
						
							2024-12-06 12:46:37 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								0918d3baca 
								
							 
						 
						
							
							
								
								[NPU] Fix hf generate with save/load generation config for Python (cpp backend) ( #12509 )  
							
							 
							
							... 
							
							
							
							* Fix hf generate with save/load generation config
* Small fix
* Fix based on comments 
							
						 
						
							2024-12-05 19:19:58 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								49ab8974fa 
								
							 
						 
						
							
							
								
								[NPU] initial support of asym_int4_rtn ( #12484 )  
							
							 
							
							... 
							
							
							
							* initiail support of q4_1
* fix
* fix
* update
* update min to Z1
* update
* fix
* update
* fix style
* fix
* support qwen2 optimize_model=True mp version
* temp save
* fix
* fix style
* replace min with zero
* support split linear for q4_1
* fix lm_head with mixed_precision=True
* fix style
* revert test code
* add down proj back for q4_0
* remove print 
							
						 
						
							2024-12-05 17:40:36 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								60bafab855 
								
							 
						 
						
							
							
								
								Small fixes to main readme ( #12508 )  
							
							 
							
							
							
						 
						
							2024-12-05 16:08:43 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jason Dai 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								0a3eda06d0 
								
							 
						 
						
							
							
								
								Update README.md ( #12507 )  
							
							 
							
							
							
						 
						
							2024-12-05 15:46:53 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jinhe 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								5e1416c9aa 
								
							 
						 
						
							
							
								
								fix readme for npu cpp examples and llama.cpp ( #12505 )  
							
							 
							
							... 
							
							
							
							* fix cpp readme
* fix cpp readme
* fix cpp readme 
							
						 
						
							2024-12-05 12:32:42 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								727f29968c 
								
							 
						 
						
							
							
								
								Add NPU demo gif to main readme ( #12503 )  
							
							 
							
							... 
							
							
							
							* Add NPU demo gif to main readme
* Small fix
* Update based on comments
* Test on style fix 
							
						 
						
							2024-12-05 12:24:27 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								f56a111aa2 
								
							 
						 
						
							
							
								
								[NPU] Fix load-low-bit benchmark script ( #12502 )  
							
							 
							
							
							
						 
						
							2024-12-05 10:01:32 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								84f1c4ad57 
								
							 
						 
						
							
							
								
								Small fix for NPU Python cpp simple generate regarding eos tokens ( #12501 )  
							
							 
							
							
							
						 
						
							2024-12-04 18:54:06 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Kai Huang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								d8b14a6305 
								
							 
						 
						
							
							
								
								Update save/load comments ( #12500 )  
							
							 
							
							
							
						 
						
							2024-12-04 18:51:38 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Kai Huang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								b89ea1b0cf 
								
							 
						 
						
							
							
								
								Support save/load model for hf generate ( #12499 )  
							
							 
							
							... 
							
							
							
							* change dummy model
* style
* meet review 
							
						 
						
							2024-12-04 18:26:39 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Kai Huang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								7d27f134dd 
								
							 
						 
						
							
							
								
								Fix hf generate for llama3.2 ( #12497 )  
							
							 
							
							... 
							
							
							
							* fix kv condition]
* meet review 
							
						 
						
							2024-12-04 17:54:40 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Chu,Youcheng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								ffa9a9e1b3 
								
							 
						 
						
							
							
								
								Update streaming in npu examples ( #12495 )  
							
							 
							
							... 
							
							
							
							* feat: add streaming
* Update readme accordingly
---------
Co-authored-by: Yuwen Hu <yuwen.hu@intel.com> 
							
						 
						
							2024-12-04 17:51:10 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								a9e3f7f14c 
								
							 
						 
						
							
							
								
								optimize minicpm ( #12496 )  
							
							 
							
							
							
						 
						
							2024-12-04 17:14:16 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									joan726 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								ae9c2154f4 
								
							 
						 
						
							
							
								
								Added cross-links ( #12494 )  
							
							 
							
							... 
							
							
							
							* Update install_linux_gpu.zh-CN.md
Add the link for guide of windows installation.
* Update install_windows_gpu.zh-CN.md
Add the link for guide of linux installation.
* Update install_windows_gpu.md
Add the link for guide of Linux installation.
* Update install_linux_gpu.md
Add the link for guide of Windows installation.
* Update install_linux_gpu.md
Modify based on comments.
* Update install_windows_gpu.md
Modify based on comments 
							
						 
						
							2024-12-04 16:53:13 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jason Dai 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								80f15e41f5 
								
							 
						 
						
							
							
								
								Update README.md ( #12489 )  
							
							 
							
							
							
						 
						
							2024-12-03 18:02:28 +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