binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								12c78978dd 
								
							 
						 
						
							
							
								
								[NPU C++] Update example with conversation mode support ( #12510 )  
							
							 
							
							
							
						 
						
							2024-12-06 12:46:37 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jin, Qiao 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								7082844f3f 
								
							 
						 
						
							
							
								
								Fix NPU LLM example save/load tokenizer ( #12485 )  
							
							 
							
							
							
						 
						
							2024-12-03 16:30:55 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								ab01753b1c 
								
							 
						 
						
							
							
								
								[NPU] update save-load API usage ( #12473 )  
							
							 
							
							
							
						 
						
							2024-12-03 09:46:15 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									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 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								f8c2bb2943 
								
							 
						 
						
							
							
								
								[NPU] optimize qwen2 prefill performance for C++ ( #12451 )  
							
							 
							
							
							
						 
						
							2024-11-27 10:46:18 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								2935e97610 
								
							 
						 
						
							
							
								
								small fix of cpp readme( #12425 )  
							
							 
							
							
							
						 
						
							2024-11-21 18:21:34 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Kai Huang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								c8679ad592 
								
							 
						 
						
							
							
								
								Qwen layernorm as input ( #12309 )  
							
							 
							
							... 
							
							
							
							* qwen layernorm as input
* add group size 
							
						 
						
							2024-11-04 09:51:15 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								d409d9d0eb 
								
							 
						 
						
							
							
								
								[NPU L0] Update streaming mode of example ( #12312 )  
							
							 
							
							
							
						 
						
							2024-11-01 15:38:10 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								eda764909c 
								
							 
						 
						
							
							
								
								Add minicpm-2b in L0 pipeline ( #12308 )  
							
							 
							
							
							
						 
						
							2024-11-01 09:30:01 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								4892df61c9 
								
							 
						 
						
							
							
								
								Add qwen2-1.5b in l0 pipeline example ( #12306 )  
							
							 
							
							
							
						 
						
							2024-10-31 16:44:25 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Kai Huang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								416c19165c 
								
							 
						 
						
							
							
								
								Add Qwen pipeline and example ( #12292 )  
							
							 
							
							... 
							
							
							
							* support qwen pipeline
* update error msg
* style
* meet review
* minor 
							
						 
						
							2024-10-31 11:25:25 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								41b8064554 
								
							 
						 
						
							
							
								
								Support minicpm-1B in level0 pipeline ( #12297 )  
							
							 
							
							
							
						 
						
							2024-10-30 17:21:47 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								2b2cb9c693 
								
							 
						 
						
							
							
								
								[NPU pipeline] Support save & load and update examples ( #12293 )  
							
							 
							
							... 
							
							
							
							* support save & load, update llama examples
* update baichuan2 example
* update readme 
							
						 
						
							2024-10-30 10:02:00 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								3feb58d1e4 
								
							 
						 
						
							
							
								
								Support baichuan2 for level0 pipeline ( #12289 )  
							
							 
							
							
							
						 
						
							2024-10-29 19:24:16 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								4467645088 
								
							 
						 
						
							
							
								
								[NPU] Support l0 Llama groupwise ( #12276 )  
							
							 
							
							... 
							
							
							
							* except lm_head
* remove
* support gw lm_head
* update
* fix
* remove run.bat
* fix style
* support llama3 
							
						 
						
							2024-10-28 17:06:55 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								3fe2ea3081 
								
							 
						 
						
							
							
								
								[NPU] Reuse prefill of acc lib for pipeline ( #12279 )  
							
							 
							
							... 
							
							
							
							* first commit
* update example
* fix style
* update example
* embedding as const
* fix generate
* code  refactor
* meet code review
* fix style
* change max_output_len to max_context_len
* fix all-in-one
* fix example
* add check for new tokens 
							
						 
						
							2024-10-28 16:05:49 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								ec362e6133 
								
							 
						 
						
							
							
								
								Add llama3 level0 example ( #12275 )  
							
							 
							
							
							
						 
						
							2024-10-28 09:24:51 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								854398f6e0 
								
							 
						 
						
							
							
								
								update example to reduce peak memory usage ( #12274 )  
							
							 
							
							
							
						 
						
							2024-10-25 17:09:26 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								ae57e23e4f 
								
							 
						 
						
							
							
								
								fix incompatibility between llama GW & llama pipeline ( #12267 )  
							
							 
							
							... 
							
							
							
							* fix
* fix 
							
						 
						
							2024-10-25 10:31:44 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								821fd96367 
								
							 
						 
						
							
							
								
								Initial integrate our L0 Llama impl into ipex-llm ( #12255 )  
							
							 
							
							... 
							
							
							
							* temp save
* initial support
* fix
* simplify code
* fix style
* fix example
* make default value of pipeline as False 
							
						 
						
							2024-10-24 09:49:27 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jin, Qiao 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								8fa98e2742 
								
							 
						 
						
							
							
								
								Remove Qwen2-7b from NPU example for "Run Optimized Models (Experimental)" ( #12245 )  
							
							 
							
							... 
							
							
							
							* Remove qwen2-7b from npu example readme
* fix 
							
						 
						
							2024-10-22 17:07:51 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								4d93bb81fe 
								
							 
						 
						
							
							
								
								Initial support of NPU level0 Model ( #12177 )  
							
							 
							
							... 
							
							
							
							* first commit to support load dll and init llm pipeline
* add init generate
* fix style
* small updates
* fix style and check tokens number 
							
						 
						
							2024-10-11 09:45:53 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jin, Qiao 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								2bedb17be7 
								
							 
						 
						
							
							
								
								Add Qwen2.5 NPU Example ( #12110 )  
							
							 
							
							... 
							
							
							
							* Add Qwen2.5 NPU Example
* fix
* Merge qwen2.py and qwen2.5.py into qwen.py
* Fix description 
							
						 
						
							2024-09-25 15:20:03 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								828fa01ad3 
								
							 
						 
						
							
							
								
								[NPU] Add mixed_precision for Qwen2 7B ( #12098 )  
							
							 
							
							... 
							
							
							
							* Add mix_precision argument to control whether use INT8 lm_head for Qwen2-7B-Instruct
* Small fix
* Fixed on load low bit with mixed precision
* Small fix
* Update example accordingly
* Update for default prompt
* Update base on comments
* Final fix 
							
						 
						
							2024-09-20 16:36:21 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jinhe 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								e78e45ee01 
								
							 
						 
						
							
							
								
								update NPU readme: run conhost as administrator ( #12066 )  
							
							 
							
							
							
						 
						
							2024-09-11 17:54:04 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jinhe 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								4ca330da15 
								
							 
						 
						
							
							
								
								Fix NPU load error message and add minicpm npu lowbit feat ( #12064 )  
							
							 
							
							... 
							
							
							
							* fix npu_model raise sym_int4 error
* add load_lowbit
* remove print&perf 
							
						 
						
							2024-09-11 16:56:35 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zijie Li 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								c5fdfde1bd 
								
							 
						 
						
							
							
								
								fix npu-model prompt ( #12057 )  
							
							 
							
							
							
						 
						
							2024-09-11 10:06:45 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ch1y0q 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								73a4360f3f 
								
							 
						 
						
							
							
								
								update lowbit path for baichuan2, qwen2, generate.py ( #12051 )  
							
							 
							
							... 
							
							
							
							* update lowbit path for baichuan2, qwen2, `generate.py`
* update readme 
							
						 
						
							2024-09-10 15:35:24 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								f61b1785fb 
								
							 
						 
						
							
							
								
								Small update to NPU example readme ( #12034 )  
							
							 
							
							... 
							
							
							
							* Small update to NPU example readme
* Small fix 
							
						 
						
							2024-09-06 15:54:23 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								0d04531ae0 
								
							 
						 
						
							
							
								
								update NPU readme of Qwen2 ( #12032 )  
							
							 
							
							... 
							
							
							
							* update readme
* update broadcast 
							
						 
						
							2024-09-06 15:02:39 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								5b18bb3c4a 
								
							 
						 
						
							
							
								
								Add recommend version for mtl npu ( #12024 )  
							
							 
							
							
							
						 
						
							2024-09-05 16:28:53 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ch1y0q 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								820f8a4554 
								
							 
						 
						
							
							
								
								add --lowbit-path option for NPU llama example ( #12020 )  
							
							 
							
							... 
							
							
							
							* add option" `--lowbit-path`
* add descriptions in `README.md` and formatting
* Update llama.py 
							
						 
						
							2024-09-05 15:31:01 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								cd077881f1 
								
							 
						 
						
							
							
								
								Disable lm head ( #11972 )  
							
							 
							
							
							
						 
						
							2024-08-30 11:05:18 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jason Dai 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								431affd0a0 
								
							 
						 
						
							
							
								
								Update README.md ( #11964 )  
							
							 
							
							
							
						 
						
							2024-08-29 18:56:35 +08:00