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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									SONG Ge 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								a0c6432899 
								
							 
						 
						
							
							
								
								[NPU] Add support for loading a FunASR model ( #12073 )  
							
							 
							
							... 
							
							
							
							* add support for loading funasr model
* add initial support for paraformer-encoder
* add npu ops impl
* add encoder-decoder npu pipeline
* move paraformer encoders prefix 30 layers  to npu and keep the rest layers on cpu 
							
						 
						
							2024-10-25 17:22:01 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ch1y0q 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								b4b8c3e495 
								
							 
						 
						
							
							
								
								add lowbit_path for generate.py, fix npu_model ( #12077 )  
							
							 
							
							... 
							
							
							
							* add `lowbit_path` for `generate.py`, fix `npu_model`
* update `README.md` 
							
						 
						
							2024-09-13 17:28:05 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								79978e6f36 
								
							 
						 
						
							
							
								
								update npu multimodal readme ( #11979 )  
							
							 
							
							... 
							
							
							
							* update npu readme of multimodal
* small fix
* meet comment 
							
						 
						
							2024-08-30 19:02:06 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								4811a490ef 
								
							 
						 
						
							
							
								
								small fix ( #11978 )  
							
							 
							
							... 
							
							
							
							* fix
* meet comment 
							
						 
						
							2024-08-30 17:55:15 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								573c20bae6 
								
							 
						 
						
							
							
								
								fix npu lm_head cpu condition ( #11976 )  
							
							 
							
							... 
							
							
							
							* fix
* fix
* fix
* fix stype
* fix style
* fix style 
							
						 
						
							2024-08-30 17:11:26 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								60aa1a2c0f 
								
							 
						 
						
							
							
								
								Initial NPU support for MiniCPM-V-2_6 ( #11966 )  
							
							 
							
							... 
							
							
							
							* initial pr
* update npu model
* fix
* fix kv cache type
* fix
* small fix
* fix style
* fix model id
* change inter_pp=4
* address comment
* fix
* fix style
* fix
* rebase 
							
						 
						
							2024-08-30 16:34:35 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									SONG Ge 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								158289d205 
								
							 
						 
						
							
							
								
								[NPU] Add initial support for minicpm-llama-v2.5 ( #11962 )  
							
							 
							
							... 
							
							
							
							* add initial support for minicpm-llama-v2.5
* update impl
* add minicpm-llama3-v2.5 example 
							
						 
						
							2024-08-30 16:00:33 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								cd077881f1 
								
							 
						 
						
							
							
								
								Disable lm head ( #11972 )  
							
							 
							
							
							
						 
						
							2024-08-30 11:05:18 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jason Dai 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								431affd0a0 
								
							 
						 
						
							
							
								
								Update README.md ( #11964 )  
							
							 
							
							
							
						 
						
							2024-08-29 18:56:35 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								14b2c8dc32 
								
							 
						 
						
							
							
								
								Update qwen2-7b example script ( #11961 )  
							
							 
							
							
							
						 
						
							2024-08-29 18:25:17 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								5f7ff76ea5 
								
							 
						 
						
							
							
								
								update troubleshooting ( #11960 )  
							
							 
							
							
							
						 
						
							2024-08-29 17:44:22 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								882f4a5ff7 
								
							 
						 
						
							
							
								
								Add lnl npu driver recommend version and enable cpu_lm_head on llama3 ( #11952 )  
							
							 
							
							... 
							
							
							
							* update lnl npu driver version and enable cpu_lm_head on llama3
* update
* fix style
* typo
* address comments
* update
* add qwen2-7b 
							
						 
						
							2024-08-29 15:01:18 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								71f03dcc39 
								
							 
						 
						
							
							
								
								Support qwen2-7b with fused decoderlayer optimization on NPU ( #11912 )  
							
							 
							
							
							
						 
						
							2024-08-29 13:34:20 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									SONG Ge 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								5ca7390082 
								
							 
						 
						
							
							
								
								[NPU] Add minicpm-2b support for npu multi-processing ( #11949 )  
							
							 
							
							... 
							
							
							
							* add minicpm-2b support
* update example for minicpm-2b
* add LNL NPU driver requirement in readme 
							
						 
						
							2024-08-28 18:08:49 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zijie Li 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								90f692937d 
								
							 
						 
						
							
							
								
								Update npu baichuan2 ( #11939 )  
							
							 
							
							
							
						 
						
							2024-08-27 16:56:26 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jiao Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								b4b6ddf73c 
								
							 
						 
						
							
							
								
								NPU Baichuan2 Multi- Process example ( #11928 )  
							
							 
							
							
							
						 
						
							2024-08-27 15:25:49 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									SONG Ge 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								a81a329a5f 
								
							 
						 
						
							
							
								
								[NPU] Add example for NPU multi-processing minicpm-1b model ( #11935 )  
							
							 
							
							... 
							
							
							
							* add minicpm example 
							
						 
						
							2024-08-27 14:57:46 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								e246f1e258 
								
							 
						 
						
							
							
								
								update llama3 npu example ( #11933 )  
							
							 
							
							
							
						 
						
							2024-08-27 13:03:18 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								14dddfc0d6 
								
							 
						 
						
							
							
								
								Update NPU example readme ( #11931 )  
							
							 
							
							
							
						 
						
							2024-08-27 12:44:58 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zijie Li 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								6c3eb1e1e8 
								
							 
						 
						
							
							
								
								refactor from_pretrained API for NPU ( #11927 )  
							
							 
							
							
							
						 
						
							2024-08-27 09:50:30 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								dd303776cf 
								
							 
						 
						
							
							
								
								Add troubleshooting about transpose value setting  
							
							 
							
							
							
						 
						
							2024-08-26 16:06:32 +08:00