Zijie Li 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								7d80db710e 
								
							 
						 
						
							
							
								
								Add benchmark_util for transformers >= 4.44.0 ( #12171 )  
							
							 
							
							... 
							
							
							
							* Create benchmark_util_4_45.py
* Update __init__.py
* Update lint-python
* Update benchmark_util_4_45.py
* Update benchmark_util_4_45.py
* Create benchmark_util_4_44.py 
							
						 
						
							2024-10-14 15:40:12 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jin, Qiao 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								8e35800abe 
								
							 
						 
						
							
							
								
								Add llama 3.1 in igpu perf ( #12194 )  
							
							 
							
							
							
						 
						
							2024-10-14 15:14:34 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								ddcdf47539 
								
							 
						 
						
							
							
								
								Support Windows ARL release ( #12183 )  
							
							 
							
							... 
							
							
							
							* Support release for ARL
* Small fix
* Small fix to doc
* Temp for test
* Remove temp commit for test 
							
						 
						
							2024-10-11 18:30:52 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jinhe 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								f983f1a8f4 
								
							 
						 
						
							
							
								
								Add Qwen2-VL gpu example ( #12135 )  
							
							 
							
							... 
							
							
							
							* qwen2-vl readme
* add qwen2-vl example
* fix
* fix
* fix
* add link
* Update regarding modules_to_not_convert and readme
* Further fix
* Small fix
---------
Co-authored-by: Yuwen Hu <yuwen.hu@intel.com> 
							
						 
						
							2024-10-11 18:25:23 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								310f18c8af 
								
							 
						 
						
							
							
								
								update NPU pipeline generate ( #12182 )  
							
							 
							
							... 
							
							
							
							* update
* fix style 
							
						 
						
							2024-10-11 17:39:20 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Shaojun Liu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								724b2ae66d 
								
							 
						 
						
							
							
								
								add npu-level0 pipeline.dll to ipex-llm ( #12181 )  
							
							 
							
							... 
							
							
							
							* add npu-level0 pipeline.dll to ipex-llm
* test
* update runner label
* fix
* update
* fix
* fix 
							
						 
						
							2024-10-11 16:05:20 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								890662610b 
								
							 
						 
						
							
							
								
								Fix auto importer for LNL release ( #12175 )  
							
							 
							
							
							
						 
						
							2024-10-10 15:17:43 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								535bee5381 
								
							 
						 
						
							
							
								
								fix qwen2 vl again ( #12174 )  
							
							 
							
							
							
						 
						
							2024-10-10 13:50:01 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								aef1f671bd 
								
							 
						 
						
							
							
								
								Support LNL Windows release ( #12169 )  
							
							 
							
							... 
							
							
							
							* Release for LNL on Windows
* Temp commit for release test
* Change option name
* Remove temp commit and change option name
* temp commit for test again
* Remove temp commit 
							
						 
						
							2024-10-09 17:41:10 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								78d253165d 
								
							 
						 
						
							
							
								
								optimize qwen2 vl perf again ( #12167 )  
							
							 
							
							
							
						 
						
							2024-10-09 16:43:48 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zijie Li 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								3d044dbf53 
								
							 
						 
						
							
							
								
								add llama3.2-vision Pytorch example ( #12165 )  
							
							 
							
							
							
						 
						
							2024-10-09 09:20:42 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								644af2a76e 
								
							 
						 
						
							
							
								
								add basic llama 3.2 vision support ( #12163 )  
							
							 
							
							
							
						 
						
							2024-10-08 10:46:48 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ch1y0q 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								17c23cd759 
								
							 
						 
						
							
							
								
								add llama3.2 GPU example ( #12137 )  
							
							 
							
							... 
							
							
							
							* add llama3.2 GPU example
* change prompt format reference url
* update
* add Meta-Llama-3.2-1B-Instruct sample output
* update wording 
							
						 
						
							2024-09-29 14:41:54 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								f71b38a994 
								
							 
						 
						
							
							
								
								Update MiniCPM_V_26 GPU example with save & load ( #12127 )  
							
							 
							
							
							
						 
						
							2024-09-26 17:40:22 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								669ff1a97b 
								
							 
						 
						
							
							
								
								fix sd1.5 ( #12129 )  
							
							 
							
							
							
						 
						
							2024-09-26 17:15:16 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								a266528719 
								
							 
						 
						
							
							
								
								optimize llama 3.2 rope ( #12128 )  
							
							 
							
							
							
						 
						
							2024-09-26 16:08:10 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								584c3489e7 
								
							 
						 
						
							
							
								
								add basic support for llama3.2 ( #12125 )  
							
							 
							
							
							
						 
						
							2024-09-26 15:46:19 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								66f419f8b7 
								
							 
						 
						
							
							
								
								fix qwen2 vl ( #12126 )  
							
							 
							
							
							
						 
						
							2024-09-26 15:44:02 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ch1y0q 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								2ea13d502f 
								
							 
						 
						
							
							
								
								Add minicpm3 gpu example ( #12114 )  
							
							 
							
							... 
							
							
							
							* add minicpm3 gpu example
* update GPU example
* update
---------
Co-authored-by: Huang, Xinshengzi <xinshengzi.huang@intel.com> 
							
						 
						
							2024-09-26 13:51:37 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								77af9bc5fa 
								
							 
						 
						
							
							
								
								support passing None to low_bit in optimize_model ( #12121 )  
							
							 
							
							
							
						 
						
							2024-09-26 11:09:35 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								47e0b83cbf 
								
							 
						 
						
							
							
								
								optimize sd 1.5 ( #12119 )  
							
							 
							
							
							
						 
						
							2024-09-25 15:45:13 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								5d63aef60b 
								
							 
						 
						
							
							
								
								optimize qwen2 vl again ( #12109 )  
							
							 
							
							
							
						 
						
							2024-09-23 13:22:01 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								03bd01c99c 
								
							 
						 
						
							
							
								
								optimize npu qwen2 ( #12107 )  
							
							 
							
							
							
						 
						
							2024-09-20 19:46:16 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jinhe 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								02399021d6 
								
							 
						 
						
							
							
								
								add npu load_low_bit api in all-in-one benchmark ( #12103 )  
							
							 
							
							
							
						 
						
							2024-09-20 17:56:08 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								9239fd4f12 
								
							 
						 
						
							
							
								
								add basic support and optimization for qwen2-vl ( #12104 )  
							
							 
							
							
							
						 
						
							2024-09-20 17:23:06 +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 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								2269768e71 
								
							 
						 
						
							
							
								
								add internvl2 example ( #12102 )  
							
							 
							
							... 
							
							
							
							* add internvl2 example
* add to README.md
* update
* add link to zh-CN readme 
							
						 
						
							2024-09-20 16:31:54 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								09b8c80d9d 
								
							 
						 
						
							
							
								
								update code for NPU qwen2 ( #12094 )  
							
							 
							
							... 
							
							
							
							* update code
* fix 
							
						 
						
							2024-09-20 15:58:32 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jin, Qiao 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								db7500bfd4 
								
							 
						 
						
							
							
								
								Add Qwen2.5 GPU example ( #12101 )  
							
							 
							
							... 
							
							
							
							* Add Qwen2.5 GPU example
* fix end line
* fix description 
							
						 
						
							2024-09-20 15:55:57 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								54b973c744 
								
							 
						 
						
							
							
								
								fix ipex_llm import in transformers 4.45 ( #12099 )  
							
							 
							
							
							
						 
						
							2024-09-20 15:24:59 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ch1y0q 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								9650bf616a 
								
							 
						 
						
							
							
								
								add transpose_value_cache for NPU benchmark ( #12092 )  
							
							 
							
							... 
							
							
							
							* add `transpose_value_cache`
* update
* update 
							
						 
						
							2024-09-19 18:45:05 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								f7fb3c896c 
								
							 
						 
						
							
							
								
								Update lm_head optimization for Qwen2 7B ( #12090 )  
							
							 
							
							
							
						 
						
							2024-09-18 17:02:02 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xu, Shuo 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								ee33b93464 
								
							 
						 
						
							
							
								
								Longbench: NV code to ipex-llm ( #11662 )  
							
							 
							
							... 
							
							
							
							* add nv longbench
* LongBench: NV code to ipex-llm
* ammend
* add more models support
* ammend
* optimize LongBench's user experience
* ammend
* ammend
* fix typo
* ammend
* remove cuda related information & add a readme
* add license to python scripts & polish the readme
* ammend
* ammend
---------
Co-authored-by: cyita <yitastudy@gmail.com>
Co-authored-by: ATMxsp01 <shou.xu@intel.com>
Co-authored-by: leonardozcm <leonardo1997zcm@gmail.com> 
							
						 
						
							2024-09-18 15:55:14 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Wang, Jian4 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								40e463c66b 
								
							 
						 
						
							
							
								
								Enable vllm load gptq model ( #12083 )  
							
							 
							
							... 
							
							
							
							* enable vllm load gptq model
* update
* update
* update
* update style 
							
						 
						
							2024-09-18 14:41:00 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								081af41def 
								
							 
						 
						
							
							
								
								[NPU] Optimize Qwen2 lm_head to use INT4 ( #12072 )  
							
							 
							
							... 
							
							
							
							* temp save
* update
* fix
* fix
* Split lm_head into 7 parts & remove int8 for lm_head when sym_int4
* Simlify and add condition to code
* Small fix
* refactor some code
* fix style
* fix style
* fix style
* fix
* fix
* temp sav e
* refactor
* fix style
* further refactor
* simplify code
* meet code review
* fix style
---------
Co-authored-by: Yuwen Hu <yuwen.hu@intel.com> 
							
						 
						
							2024-09-14 15:26:46 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Wang, Jian4 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								d703e4f127 
								
							 
						 
						
							
							
								
								Enable vllm multimodal minicpm-v-2-6 ( #12074 )  
							
							 
							
							... 
							
							
							
							* enable minicpm-v-2-6
* add image_url readme 
							
						 
						
							2024-09-13 13:28:35 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								48d9092b5a 
								
							 
						 
						
							
							
								
								upgrade OneAPI version for cpp Windows ( #12063 )  
							
							 
							
							... 
							
							
							
							* update version
* update quickstart 
							
						 
						
							2024-09-12 11:12:12 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jinhe 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								32e8362da7 
								
							 
						 
						
							
							
								
								added minicpm cpu examples ( #12027 )  
							
							 
							
							... 
							
							
							
							* minicpm cpu examples
* add link for minicpm-2 
							
						 
						
							2024-09-11 15:51:21 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								a0c73c26d8 
								
							 
						 
						
							
							
								
								clean NPU code ( #12060 )  
							
							 
							
							... 
							
							
							
							* clean code
* remove time.perf_counter() 
							
						 
						
							2024-09-11 15:10:35 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Wang, Jian4 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								c75f3dd874 
								
							 
						 
						
							
							
								
								vllm no padding glm4 to avoid nan error ( #12062 )  
							
							 
							
							... 
							
							
							
							* no padding glm4
* add codegeex 
							
						 
						
							2024-09-11 13:44:40 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Chu,Youcheng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								649390c464 
								
							 
						 
						
							
							
								
								fix: textual and env variable adjustment ( #12038 )  
							
							 
							
							
							
						 
						
							2024-09-11 13:38:01 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Wang, Jian4 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								30a8680645 
								
							 
						 
						
							
							
								
								Update for vllm one card padding ( #12058 )  
							
							 
							
							
							
						 
						
							2024-09-11 10:52:55 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zijie Li 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								c5fdfde1bd 
								
							 
						 
						
							
							
								
								fix npu-model prompt ( #12057 )  
							
							 
							
							
							
						 
						
							2024-09-11 10:06:45 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								d8c044e79d 
								
							 
						 
						
							
							
								
								optimize minicpm3 kv cache ( #12052 )  
							
							 
							
							
							
						 
						
							2024-09-10 16:51:21 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Wang, Jian4 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								5d3ab16a80 
								
							 
						 
						
							
							
								
								Add vllm glm and baichuan padding ( #12053 )  
							
							 
							
							
							
						 
						
							2024-09-10 15:57:28 +08:00