Heyang Sun 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								cd109bb061 
								
							 
						 
						
							
							
								
								Gemma QLoRA example ( #12969 )  
							
							 
							
							... 
							
							
							
							* Gemma QLoRA example
* Update README.md
* Update README.md
---------
Co-authored-by: sgwhat <ge.song@intel.com> 
							
						 
						
							2025-03-14 14:27:51 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								8bc41c13ab 
								
							 
						 
						
							
							
								
								Support PyTorch 2.6 with Arrow Lake-H AOT on Windows ( #12967 )  
							
							 
							
							
							
						 
						
							2025-03-13 15:29:47 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Wang, Jian4 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								c8a0462507 
								
							 
						 
						
							
							
								
								Add vllm api_server input output log ( #12962 )  
							
							 
							
							
							
						 
						
							2025-03-12 20:58:04 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Shaojun Liu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								6a2d87e40f 
								
							 
						 
						
							
							
								
								add --entrypoint /bin/bash ( #12957 )  
							
							 
							
							... 
							
							
							
							Co-authored-by: gc-fu <guancheng.fu@intel.com> 
							
						 
						
							2025-03-10 10:10:27 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								7c0c77cce3 
								
							 
						 
						
							
							
								
								Tiny fixes ( #12936 )  
							
							 
							
							
							
						 
						
							2025-03-05 14:55:26 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								68a770745b 
								
							 
						 
						
							
							
								
								Add moonlight GPU example ( #12929 )  
							
							 
							
							... 
							
							
							
							* Add moonlight GPU example and update table
* Small fix
* Fix based on comments
* Small fix 
							
						 
						
							2025-03-05 11:31:14 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Shaojun Liu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								f81d89d908 
								
							 
						 
						
							
							
								
								Remove Unnecessary --privileged Flag While Keeping It for WSL Users ( #12920 )  
							
							 
							
							
							
						 
						
							2025-03-03 11:11:42 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								b6f33d5c4d 
								
							 
						 
						
							
							
								
								optimize moonlight again ( #12909 )  
							
							 
							
							
							
						 
						
							2025-03-03 09:21:15 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								443cb5d4e0 
								
							 
						 
						
							
							
								
								Update Janus-Pro GPU example ( #12906 )  
							
							 
							
							
							
						 
						
							2025-02-28 15:39:03 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								39e360fe9d 
								
							 
						 
						
							
							
								
								add grouped topk optimization for moonlight ( #12903 )  
							
							 
							
							
							
						 
						
							2025-02-28 13:25:56 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xin Qiu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								e946127613 
								
							 
						 
						
							
							
								
								glm 4v 1st sdp for vision ( #12904 )  
							
							 
							
							... 
							
							
							
							* glm4v 1st sdp
* update glm4v example
* meet code review
* fix style 
							
						 
						
							2025-02-28 13:23:27 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								be1f073866 
								
							 
						 
						
							
							
								
								add fuse moe optimization for moonlight ( #12898 )  
							
							 
							
							
							
						 
						
							2025-02-27 09:15:24 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								5faba06409 
								
							 
						 
						
							
							
								
								simple optimization for moonlight moe decoding forward ( #12891 )  
							
							 
							
							
							
						 
						
							2025-02-25 16:18:27 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								ab3fc66eb7 
								
							 
						 
						
							
							
								
								optimize attention part of moonlight-14B-A3B ( #12886 )  
							
							 
							
							
							
						 
						
							2025-02-25 09:38:13 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								3f6ecce508 
								
							 
						 
						
							
							
								
								support using xgrammar to get json output ( #12870 )  
							
							 
							
							
							
						 
						
							2025-02-24 14:10:58 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Guancheng Fu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								02ec313eab 
								
							 
						 
						
							
							
								
								Update README.md ( #12877 )  
							
							 
							
							
							
						 
						
							2025-02-24 09:59:17 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xu, Shuo 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								1e00bed001 
								
							 
						 
						
							
							
								
								Add GPU example for Janus-Pro ( #12869 )  
							
							 
							
							... 
							
							
							
							* Add example for Janus-Pro
* Update model link
* Fixes
* Fixes
---------
Co-authored-by: ATMxsp01 <shou.xu@intel.com>
Co-authored-by: Yuwen Hu <yuwen.hu@intel.com> 
							
						 
						
							2025-02-21 18:36:50 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Wang, Jian4 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								3ea5389a99 
								
							 
						 
						
							
							
								
								Fix vllm api_server v1/models error ( #12867 )  
							
							 
							
							
							
						 
						
							2025-02-21 11:08:29 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								8077850452 
								
							 
						 
						
							
							
								
								[NPU GGUF] Add simple example ( #12853 )  
							
							 
							
							
							
						 
						
							2025-02-21 09:58:00 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Wang, Jian4 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								348dc8056d 
								
							 
						 
						
							
							
								
								Fix vllm gptq awq error ( #12863 )  
							
							 
							
							... 
							
							
							
							* fix gptq awq error
* fix python style 
							
						 
						
							2025-02-20 16:27:23 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Guancheng Fu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								4eed0c7d99 
								
							 
						 
						
							
							
								
								initial implementation for low_bit_loader vLLM ( #12838 )  
							
							 
							
							... 
							
							
							
							* initial
* add logic for handling tensor parallel models
* fix
* Add some comments
* add doc
* fix done 
							
						 
						
							2025-02-19 19:45:34 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xiangyu Tian 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								b26409d53f 
								
							 
						 
						
							
							
								
								R1 Hybrid: Add Benchmark for DeepSeek R1 transformers example ( #12854 )  
							
							 
							
							... 
							
							
							
							* init
* fix
* update
* update
* fix
* fix 
							
						 
						
							2025-02-19 18:33:21 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								aee2db30f9 
								
							 
						 
						
							
							
								
								update sdp support ( #12847 )  
							
							 
							
							
							
						 
						
							2025-02-19 12:07:00 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xiangyu Tian 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								93c10be762 
								
							 
						 
						
							
							
								
								LLM: Support hybrid convert for DeepSeek V3/R1 ( #12834 )  
							
							 
							
							... 
							
							
							
							LLM: Support hybrid convert for DeepSeek V3/R1 
							
						 
						
							2025-02-19 11:31:19 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Wang, Jian4 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								e1809a6295 
								
							 
						 
						
							
							
								
								Update multimodal on vllm 0.6.6 ( #12816 )  
							
							 
							
							... 
							
							
							
							* add glm4v and minicpmv example
* fix 
							
						 
						
							2025-02-19 10:04:42 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xiangyu Tian 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								09150b6058 
								
							 
						 
						
							
							
								
								Initiate CPU-XPU Hybrid Inference for DeepSeek-R1 ( #12832 )  
							
							 
							
							... 
							
							
							
							Initiate CPU-XPU Hybrid Inference for DeepSeek-R1 with DeepseekV3Attention
and DeepseekV3MLP to XPU 
							
						 
						
							2025-02-18 13:34:14 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xiangyu Tian 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								09ed96082b 
								
							 
						 
						
							
							
								
								Add DeepSeek V3/R1 CPU example ( #12836 )  
							
							 
							
							... 
							
							
							
							Add DeepSeek V3/R1 CPU example for bf16 model 
							
						 
						
							2025-02-18 12:45:49 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								8418450300 
								
							 
						 
						
							
							
								
								optimize minicpm-o's tts part ( #12833 )  
							
							 
							
							
							
						 
						
							2025-02-17 14:53:37 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Wang, Jian4 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								1083fe5508 
								
							 
						 
						
							
							
								
								Reenable pp and lightweight-serving serving on 0.6.6 ( #12814 )  
							
							 
							
							... 
							
							
							
							* reenable pp ang lightweight serving on 066
* update readme
* updat
* update tag 
							
						 
						
							2025-02-13 10:16:00 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Guancheng Fu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								af693425f1 
								
							 
						 
						
							
							
								
								Upgrade to vLLM 0.6.6 ( #12796 )  
							
							 
							
							... 
							
							
							
							* init
* update engine init
* fix serving load_in_low_bit problem
* temp
* temp
* temp
* temp
* temp
* fix
* fixed
* done
* fix
* fix all arguments
* fix
* fix throughput script
* fix
* fix
* use official ipex-llm
* Fix readme
* fix
---------
Co-authored-by: hzjane <a1015616934@qq.com> 
							
						 
						
							2025-02-12 16:47:51 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								f8ab833f74 
								
							 
						 
						
							
							
								
								support and optimize janus pro ( #12813 )  
							
							 
							
							
							
						 
						
							2025-02-12 15:07:24 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								73cfe293fa 
								
							 
						 
						
							
							
								
								add basic support for Baichuan-M1-14B-Instruct ( #12808 )  
							
							 
							
							
							
						 
						
							2025-02-11 17:27:42 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xiangyu Tian 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								b70ad902b4 
								
							 
						 
						
							
							
								
								Fix ipex-llm CPU linear dtype not match ( #12805 )  
							
							 
							
							
							
						 
						
							2025-02-11 10:34:44 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								eb2df5ed70 
								
							 
						 
						
							
							
								
								common.h -> npu/npu_common.h ( #12800 )  
							
							 
							
							
							
						 
						
							2025-02-10 14:38:22 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								e4ceb722b6 
								
							 
						 
						
							
							
								
								fix qwen2 vl ( #12798 )  
							
							 
							
							
							
						 
						
							2025-02-10 13:25:53 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								3fee838b14 
								
							 
						 
						
							
							
								
								[NPU] Fix of c++ convert example ( #12797 )  
							
							 
							
							
							
						 
						
							2025-02-10 11:17:58 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Kai Huang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								468d3f22fc 
								
							 
						 
						
							
							
								
								Rename NPU public example to llm-cli ( #12790 )  
							
							 
							
							... 
							
							
							
							* rename to llm-cli
* update readme 
							
						 
						
							2025-02-08 10:19:59 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								e90a9ad196 
								
							 
						 
						
							
							
								
								[NPU] Support non-const parameter for decoder layers when keep_ir=True ( #12789 )  
							
							 
							
							... 
							
							
							
							* support layernorm=False for decoder layers
* renbame to meet review
* fix style
* rename to const_parameter
* fix rebase error
* fix rebase error 
							
						 
						
							2025-02-08 09:58:42 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								8aea5319bb 
								
							 
						 
						
							
							
								
								update more lora example ( #12785 )  
							
							 
							
							
							
						 
						
							2025-02-08 09:46:48 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								fd28cf1672 
								
							 
						 
						
							
							
								
								Upgrade ipex-llm[cpp] to oneAPI 2025.0 on Windows ( #12778 )  
							
							 
							
							... 
							
							
							
							* Upgrade ipex-llm[cpp] to oneAPI 2025.0
* Fit oneapi pypi dependency on Windows for now 
							
						 
						
							2025-02-07 18:29:34 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								ca1d7b7c2c 
								
							 
						 
						
							
							
								
								[NPU] Support qwen models with cos_sin_input=True ( #12788 )  
							
							 
							
							
							
						 
						
							2025-02-07 16:41:13 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								6ff7faa781 
								
							 
						 
						
							
							
								
								[NPU] Update deepseek support in python examples and quickstart ( #12786 )  
							
							 
							
							
							
						 
						
							2025-02-07 11:25:16 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								b4f2be2b09 
								
							 
						 
						
							
							
								
								[NPU] Update C++ example to add DeepSeek-R1 ( #12787 )  
							
							 
							
							
							
						 
						
							2025-02-07 11:23:34 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								d0d9c9d636 
								
							 
						 
						
							
							
								
								remove load_in_8bit usage as it is not supported a long time ago ( #12779 )  
							
							 
							
							
							
						 
						
							2025-02-07 11:21:29 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								b4c9e23f73 
								
							 
						 
						
							
							
								
								fix galore and peft finetune example ( #12776 )  
							
							 
							
							
							
						 
						
							2025-02-06 16:36:13 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								c0d6b282b8 
								
							 
						 
						
							
							
								
								fix lisa finetune example ( #12775 )  
							
							 
							
							
							
						 
						
							2025-02-06 16:35:43 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								2e5f2e5dda 
								
							 
						 
						
							
							
								
								fix dpo finetune ( #12774 )  
							
							 
							
							
							
						 
						
							2025-02-06 16:35:21 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								9697197f3e 
								
							 
						 
						
							
							
								
								fix qlora finetune example ( #12769 )  
							
							 
							
							
							
						 
						
							2025-02-06 11:18:28 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								094a25b740 
								
							 
						 
						
							
							
								
								[NPU] Expose parameter to control blob / IR save logic ( #12767 )  
							
							 
							
							... 
							
							
							
							* update api
* fix convert.py
* fix style
* remove unnecessary bin file
* fix style 
							
						 
						
							2025-02-06 10:07:45 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								0237ffb302 
								
							 
						 
						
							
							
								
								refactor xpu linear forward ( #12768 )  
							
							 
							
							
							
						 
						
							2025-02-05 17:40:38 +08:00