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 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								443cb5d4e0 
								
							 
						 
						
							
							
								
								Update Janus-Pro GPU example ( #12906 )  
							
							 
							
							
							
						 
						
							2025-02-28 15:39:03 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								8077850452 
								
							 
						 
						
							
							
								
								[NPU GGUF] Add simple example ( #12853 )  
							
							 
							
							
							
						 
						
							2025-02-21 09:58:00 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								eb2df5ed70 
								
							 
						 
						
							
							
								
								common.h -> npu/npu_common.h ( #12800 )  
							
							 
							
							
							
						 
						
							2025-02-10 14:38:22 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								184adb2653 
								
							 
						 
						
							
							
								
								Small fix to MiniCPM-o-2_6 GPU example ( #12766 )  
							
							 
							
							
							
						 
						
							2025-02-05 11:32:26 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								d11f257ee7 
								
							 
						 
						
							
							
								
								Add GPU example for MiniCPM-o-2_6 ( #12735 )  
							
							 
							
							... 
							
							
							
							* Add init example for omni mode
* Small fix
* Small fix
* Add chat example
* Remove lagecy link
* Further update link
* Add readme
* Small fix
* Update main readme link
* Update based on comments
* Small fix
* Small fix
* Small fix 
							
						 
						
							2025-01-23 16:10:19 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								78cca0a68c 
								
							 
						 
						
							
							
								
								[NPU] update llm-npu-cli example ( #12729 )  
							
							 
							
							... 
							
							
							
							* update cli example
* add license
* rename
* update readme sample output 
							
						 
						
							2025-01-22 09:59:27 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								c52bdff76b 
								
							 
						 
						
							
							
								
								Update Deepseek coder GPU example ( #12712 )  
							
							 
							
							... 
							
							
							
							* Update Deepseek coder GPU example
* Fix based on comment 
							
						 
						
							2025-01-16 14:05:31 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xu, Shuo 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								350fae285d 
								
							 
						 
						
							
							
								
								Add Qwen2-VL HF GPU example with ModelScope Support ( #12606 )  
							
							 
							
							... 
							
							
							
							* Add qwen2-vl example
* complete generate.py & readme
* improve lint style
* update 1-6
* update main readme
* Format and other small fixes
---------
Co-authored-by: Yuwen Hu <yuwen.hu@intel.com> 
							
						 
						
							2025-01-13 15:42:04 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								525b0ee991 
								
							 
						 
						
							
							
								
								[NPU] Tiny fixes on examples ( #12661 )  
							
							 
							
							
							
						 
						
							2025-01-07 14:30:38 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								381d448ee2 
								
							 
						 
						
							
							
								
								[NPU] Example & Quickstart updates ( #12650 )  
							
							 
							
							... 
							
							
							
							* Remove model with optimize_model=False in NPU verified models tables, and remove related example
* Remove experimental in run optimized model section title
* Unify model table order & example cmd
* Move embedding example to separate folder & update quickstart example link
* Add Quickstart reference in main NPU readme
* Small fix
* Small fix
* Move save/load examples under NPU/HF-Transformers-AutoModels
* Add low-bit and polish arguments for LLM Python examples
* Small fix
* Add low-bit and polish arguments for Multi-Model  examples
* Polish argument for Embedding models
* Polish argument for LLM CPP examples
* Add low-bit and polish argument for Save-Load examples
* Add accuracy tuning tips for examples
* Update NPU qucikstart accuracy tuning with low-bit optimizations
* Add save/load section to qucikstart
* Update CPP example sample output to EN
* Add installation regarding cmake for CPP examples
* Small fix
* Small fix
* Small fix
* Small fix
* Small fix
* Small fix
* Unify max prompt length to 512
* Change recommended low-bit for Qwen2.5-3B-Instruct to asym_int4
* Update based on comments
* Small fix 
							
						 
						
							2025-01-07 13:52:41 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								0b377100c5 
								
							 
						 
						
							
							
								
								Add guide for save-load usage ( #12498 )  
							
							 
							
							
							
						 
						
							2025-01-03 16:30:15 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xu, Shuo 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								62318964fa 
								
							 
						 
						
							
							
								
								Update llama example information ( #12640 )  
							
							 
							
							... 
							
							
							
							Co-authored-by: ATMxsp01 <shou.xu@intel.com> 
							
						 
						
							2025-01-02 13:48:39 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								c72a5db757 
								
							 
						 
						
							
							
								
								remove unused code again ( #12624 )  
							
							 
							
							
							
						 
						
							2024-12-27 14:17:11 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								90f6709486 
								
							 
						 
						
							
							
								
								[remove pipeline examples ( #12626 )  
							
							 
							
							
							
						 
						
							2024-12-27 13:42:28 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zijie Li 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								5f04ed7254 
								
							 
						 
						
							
							
								
								NPU] Update prompt format for baichuan2-pipeline ( #12625 )  
							
							 
							
							
							
						 
						
							2024-12-27 11:30:54 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xu, Shuo 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								55ce091242 
								
							 
						 
						
							
							
								
								Add GLM4-Edge-V GPU example ( #12596 )  
							
							 
							
							... 
							
							
							
							* Add GLM4-Edge-V examples
* polish readme
* revert wrong changes
* polish readme
* polish readme
* little polish in reference info and indent
* Small fix and sample output updates
* Update main readme
---------
Co-authored-by: Yuwen Hu <yuwen.hu@intel.com> 
							
						 
						
							2024-12-27 09:40:29 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								796ee571a5 
								
							 
						 
						
							
							
								
								[NPU doc] Update verified platforms ( #12621 )  
							
							 
							
							
							
						 
						
							2024-12-26 17:39:13 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zijie Li 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								ccc4055058 
								
							 
						 
						
							
							
								
								[NPU] Update prompt format for baichuan2 ( #12615 )  
							
							 
							
							... 
							
							
							
							* Update baichuan2.py
* style fix 
							
						 
						
							2024-12-26 11:41:37 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								d841e1dc0d 
								
							 
						 
						
							
							
								
								[NPU] update convert script based on latest usage ( #12617 )  
							
							 
							
							
							
						 
						
							2024-12-26 11:23:04 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xu, Shuo 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								ef585d3360 
								
							 
						 
						
							
							
								
								Polish Readme for ModelScope-related examples ( #12603 )  
							
							 
							
							
							
						 
						
							2024-12-26 10:52:47 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xu, Shuo 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								b0338c5529 
								
							 
						 
						
							
							
								
								Add --modelscope option for glm-v4 MiniCPM-V-2_6 glm-edge and internvl2 ( #12583 )  
							
							 
							
							... 
							
							
							
							* Add --modelscope option for glm-v4 and MiniCPM-V-2_6
* glm-edge
* minicpm-v-2_6:don't use model_hub=modelscope when use lowbit; internvl2
---------
Co-authored-by: ATMxsp01 <shou.xu@intel.com> 
							
						 
						
							2024-12-20 13:54:17 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xu, Shuo 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								47da3c999f 
								
							 
						 
						
							
							
								
								Add --modelscope in GPU examples for minicpm, minicpm3, baichuan2 ( #12564 )  
							
							 
							
							... 
							
							
							
							* Add --modelscope for more models
* minicpm
---------
Co-authored-by: ATMxsp01 <shou.xu@intel.com> 
							
						 
						
							2024-12-19 17:25:46 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xu, Shuo 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								47e90a362f 
								
							 
						 
						
							
							
								
								Add --modelscope in GPU examples for glm4, codegeex2, qwen2 and qwen2.5  ( #12561 )  
							
							 
							
							... 
							
							
							
							* Add --modelscope for more models
* imporve readme
---------
Co-authored-by: ATMxsp01 <shou.xu@intel.com> 
							
						 
						
							2024-12-19 10:00:39 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								680ea7e4a8 
								
							 
						 
						
							
							
								
								[NPU doc] Update configuration for different platforms ( #12554 )  
							
							 
							
							
							
						 
						
							2024-12-17 10:15:09 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xu, Shuo 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								ccc18eefb5 
								
							 
						 
						
							
							
								
								Add Modelscope option for chatglm3 on GPU ( #12545 )  
							
							 
							
							... 
							
							
							
							* Add Modelscope option for GPU model chatglm3
* Update readme
* Update readme
* Update readme
* Update readme
* format update
---------
Co-authored-by: ATMxsp01 <shou.xu@intel.com> 
							
						 
						
							2024-12-16 20:00:37 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Chu,Youcheng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								a86487c539 
								
							 
						 
						
							
							
								
								Add GLM-Edge GPU example ( #12483 )  
							
							 
							
							... 
							
							
							
							* feat: initial commit
* generate.py and README updates
* Update link for main readme
* Update based on comments
* Small fix
---------
Co-authored-by: Yuwen Hu <yuwen.hu@intel.com> 
							
						 
						
							2024-12-16 14:39:19 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jun Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								0b953e61ef 
								
							 
						 
						
							
							
								
								[REFINE] graphmode code ( #12540 )  
							
							 
							
							
							
						 
						
							2024-12-16 09:17:01 +08:00