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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								9d65dcd7ef 
								
							 
						 
						
							
							
								
								Fix deepseek coder with linear rope type support on GPU ( #12709 )  
							
							 
							
							... 
							
							
							
							* Fix deepseek coder with linear rope type
* Style fix
* Move to optimize_pre
* Small fix
* Small fix
* Small fix to not affect other cases
* Style fixes
* Update function name
* Small fix
* Small fix
* Small fix
* Fix for low transformers version first
* Style fix
* Small fix 
							
						 
						
							2025-01-15 21:12:34 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Cengguang Zhang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								9930351112 
								
							 
						 
						
							
							
								
								LLM: add new qtype woq_int4 to support gemm int4 temporary. ( #12706 )  
							
							 
							
							... 
							
							
							
							This PR add temporary qtype woq_int4 to avoid affecting other qtype and models.
Co-authored-by: leonardozcm <leonardo1997zcm@gmail.com> 
							
						 
						
							2025-01-15 14:41:33 +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 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								a1da7908b9 
								
							 
						 
						
							
							
								
								Fix name device is not found bug ( #12703 )  
							
							 
							
							
							
						 
						
							2025-01-13 10:11:02 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								db9db51e2c 
								
							 
						 
						
							
							
								
								fix lnl perf ( #12700 )  
							
							 
							
							
							
						 
						
							2025-01-10 18:00:58 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								da8bcb7db1 
								
							 
						 
						
							
							
								
								[NPU ] fix load logic of glm-edge models ( #12698 )  
							
							 
							
							
							
						 
						
							2025-01-10 16:08:37 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								f8dc408888 
								
							 
						 
						
							
							
								
								fix user issue ( #12692 )  
							
							 
							
							
							
						 
						
							2025-01-10 10:18:47 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								68857494a5 
								
							 
						 
						
							
							
								
								refactor to simplify following upgrade 2 ( #12685 )  
							
							 
							
							
							
						 
						
							2025-01-10 09:29:03 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								7234c9b27b 
								
							 
						 
						
							
							
								
								update quantize kv cache condition ( #12681 )  
							
							 
							
							
							
						 
						
							2025-01-09 15:23:04 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								5d8081afbc 
								
							 
						 
						
							
							
								
								Remove dummy model from performance tests ( #12682 )  
							
							 
							
							
							
						 
						
							2025-01-09 14:50:17 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								1ec40cd09e 
								
							 
						 
						
							
							
								
								refactor to simplify following upgrade ( #12680 )  
							
							 
							
							
							
						 
						
							2025-01-09 13:34:30 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								5c24276fc4 
								
							 
						 
						
							
							
								
								fix custom kernel registration ( #12674 )  
							
							 
							
							
							
						 
						
							2025-01-08 17:39:17 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								a22a8c21bb 
								
							 
						 
						
							
							
								
								small fix and remove ununsed code about ipex ( #12671 )  
							
							 
							
							
							
						 
						
							2025-01-08 17:39:04 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								c11f5f0fcd 
								
							 
						 
						
							
							
								
								also convert SdpaAttention in optimize_model ( #12673 )  
							
							 
							
							
							
						 
						
							2025-01-08 16:48:03 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								7dd156d292 
								
							 
						 
						
							
							
								
								small fix and add comment ( #12670 )  
							
							 
							
							
							
						 
						
							2025-01-08 10:56:50 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								ccf618ff4a 
								
							 
						 
						
							
							
								
								Remove all ipex usage ( #12666 )  
							
							 
							
							
							
						 
						
							2025-01-08 10:31:18 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								5db6f9dcde 
								
							 
						 
						
							
							
								
								Add option with PyTorch 2.6 RC version for testing purposes ( #12668 )  
							
							 
							
							... 
							
							
							
							* Add option with PyTorch 2.6 RC version for testing purposes
* Small update 
							
						 
						
							2025-01-07 18:28:55 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								f9ee7898c8 
								
							 
						 
						
							
							
								
								fix onednn dependency bug ( #12665 )  
							
							 
							
							
							
						 
						
							2025-01-07 16:26:56 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								29ad5c449e 
								
							 
						 
						
							
							
								
								refactor codegeex to remove ipex kernel usage ( #12664 )  
							
							 
							
							
							
						 
						
							2025-01-07 16:17:40 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								525b0ee991 
								
							 
						 
						
							
							
								
								[NPU] Tiny fixes on examples ( #12661 )  
							
							 
							
							
							
						 
						
							2025-01-07 14:30:38 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								ebdf19fa7e 
								
							 
						 
						
							
							
								
								[NPU] Further fix saving of generation config ( #12657 )  
							
							 
							
							... 
							
							
							
							* Further fix saving of generation config
* Fix based on comments
* Small fix 
							
						 
						
							2025-01-07 13:53:54 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								ddc0ef3993 
								
							 
						 
						
							
							
								
								refactor device check and remove cohere/mixtral support ( #12659 )  
							
							 
							
							
							
						 
						
							2025-01-07 11:15:51 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								ea65e4fecc 
								
							 
						 
						
							
							
								
								remove falcon support and related UT ( #12656 )  
							
							 
							
							
							
						 
						
							2025-01-07 09:26:00 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								fae73eee79 
								
							 
						 
						
							
							
								
								[NPU] Support save npu quantized model without npu dependency ( #12647 )  
							
							 
							
							... 
							
							
							
							* support save awq
* load quantized model & save npu compiled model
* fix style
* update
* fix dll load issue
* update error message
* fix style 
							
						 
						
							2025-01-06 18:06:22 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								502461d836 
								
							 
						 
						
							
							
								
								remove unnecessary ipex kernel usage ( #12649 )  
							
							 
							
							
							
						 
						
							2025-01-03 16:45:24 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								9f8b134889 
								
							 
						 
						
							
							
								
								add ipex-llm custom kernel registration ( #12648 )  
							
							 
							
							
							
						 
						
							2025-01-03 16:45:04 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								0b377100c5 
								
							 
						 
						
							
							
								
								Add guide for save-load usage ( #12498 )  
							
							 
							
							
							
						 
						
							2025-01-03 16:30:15 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Wang, Jian4 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								6711a48a36 
								
							 
						 
						
							
							
								
								Enable internvl2-8b on vllm( #12645 )  
							
							 
							
							
							
						 
						
							2025-01-03 14:49:36 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zijie Li 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								8fd2dcba86 
								
							 
						 
						
							
							
								
								Add benchmark_util for transformers >= 4.47.0 ( #12644 )  
							
							 
							
							
							
						 
						
							2025-01-03 10:48:29 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								8e5328e9b4 
								
							 
						 
						
							
							
								
								add disable opts for awq ( #12641 )  
							
							 
							
							
							
						 
						
							2025-01-02 15:45:22 +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 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								81211fd010 
								
							 
						 
						
							
							
								
								remove unused code ( #12635 )  
							
							 
							
							
							
						 
						
							2025-01-02 13:31:09 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								534566e290 
								
							 
						 
						
							
							
								
								[NPU] Support minicpm-v with python cpp backend ( #12637 )  
							
							 
							
							
							
						 
						
							2025-01-02 11:13:15 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								f289f68d57 
								
							 
						 
						
							
							
								
								small fix ( #12634 )  
							
							 
							
							
							
						 
						
							2024-12-30 17:14:25 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								2d08155513 
								
							 
						 
						
							
							
								
								remove bmm, which is only required in ipex 2.0 ( #12630 )  
							
							 
							
							
							
						 
						
							2024-12-27 17:28:57 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								f17ccfa61a 
								
							 
						 
						
							
							
								
								[NPU] Fix save-load usage of minicpm models ( #12628 )  
							
							 
							
							
							
						 
						
							2024-12-27 15:56:46 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								c72a5db757 
								
							 
						 
						
							
							
								
								remove unused code again ( #12624 )  
							
							 
							
							
							
						 
						
							2024-12-27 14:17:11 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								46eeab4479 
								
							 
						 
						
							
							
								
								[NPU] Fix regression caused by layer_norm change ( #12627 )  
							
							 
							
							
							
						 
						
							2024-12-27 14:08:49 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								34dbdb8ee3 
								
							 
						 
						
							
							
								
								small fix ( #12623 )  
							
							 
							
							
							
						 
						
							2024-12-27 10:19:27 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								bbdbbb0d88 
								
							 
						 
						
							
							
								
								[NPU] Compatible with other third-party models like auto-round ( #12620 )  
							
							 
							
							... 
							
							
							
							* support third party model
* simplify code
* fix sty;e
* fix sym int4 GW
* code refactor
* fix 
							
						 
						
							2024-12-26 17:25:18 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								a9abde0b5d 
								
							 
						 
						
							
							
								
								support passing attn_scale to sdpa ( #12619 )  
							
							 
							
							
							
						 
						
							2024-12-26 16:58:09 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Shaojun Liu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								40a7d2b4f0 
								
							 
						 
						
							
							
								
								Consolidated C-Eval Benchmark Guide for Single-GPU and Multi-GPU Environments ( #12618 )  
							
							 
							
							... 
							
							
							
							* run c-eval on multi-GPUs
* Update README.md 
							
						 
						
							2024-12-26 15:23:32 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								1604b4ead8 
								
							 
						 
						
							
							
								
								small fix ( #12616 )  
							
							 
							
							
							
						 
						
							2024-12-26 11:35:12 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								a596f1ae5f 
								
							 
						 
						
							
							
								
								remove bigdl-llm test to fix langchain UT ( #12613 )  
							
							 
							
							
							
						 
						
							2024-12-26 10:17:25 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								9e895f04ec 
								
							 
						 
						
							
							
								
								[NPU] fix npu save ( #12614 )  
							
							 
							
							... 
							
							
							
							* fix npu save
* update 
							
						 
						
							2024-12-26 09:21:16 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								6249c1e373 
								
							 
						 
						
							
							
								
								rewrite llama optimization ( #12609 )  
							
							 
							
							
							
						 
						
							2024-12-25 17:04:32 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								5f5ac8a856 
								
							 
						 
						
							
							
								
								fix llama related import ( #12611 )  
							
							 
							
							
							
						 
						
							2024-12-25 16:23:52 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								4e6b9d804f 
								
							 
						 
						
							
							
								
								add compresskv back for mistral ( #12607 )  
							
							 
							
							... 
							
							
							
							* add compresskv back for mistral
* fix
* fix 
							
						 
						
							2024-12-25 11:06:08 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								4135b895b3 
								
							 
						 
						
							
							
								
								refactor chatglm2, internlm, stablelm and qwen ( #12604 )  
							
							 
							
							
							
						 
						
							2024-12-24 18:18:00 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								073f936c37 
								
							 
						 
						
							
							
								
								refactor mistral and phi3 ( #12605 )  
							
							 
							
							
							
						 
						
							2024-12-24 17:52:32 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								45f8f72a28 
								
							 
						 
						
							
							
								
								[NPU] Fix minicpm on MTL ( #12599 )  
							
							 
							
							
							
						 
						
							2024-12-24 15:37:56 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								ad2dc965c5 
								
							 
						 
						
							
							
								
								refactor mllama, gpt2 and internvl ( #12602 )  
							
							 
							
							
							
						 
						
							2024-12-24 14:18:31 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								7aaf02f602 
								
							 
						 
						
							
							
								
								refactor baichuan, glm4 and minicpm3 ( #12600 )  
							
							 
							
							
							
						 
						
							2024-12-24 14:16:30 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zijie Li 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								c410d9cf73 
								
							 
						 
						
							
							
								
								[NPU] support asym_int4 for baichuan ( #12576 )  
							
							 
							
							... 
							
							
							
							* add npu support for baichuan
* Update baichuan_mp.py
* Update baichuan_mp.py 
							
						 
						
							2024-12-24 09:17:50 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								098eb335b2 
								
							 
						 
						
							
							
								
								refactor sd 1.5 and qwen2-vl and fix ( #12590 )  
							
							 
							
							
							
						 
						
							2024-12-20 17:34:55 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								b050368efc 
								
							 
						 
						
							
							
								
								refactor yuan2 and starcoder2 and fix ( #12589 )  
							
							 
							
							
							
						 
						
							2024-12-20 16:41:50 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								6ea8033635 
								
							 
						 
						
							
							
								
								refactor glm edge ( #12588 )  
							
							 
							
							
							
						 
						
							2024-12-20 15:36:57 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								f3b5fad3be 
								
							 
						 
						
							
							
								
								refactor qwen2 and llama3 ( #12587 )  
							
							 
							
							
							
						 
						
							2024-12-20 13:25:25 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								3eeb02f1be 
								
							 
						 
						
							
							
								
								support Megrez-3B-Omni ( #12582 )  
							
							 
							
							
							
						 
						
							2024-12-19 17:23:01 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								4e7e988f70 
								
							 
						 
						
							
							
								
								[NPU] Fix MTL and ARL support ( #12580 )  
							
							 
							
							
							
						 
						
							2024-12-19 16:55:30 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								80f2fdc37b 
								
							 
						 
						
							
							
								
								optimize new minicpm model ( #12579 )  
							
							 
							
							
							
						 
						
							2024-12-19 14:22:47 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								4540424271 
								
							 
						 
						
							
							
								
								optimize siglip attention again ( #12578 )  
							
							 
							
							
							
						 
						
							2024-12-19 13:40:48 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								e0921f80c1 
								
							 
						 
						
							
							
								
								padding mask on torch side ( #12577 )  
							
							 
							
							
							
						 
						
							2024-12-19 10:53:02 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								e2ae42929a 
								
							 
						 
						
							
							
								
								small fix ( #12573 )  
							
							 
							
							
							
						 
						
							2024-12-18 15:48:22 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								a4eb561f36 
								
							 
						 
						
							
							
								
								optimize siglip attention on arc ( #12569 )  
							
							 
							
							
							
						 
						
							2024-12-18 14:19:43 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zijie Li 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								1a2ab12876 
								
							 
						 
						
							
							
								
								[NPU] support asym_int4 for minicpm ( #12567 )  
							
							 
							
							
							
						 
						
							2024-12-18 10:55:35 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								6278cafc25 
								
							 
						 
						
							
							
								
								Add setuptools as a basic dependency ( #12563 )  
							
							 
							
							... 
							
							
							
							* Add setuptools as a basic dependency
* Remove unnecessary requirements of setuptools in example/unit/nightly tests 
							
						 
						
							2024-12-17 16:56:41 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zijie Li 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								fcb474820d 
								
							 
						 
						
							
							
								
								[NPU] support asym_int4 for llama ( #12556 )  
							
							 
							
							... 
							
							
							
							* add llama-imatrix
* fix bugs in llama.py
* style fix 
							
						 
						
							2024-12-17 14:01:17 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								a608f26cc8 
								
							 
						 
						
							
							
								
								use new fused layer norm ( #12553 )  
							
							 
							
							
							
						 
						
							2024-12-17 13:52:35 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								5ae0006103 
								
							 
						 
						
							
							
								
								remove old rope usage ( #12552 )  
							
							 
							
							
							
						 
						
							2024-12-16 15:59:36 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								caf15cc5ef 
								
							 
						 
						
							
							
								
								[NPU] Add IPEX_LLM_NPU_MTL to enable support on mtl ( #12543 )  
							
							 
							
							
							
						 
						
							2024-12-13 17:01:13 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								c090d167dc 
								
							 
						 
						
							
							
								
								remove old rope usage ( #12544 )  
							
							 
							
							
							
						 
						
							2024-12-13 16:54:58 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								d20a968ce2 
								
							 
						 
						
							
							
								
								[NPU] Fix generate example ( #12541 )  
							
							 
							
							
							
						 
						
							2024-12-13 14:07:24 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								15219944b8 
								
							 
						 
						
							
							
								
								optimize glm edge again ( #12539 )  
							
							 
							
							
							
						 
						
							2024-12-13 13:52:39 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								6596c18489 
								
							 
						 
						
							
							
								
								[NPU] Modify IPEX_LLM_NPU_DISABLE_COMPILE_OPT setting for long input ( #12537 )  
							
							 
							
							
							
						 
						
							2024-12-13 13:49:56 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								7cc01fdc86 
								
							 
						 
						
							
							
								
								[NPU] further fix of new_value_states ( #12538 )  
							
							 
							
							
							
						 
						
							2024-12-13 13:42:00 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Heyang Sun 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								fa261b8af1 
								
							 
						 
						
							
							
								
								torch 2.3 inference docker ( #12517 )  
							
							 
							
							... 
							
							
							
							* torch 2.3 inference docker
* Update README.md
* add convert code
* rename image
* remove 2.1 and add graph example
* Update README.md 
							
						 
						
							2024-12-13 10:47:04 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								f36c23664f 
								
							 
						 
						
							
							
								
								[NPU] Fix abnormal output with latest driver ( #12530 )  
							
							 
							
							
							
						 
						
							2024-12-12 17:56:30 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								ffce86d69f 
								
							 
						 
						
							
							
								
								add basic glm-edge-v support ( #12533 )  
							
							 
							
							
							
						 
						
							2024-12-12 17:25:48 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								3e0823d2ae 
								
							 
						 
						
							
							
								
								add basic glm-edge support ( #12531 )  
							
							 
							
							
							
						 
						
							2024-12-12 16:02:22 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								dbaf4abcb3 
								
							 
						 
						
							
							
								
								[NPU] Update C++ example with repetition_penalty & update Python code accordingly ( #12528 )  
							
							 
							
							... 
							
							
							
							* Update c++ npu examples with repetition penalty
* Fit python with updated C++ API
* Style fix
* Small fix
* Small fix 
							
						 
						
							2024-12-12 13:42:55 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Shaojun Liu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								2cce89691a 
								
							 
						 
						
							
							
								
								Enable use_batch_forward Optimization on Battlemage GPU ( #12516 )  
							
							 
							
							... 
							
							
							
							* Update get_xpu_device_type() to support bmg
* enable use_batch_forward for bmg
* Update low_bit_linear.py
* Update utils.py
* use batch kernel for fp8e5 
							
						 
						
							2024-12-12 12:44:36 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								6fc27da9c1 
								
							 
						 
						
							
							
								
								[NPU] Update glm-edge support in docs ( #12529 )  
							
							 
							
							
							
						 
						
							2024-12-12 11:14:09 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								509bdb4661 
								
							 
						 
						
							
							
								
								[NPU] Fix minicpm-2B error ( #12527 )  
							
							 
							
							
							
						 
						
							2024-12-11 16:49:32 +08:00