binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								40edb7b5d7 
								
							 
						 
						
							
							
								
								LLM: fix get environment variables setting ( #9787 )  
							
							 
							
							
							
						 
						
							2023-12-27 09:11:37 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								1917bbe626 
								
							 
						 
						
							
							
								
								LLM: fix BF16Linear related training & inference issue ( #9755 )  
							
							 
							
							... 
							
							
							
							* fix bf16 related issue
* fix
* update based on comment & add arc lora script
* update readme
* update based on comment
* update based on comment
* update
* force to bf16
* fix style
* move check input dtype into function
* update convert
* meet code review
* meet code review
* update merged model to support new training_mode api
* fix typo 
							
						 
						
							2023-12-25 14:49:30 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
							
							
								
							
							
								449b387125 
								
							 
						 
						
							
							
								
								Support relora in bigdl-llm ( #9687 )  
							
							 
							
							... 
							
							
							
							* init
* fix style
* update
* support resume & update readme
* update
* update
* remove important
* add training mode
* meet comments 
							
						 
						
							2023-12-25 14:04:28 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Qiyuan Gong 
								
							 
						 
						
							
							
							
							
								
							
							
								4c487313f2 
								
							 
						 
						
							
							
								
								Revert "[LLM] IPEX auto importer turn on by default for XPU ( #9730 )" ( #9759 )  
							
							 
							
							... 
							
							
							
							This reverts commit 0284801fbd . 
							
						 
						
							2023-12-22 16:38:24 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Qiyuan Gong 
								
							 
						 
						
							
							
							
							
								
							
							
								0284801fbd 
								
							 
						 
						
							
							
								
								[LLM] IPEX auto importer turn on by default for XPU ( #9730 )  
							
							 
							
							... 
							
							
							
							* Set BIGDL_IMPORT_IPEX default to true, i.e., auto import IPEX for XPU.
* Remove import intel_extension_for_pytorch as ipex from GPU example.
* Add support for bigdl-core-xe-21. 
							
						 
						
							2023-12-22 16:20:32 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								2f36769208 
								
							 
						 
						
							
							
								
								LLM: bigdl-llm lora support & lora example ( #9740 )  
							
							 
							
							... 
							
							
							
							* lora support and single card example
* support multi-card, refactor code
* fix model id and style
* remove torch patch, add two new class for bf16, update example
* fix style
* change to training_mode
* small fix
* add more info in help
* fixstyle, update readme
* fix ut
* fix ut
* Handling compatibility issues with default LoraConfig 
							
						 
						
							2023-12-22 11:05:39 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								12df70953e 
								
							 
						 
						
							
							
								
								LLM: add resume_from_checkpoint related section ( #9705 )  
							
							 
							
							
							
						 
						
							2023-12-18 12:27:02 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
							
							
								
							
							
								70f5e7bf0d 
								
							 
						 
						
							
							
								
								Support peft LoraConfig ( #9636 )  
							
							 
							
							... 
							
							
							
							* support peft loraconfig
* use testcase to test
* fix style
* meet comments 
							
						 
						
							2023-12-08 16:13:03 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								499100daf1 
								
							 
						 
						
							
							
								
								LLM: Add solution to fix oneccl related error ( #9630 )  
							
							 
							
							
							
						 
						
							2023-12-08 10:51:55 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
							
							
								
							
							
								404e101ded 
								
							 
						 
						
							
							
								
								QALora example ( #9551 )  
							
							 
							
							... 
							
							
							
							* Support qa-lora
* init
* update
* update
* update
* update
* update
* update merge
* update
* fix style & update scripts
* update
* address comments
* fix typo
* fix typo
---------
Co-authored-by: Yang Wang <yang3.wang@intel.com> 
							
						 
						
							2023-12-06 15:36:21 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Wang, Jian4 
								
							 
						 
						
							
							
							
							
								
							
							
								ed0dc57c6e 
								
							 
						 
						
							
							
								
								LLM: Add cpu qlora support other models guide ( #9567 )  
							
							 
							
							... 
							
							
							
							* use bf16 flag
* add using baichuan model
* update merge
* remove
* update 
							
						 
						
							2023-12-01 11:18:04 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								4ff2ca9d0d 
								
							 
						 
						
							
							
								
								LLM: fix loss error on Arc ( #9550 )  
							
							 
							
							
							
						 
						
							2023-11-29 15:16:18 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								2b9c7d2a59 
								
							 
						 
						
							
							
								
								LLM: quick fix alpaca qlora finetuning script ( #9534 )  
							
							 
							
							
							
						 
						
							2023-11-27 11:04:27 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								1a2129221d 
								
							 
						 
						
							
							
								
								LLM: support resume from checkpoint in Alpaca QLoRA ( #9502 )  
							
							 
							
							
							
						 
						
							2023-11-22 13:49:14 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								076d106ef5 
								
							 
						 
						
							
							
								
								LLM: GPU QLoRA update to bf16 to accelerate gradient checkpointing ( #9499 )  
							
							 
							
							... 
							
							
							
							* update to bf16 to accelerate gradient checkpoint
* add utils and fix ut 
							
						 
						
							2023-11-21 17:08:36 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								b7ae572ac3 
								
							 
						 
						
							
							
								
								LLM: update Alpaca QLoRA finetuning example on GPU ( #9492 )  
							
							 
							
							
							
						 
						
							2023-11-21 14:22:19 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								3dac21ac7b 
								
							 
						 
						
							
							
								
								LLM: add more example usages about alpaca qlora on different hardware ( #9458 )  
							
							 
							
							
							
						 
						
							2023-11-17 09:56:43 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								0f82b8c3a0 
								
							 
						 
						
							
							
								
								LLM: update qlora example ( #9454 )  
							
							 
							
							... 
							
							
							
							* update qlora example
* fix loss=0 
							
						 
						
							2023-11-15 09:24:15 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								54d95e4907 
								
							 
						 
						
							
							
								
								LLM: add alpaca qlora finetuning example ( #9276 )  
							
							 
							
							
							
						 
						
							2023-11-08 16:25:17 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								d383ee8efb 
								
							 
						 
						
							
							
								
								LLM: update QLoRA example about accelerate version( #9314 )  
							
							 
							
							
							
						 
						
							2023-10-31 13:54:38 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yang Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								7a2de00b48 
								
							 
						 
						
							
							
								
								Fixes for xpu Bf16 training ( #9156 )  
							
							 
							
							... 
							
							
							
							* Support bf16 training
* Use a stable transformer version
* remove env
* fix style 
							
						 
						
							2023-10-14 21:28:59 -07:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								5e9962b60e 
								
							 
						 
						
							
							
								
								LLM: update example layout ( #9046 )  
							
							 
							
							
							
						 
						
							2023-10-09 15:36:39 +08:00