Wang, Jian4 
								
							 
						 
						
							
							
							
							
								
							
							
								093e6f8f73 
								
							 
						 
						
							
							
								
								LLM: Add qwen CPU speculative example ( #9985 )  
							
							 
							
							... 
							
							
							
							* init from gpu
* update for cpu
* update
* update
* fix xpu readme
* update
* update example prompt
* update prompt and add 72b
* update
* update 
							
						 
						
							2024-01-25 17:01:34 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
							
							
								
							
							
								99ff6cf048 
								
							 
						 
						
							
							
								
								Update gpu spec decoding baichuan2 example dependency ( #9990 )  
							
							 
							
							... 
							
							
							
							* add dependency
* update
* update 
							
						 
						
							2024-01-25 11:05:04 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jason Dai 
								
							 
						 
						
							
							
							
							
								
							
							
								3bc3d0bbcd 
								
							 
						 
						
							
							
								
								Update self-speculative readme ( #9986 )  
							
							 
							
							
							
						 
						
							2024-01-24 22:37:32 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								d4f65a6033 
								
							 
						 
						
							
							
								
								LLM: add mistral speculative example ( #9976 )  
							
							 
							
							... 
							
							
							
							* add mistral example
* update 
							
						 
						
							2024-01-24 17:35:15 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
							
							
								
							
							
								b176cad75a 
								
							 
						 
						
							
							
								
								LLM: Add baichuan2 gpu spec example ( #9973 )  
							
							 
							
							... 
							
							
							
							* add baichuan2 gpu spec example
* update readme & example
* remove print
* fix typo
* meet comments
* revert
* update 
							
						 
						
							2024-01-24 16:40:16 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jinyi Wan 
								
							 
						 
						
							
							
							
							
								
							
							
								ec2d9de0ea 
								
							 
						 
						
							
							
								
								Fix README.md for solar ( #9957 )  
							
							 
							
							
							
						 
						
							2024-01-24 15:50:54 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Mingyu Wei 
								
							 
						 
						
							
							
							
							
								
							
							
								bc9cff51a8 
								
							 
						 
						
							
							
								
								LLM GPU Example Update for Windows Support ( #9902 )  
							
							 
							
							... 
							
							
							
							* Update README in LLM GPU Examples
* Update reference of Intel GPU
* add cpu_embedding=True in comment
* small fixes
* update GPU/README.md and add explanation for cpu_embedding=True
* address comments
* fix small typos
* add backtick for cpu_embedding=True
* remove extra backtick in the doc
* add period mark
* update readme 
							
						 
						
							2024-01-24 13:42:27 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
							
							
								
							
							
								5aa4b32c1b 
								
							 
						 
						
							
							
								
								LLM: Add qwen spec gpu example ( #9965 )  
							
							 
							
							... 
							
							
							
							* add qwen spec gpu example
* update readme
---------
Co-authored-by: rnwang04 <ruonan1.wang@intel.com> 
							
						 
						
							2024-01-23 15:59:43 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								60b35db1f1 
								
							 
						 
						
							
							
								
								LLM: add chatglm3 speculative decoding example ( #9966 )  
							
							 
							
							... 
							
							
							
							* add chatglm3 example
* update
* fix 
							
						 
						
							2024-01-23 15:54:12 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								27b19106f3 
								
							 
						 
						
							
							
								
								LLM: add readme for speculative decoding gpu examples ( #9961 )  
							
							 
							
							... 
							
							
							
							* add readme
* add readme
* meet code review 
							
						 
						
							2024-01-23 12:54:19 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								3e601f9a5d 
								
							 
						 
						
							
							
								
								LLM: Support speculative decoding in bigdl-llm ( #9951 )  
							
							 
							
							... 
							
							
							
							* first commit
* fix error, add llama example
* hidden print
* update api usage
* change to api v3
* update
* meet code review
* meet code review, fix style
* add reference, fix style
* fix style
* fix first token time 
							
						 
						
							2024-01-22 19:14:56 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								db8e90796a 
								
							 
						 
						
							
							
								
								LLM: add avg token latency information and benchmark guide of autotp ( #9940 )  
							
							 
							
							
							
						 
						
							2024-01-19 15:09:57 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Heyang Sun 
								
							 
						 
						
							
							
							
							
								
							
							
								5184f400f9 
								
							 
						 
						
							
							
								
								Fix Mixtral GGUF Wrong Output Issue ( #9930 )  
							
							 
							
							... 
							
							
							
							* Fix Mixtral GGUF Wrong Output Issue
* fix style
* fix style 
							
						 
						
							2024-01-18 14:11:27 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jinyi Wan 
								
							 
						 
						
							
							
							
							
								
							
							
								07485eff5a 
								
							 
						 
						
							
							
								
								Add SOLAR-10.7B to README ( #9869 )  
							
							 
							
							
							
						 
						
							2024-01-11 14:28:41 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									ZehuaCao 
								
							 
						 
						
							
							
							
							
								
							
							
								e76d984164 
								
							 
						 
						
							
							
								
								[LLM] Support llm-awq vicuna-7b-1.5 on arc ( #9874 )  
							
							 
							
							... 
							
							
							
							* support llm-awq vicuna-7b-1.5 on arc
* support llm-awq vicuna-7b-1.5 on arc 
							
						 
						
							2024-01-10 14:28:39 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
							
							
								
							
							
								023679459e 
								
							 
						 
						
							
							
								
								[LLM] Small fixes for finetune related examples and UTs ( #9870 )  
							
							 
							
							
							
						 
						
							2024-01-09 18:05:03 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
							
							
								
							
							
								23fc888abe 
								
							 
						 
						
							
							
								
								Update llm gpu xpu default related info to PyTorch 2.1 ( #9866 )  
							
							 
							
							
							
						 
						
							2024-01-09 15:38:47 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								294fd32787 
								
							 
						 
						
							
							
								
								LLM: update DeepSpeed AutoTP example with GPU memory optimization ( #9823 )  
							
							 
							
							
							
						 
						
							2024-01-09 09:22:49 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jinyi Wan 
								
							 
						 
						
							
							
							
							
								
							
							
								3147ebe63d 
								
							 
						 
						
							
							
								
								Add cpu and gpu examples for SOLAR-10.7B ( #9821 )  
							
							 
							
							
							
						 
						
							2024-01-05 09:50:28 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								8504a2bbca 
								
							 
						 
						
							
							
								
								LLM: update qlora alpaca example to change lora usage ( #9835 )  
							
							 
							
							... 
							
							
							
							* update example
* fix style 
							
						 
						
							2024-01-04 15:22:20 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ziteng Zhang 
								
							 
						 
						
							
							
							
							
								
							
							
								05b681fa85 
								
							 
						 
						
							
							
								
								[LLM] IPEX auto importer set on by default ( #9832 )  
							
							 
							
							... 
							
							
							
							* Set BIGDL_IMPORT_IPEX default to True
* Remove import intel_extension_for_pytorch as ipex from GPU example 
							
						 
						
							2024-01-04 13:33:29 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Wang, Jian4 
								
							 
						 
						
							
							
							
							
								
							
							
								4ceefc9b18 
								
							 
						 
						
							
							
								
								LLM: Support bitsandbytes config on qlora finetune ( #9715 )  
							
							 
							
							... 
							
							
							
							* test support bitsandbytesconfig
* update style
* update cpu example
* update example
* update readme
* update unit test
* use bfloat16
* update logic
* use int4
* set defalut bnb_4bit_use_double_quant
* update
* update example
* update model.py
* update
* support lora example 
							
						 
						
							2024-01-04 11:23:16 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Wang, Jian4 
								
							 
						 
						
							
							
							
							
								
							
							
								a54cd767b1 
								
							 
						 
						
							
							
								
								LLM: Add gguf falcon ( #9801 )  
							
							 
							
							... 
							
							
							
							* init falcon
* update convert.py
* update style 
							
						 
						
							2024-01-03 14:49:02 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								6584539c91 
								
							 
						 
						
							
							
								
								LLM: fix installation of codellama ( #9813 )  
							
							 
							
							
							
						 
						
							2024-01-02 14:32:50 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Wang, Jian4 
								
							 
						 
						
							
							
							
							
								
							
							
								7ed9538b9f 
								
							 
						 
						
							
							
								
								LLM: support gguf mpt ( #9773 )  
							
							 
							
							... 
							
							
							
							* add gguf mpt
* update 
							
						 
						
							2023-12-28 09:22:39 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								40edb7b5d7 
								
							 
						 
						
							
							
								
								LLM: fix get environment variables setting ( #9787 )  
							
							 
							
							
							
						 
						
							2023-12-27 09:11:37 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jason Dai 
								
							 
						 
						
							
							
							
							
								
							
							
								361781bcd0 
								
							 
						 
						
							
							
								
								Update readme ( #9788 )  
							
							 
							
							
							
						 
						
							2023-12-26 19:46:11 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ziteng Zhang 
								
							 
						 
						
							
							
							
							
								
							
							
								44b4a0c9c5 
								
							 
						 
						
							
							
								
								[LLM] Correct prompt format of Yi, Llama2 and Qwen in generate.py ( #9786 )  
							
							 
							
							... 
							
							
							
							* correct prompt format of Yi
* correct prompt format of llama2 in cpu generate.py
* correct prompt format of Qwen in GPU example 
							
						 
						
							2023-12-26 16:57:55 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Heyang Sun 
								
							 
						 
						
							
							
							
							
								
							
							
								66e286a73d 
								
							 
						 
						
							
							
								
								Support for Mixtral AWQ ( #9775 )  
							
							 
							
							... 
							
							
							
							* Support for Mixtral AWQ
* Update README.md
* Update README.md
* Update awq_config.py
* Update README.md
* Update README.md 
							
						 
						
							2023-12-25 16:08:09 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								be13b162fe 
								
							 
						 
						
							
							
								
								add codeshell example ( #9743 )  
							
							 
							
							
							
						 
						
							2023-12-25 10:54:01 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								ed8ed76d4f 
								
							 
						 
						
							
							
								
								LLM: update deepspeed autotp usage ( #9733 )  
							
							 
							
							
							
						 
						
							2023-12-25 09:41:14 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Wang, Jian4 
								
							 
						 
						
							
							
							
							
								
							
							
								984697afe2 
								
							 
						 
						
							
							
								
								LLM: Add bloom gguf support ( #9734 )  
							
							 
							
							... 
							
							
							
							* init
* update bloom add merges
* update
* update readme
* update for llama error
* update 
							
						 
						
							2023-12-21 14:06:25 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Heyang Sun 
								
							 
						 
						
							
							
							
							
								
							
							
								1fa7793fc0 
								
							 
						 
						
							
							
								
								Load Mixtral GGUF Model ( #9690 )  
							
							 
							
							... 
							
							
							
							* Load Mixtral GGUF Model
* refactor
* fix empty tensor when to cpu
* update gpu and cpu readmes
* add dtype when set tensor into module 
							
						 
						
							2023-12-19 13:54:38 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								12df70953e 
								
							 
						 
						
							
							
								
								LLM: add resume_from_checkpoint related section ( #9705 )  
							
							 
							
							
							
						 
						
							2023-12-18 12:27:02 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Wang, Jian4 
								
							 
						 
						
							
							
							
							
								
							
							
								b8437a1c1e 
								
							 
						 
						
							
							
								
								LLM: Add gguf mistral model support ( #9691 )  
							
							 
							
							... 
							
							
							
							* add mistral support
* need to upgrade transformers version
* update 
							
						 
						
							2023-12-15 13:37:39 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Wang, Jian4 
								
							 
						 
						
							
							
							
							
								
							
							
								496bb2e845 
								
							 
						 
						
							
							
								
								LLM: Support load BaiChuan model family gguf model ( #9685 )  
							
							 
							
							... 
							
							
							
							* support baichuan model family gguf model
* update gguf generate.py
* add verify models
* add support model_family
* update
* update style
* update type
* update readme
* update
* remove support model_family 
							
						 
						
							2023-12-15 13:34:33 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jason Dai 
								
							 
						 
						
							
							
							
							
								
							
							
								37f509bb95 
								
							 
						 
						
							
							
								
								Update readme ( #9692 )  
							
							 
							
							
							
						 
						
							2023-12-14 19:50:21 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									ZehuaCao 
								
							 
						 
						
							
							
							
							
								
							
							
								877229f3be 
								
							 
						 
						
							
							
								
								[LLM]Add Yi-34B-AWQ to verified AWQ model. ( #9676 )  
							
							 
							
							... 
							
							
							
							* verfiy Yi-34B-AWQ
* update 
							
						 
						
							2023-12-14 09:55:47 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								68a4be762f 
								
							 
						 
						
							
							
								
								remove disco mixtral, update oneapi version ( #9671 )  
							
							 
							
							
							
						 
						
							2023-12-13 23:24:59 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									ZehuaCao 
								
							 
						 
						
							
							
							
							
								
							
							
								503880809c 
								
							 
						 
						
							
							
								
								verfiy codeLlama ( #9668 )  
							
							 
							
							
							
						 
						
							2023-12-13 15:39:31 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								bf1bcf4a14 
								
							 
						 
						
							
							
								
								add official Mixtral model support ( #9663 )  
							
							 
							
							
							
						 
						
							2023-12-12 22:27:07 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								2fe38b4b9b 
								
							 
						 
						
							
							
								
								LLM: add mixtral GPU examples ( #9661 )  
							
							 
							
							
							
						 
						
							2023-12-12 20:26:36 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									ZehuaCao 
								
							 
						 
						
							
							
							
							
								
							
							
								45721f3473 
								
							 
						 
						
							
							
								
								verfiy llava ( #9649 )  
							
							 
							
							
							
						 
						
							2023-12-11 14:26:05 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Heyang Sun 
								
							 
						 
						
							
							
							
							
								
							
							
								9f02f96160 
								
							 
						 
						
							
							
								
								[LLM] support for Yi AWQ model ( #9648 )  
							
							 
							
							
							
						 
						
							2023-12-11 14:07:34 +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