binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								9975b029c5 
								
							 
						 
						
							
							
								
								LLM: add qlora finetuning example using trl.SFTTrainer ( #10183 )  
							
							 
							
							
							
						 
						
							2024-02-21 16:40:04 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zhicun 
								
							 
						 
						
							
							
							
							
								
							
							
								c7e839e66c 
								
							 
						 
						
							
							
								
								Add Qwen1.5-7B-Chat ( #10113 )  
							
							 
							
							... 
							
							
							
							* add Qwen1.5-7B-Chat
* modify Qwen1.5 example
* update README
* update prompt format
* update folder name and example README
* add Chinese prompt sample output
* update link in README
* correct the link
* update transformer version 
							
						 
						
							2024-02-21 13:29:29 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								11fe5a87ec 
								
							 
						 
						
							
							
								
								LLM: add Modelscope model example ( #10126 )  
							
							 
							
							
							
						 
						
							2024-02-08 11:18:07 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jin Qiao 
								
							 
						 
						
							
							
							
							
								
							
							
								0fcfbfaf6f 
								
							 
						 
						
							
							
								
								LLM: add rwkv5 eagle GPU HF example ( #10122 )  
							
							 
							
							... 
							
							
							
							* LLM: add rwkv5 eagle example
* fix
* fix link 
							
						 
						
							2024-02-07 16:58:29 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								c1ec3d8921 
								
							 
						 
						
							
							
								
								LLM: update FAQ about too many open files ( #10119 )  
							
							 
							
							
							
						 
						
							2024-02-07 15:02:24 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jin Qiao 
								
							 
						 
						
							
							
							
							
								
							
							
								d3d2ee1b63 
								
							 
						 
						
							
							
								
								LLM: add speech T5 GPU example ( #10090 )  
							
							 
							
							... 
							
							
							
							* add speech t5 example
* fix
* fix 
							
						 
						
							2024-02-07 10:50:02 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jin Qiao 
								
							 
						 
						
							
							
							
							
								
							
							
								2f4c754759 
								
							 
						 
						
							
							
								
								LLM: add bark gpu example ( #10091 )  
							
							 
							
							... 
							
							
							
							* add bark gpu example
* fix
* fix license
* add bark
* add example
* fix
* another way 
							
						 
						
							2024-02-07 10:47:11 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
							
							
								
							
							
								3a46b57253 
								
							 
						 
						
							
							
								
								[LLM] Add RWKV4 HF GPU Example ( #10105 )  
							
							 
							
							... 
							
							
							
							* Add GPU HF example for RWKV 4
* Add link to rwkv4
* fix 
							
						 
						
							2024-02-06 16:30:24 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zhicun 
								
							 
						 
						
							
							
							
							
								
							
							
								7d2be7994f 
								
							 
						 
						
							
							
								
								add phixtral and optimize phi-moe ( #10052 )  
							
							 
							
							
							
						 
						
							2024-02-05 11:12:47 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								7e49fbc5dd 
								
							 
						 
						
							
							
								
								LLM: make finetuning examples more common for other models ( #10078 )  
							
							 
							
							
							
						 
						
							2024-02-04 16:03:52 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									ivy-lv11 
								
							 
						 
						
							
							
							
							
								
							
							
								428b7105f6 
								
							 
						 
						
							
							
								
								Add HF and PyTorch example InternLM2 ( #10061 )  
							
							 
							
							
							
						 
						
							2024-02-04 10:25:55 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
							
							
								
							
							
								77be19bb97 
								
							 
						 
						
							
							
								
								LLM: Support gpt-j in speculative decoding ( #10067 )  
							
							 
							
							... 
							
							
							
							* gptj
* support gptj in speculative decoding
* fix
* update readme
* small fix 
							
						 
						
							2024-02-02 14:54:55 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								aae20d728e 
								
							 
						 
						
							
							
								
								LLM: Add initial DPO finetuning example ( #10021 )  
							
							 
							
							
							
						 
						
							2024-02-01 14:18:08 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									WeiguangHan 
								
							 
						 
						
							
							
							
							
								
							
							
								a9018a0e95 
								
							 
						 
						
							
							
								
								LLM: modify the GPU example for redpajama model ( #10044 )  
							
							 
							
							... 
							
							
							
							* LLM: modify the GPU example for redpajama model
* small fix 
							
						 
						
							2024-01-31 14:32:08 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuxuan Xia 
								
							 
						 
						
							
							
							
							
								
							
							
								95636cad97 
								
							 
						 
						
							
							
								
								Add AutoGen CPU and XPU Example ( #9980 )  
							
							 
							
							... 
							
							
							
							* Add AutoGen example
* Adjust AutoGen README
* Adjust AutoGen README
* Change AutoGen README
* Change AutoGen README 
							
						 
						
							2024-01-31 11:31:18 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									WeiguangHan 
								
							 
						 
						
							
							
							
							
								
							
							
								0fcad6ce14 
								
							 
						 
						
							
							
								
								LLM: add gpu example for redpajama models ( #10040 )  
							
							 
							
							
							
						 
						
							2024-01-30 19:39:28 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jin Qiao 
								
							 
						 
						
							
							
							
							
								
							
							
								440cfe18ed 
								
							 
						 
						
							
							
								
								LLM: GPU Example Updates for Windows ( #9992 )  
							
							 
							
							... 
							
							
							
							* modify aquila
* modify aquila2
* add baichuan
* modify baichuan2
* modify blue-lm
* modify chatglm3
* modify chinese-llama2
* modiy codellama
* modify distil-whisper
* modify dolly-v1
* modify dolly-v2
* modify falcon
* modify flan-t5
* modify gpt-j
* modify internlm
* modify llama2
* modify mistral
* modify mixtral
* modify mpt
* modify phi-1_5
* modify qwen
* modify qwen-vl
* modify replit
* modify solar
* modify starcoder
* modify vicuna
* modify voiceassistant
* modify whisper
* modify yi
* modify aquila2
* modify baichuan
* modify baichuan2
* modify blue-lm
* modify chatglm2
* modify chatglm3
* modify codellama
* modify distil-whisper
* modify dolly-v1
* modify dolly-v2
* modify flan-t5
* modify llama2
* modify llava
* modify mistral
* modify mixtral
* modify phi-1_5
* modify qwen-vl
* modify replit
* modify solar
* modify starcoder
* modify yi
* correct the comments
* remove cpu_embedding in code for whisper and distil-whisper
* remove comment
* remove cpu_embedding for voice assistant
* revert modify voice assistant
* modify for voice assistant
* add comment for voice assistant
* fix comments
* fix comments 
							
						 
						
							2024-01-29 11:25:11 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								171fb2d185 
								
							 
						 
						
							
							
								
								LLM: reorganize GPU finetuning examples ( #9952 )  
							
							 
							
							
							
						 
						
							2024-01-25 19:02:38 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									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