yb-peng 
								
							 
						 
						
							
							
							
							
								
							
							
								a2c1675546 
								
							 
						 
						
							
							
								
								Add CPU and GPU examples for Yuan2-2B-hf ( #9946 )  
							
							 
							
							... 
							
							
							
							* Add a new CPU example of Yuan2-2B-hf
* Add a new CPU generate.py of Yuan2-2B-hf example
* Add a new GPU example of Yuan2-2B-hf
* Add Yuan2 to README table
* In CPU example:1.Use English as default prompt; 2.Provide modified files in yuan2-2B-instruct
* In GPU example:1.Use English as default prompt;2.Provide modified files
* GPU example:update README
* update Yuan2-2B-hf in README table
* Add CPU example for Yuan2-2B in Pytorch-Models
* Add GPU example for Yuan2-2B in Pytorch-Models
* Add license in generate.py; Modify README
* In GPU Add license in generate.py; Modify README
* In CPU yuan2 modify README
* In GPU yuan2 modify README
* In CPU yuan2 modify README
* In GPU example, updated the readme for Windows GPU supports
* In GPU torch example, updated the readme for Windows GPU supports
* GPU hf example README modified
* GPU example README modified 
							
						 
						
							2024-02-23 14:09:30 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									yb-peng 
								
							 
						 
						
							
							
							
							
								
							
							
								f1f4094a09 
								
							 
						 
						
							
							
								
								Add CPU and GPU examples of phi-2 ( #10014 )  
							
							 
							
							... 
							
							
							
							* Add CPU and GPU examples of phi-2
* In GPU hf example, updated the readme for Windows GPU supports
* In GPU torch example, updated the readme for Windows GPU supports
* update the table in BigDL/README.md
* update the table in BigDL/python/llm/README.md 
							
						 
						
							2024-02-23 14:05:53 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Guoqiong Song 
								
							 
						 
						
							
							
							
							
								
							
							
								63681af97e 
								
							 
						 
						
							
							
								
								falcon for transformers 4.36 ( #9960 )  
							
							 
							
							... 
							
							
							
							* falcon for transformers 4.36 
							
						 
						
							2024-02-22 17:04:40 -08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jason Dai 
								
							 
						 
						
							
							
							
							
								
							
							
								84d5f40936 
								
							 
						 
						
							
							
								
								Update README.md ( #10213 )  
							
							 
							
							
							
						 
						
							2024-02-22 17:22:59 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								5e1fee5e05 
								
							 
						 
						
							
							
								
								LLM: add GGUF-IQ2 examples ( #10207 )  
							
							 
							
							... 
							
							
							
							* add iq2 examples
* small fix
* meet code review
* fix
* meet review
* small fix 
							
						 
						
							2024-02-22 14:18:45 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								499100daf1 
								
							 
						 
						
							
							
								
								LLM: Add solution to fix oneccl related error ( #9630 )  
							
							 
							
							
							
						 
						
							2023-12-08 10:51:55 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Heyang Sun 
								
							 
						 
						
							
							
							
							
								
							
							
								3811cf43c9 
								
							 
						 
						
							
							
								
								[LLM] update AWQ documents ( #9623 )  
							
							 
							
							... 
							
							
							
							* [LLM] update AWQ and verified models' documents
* refine
* refine links
* refine 
							
						 
						
							2023-12-07 16:02:20 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jason Dai 
								
							 
						 
						
							
							
							
							
								
							
							
								51b668f229 
								
							 
						 
						
							
							
								
								Update GGUF readme ( #9611 )  
							
							 
							
							
							
						 
						
							2023-12-06 18:21:54 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									dingbaorong 
								
							 
						 
						
							
							
							
							
								
							
							
								a7bc89b3a1 
								
							 
						 
						
							
							
								
								remove q4_1 in gguf example ( #9610 )  
							
							 
							
							... 
							
							
							
							* remove q4_1
* fixes 
							
						 
						
							2023-12-06 16:00:05 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									dingbaorong 
								
							 
						 
						
							
							
							
							
								
							
							
								89069d6173 
								
							 
						 
						
							
							
								
								Add gpu gguf example ( #9603 )  
							
							 
							
							... 
							
							
							
							* add gpu gguf example
* some fixes
* address kai's comments
* address json's comments 
							
						 
						
							2023-12-06 15:17:54 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zheng, Yi 
								
							 
						 
						
							
							
							
							
								
							
							
								d154b38bf9 
								
							 
						 
						
							
							
								
								Add llama2 gpu low memory example ( #9514 )  
							
							 
							
							... 
							
							
							
							* Add low memory example
* Minor fixes
* Update readme.md 
							
						 
						
							2023-12-05 17:29:48 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jason Dai 
								
							 
						 
						
							
							
							
							
								
							
							
								06febb5fa7 
								
							 
						 
						
							
							
								
								Update readme for FP8/FP4 inference examples ( #9601 )  
							
							 
							
							
							
						 
						
							2023-12-05 15:59:03 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									dingbaorong 
								
							 
						 
						
							
							
							
							
								
							
							
								a66fbedd7e 
								
							 
						 
						
							
							
								
								add gpu more data types example ( #9592 )  
							
							 
							
							... 
							
							
							
							* add gpu more data types example
* add int8 
							
						 
						
							2023-12-05 15:45:38 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jinyi Wan 
								
							 
						 
						
							
							
							
							
								
							
							
								b721138132 
								
							 
						 
						
							
							
								
								Add cpu and gpu examples for BlueLM ( #9589 )  
							
							 
							
							... 
							
							
							
							* Add cpu int4 example for BlueLM
* addexample optimize_model cpu for bluelm
* add example gpu int4 blueLM
* add example optimiza_model GPU for bluelm
* Fixing naming issues and BigDL package version.
* Fixing naming issues...
* Add BlueLM in README.md "Verified Models" 
							
						 
						
							2023-12-05 13:59:02 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Guancheng Fu 
								
							 
						 
						
							
							
							
							
								
							
							
								8b00653039 
								
							 
						 
						
							
							
								
								fix doc ( #9599 )  
							
							 
							
							
							
						 
						
							2023-12-05 13:49:31 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Guancheng Fu 
								
							 
						 
						
							
							
							
							
								
							
							
								963a5c8d79 
								
							 
						 
						
							
							
								
								Add vLLM-XPU version's README/examples ( #9536 )  
							
							 
							
							... 
							
							
							
							* test
* test
* fix last kv cache
* add xpu readme
* remove numactl for xpu example
* fix link error
* update max_num_batched_tokens logic
* add explaination
* add xpu environement version requirement
* refine gpu memory
* fix
* fix style 
							
						 
						
							2023-11-28 09:44:03 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								2b9c7d2a59 
								
							 
						 
						
							
							
								
								LLM: quick fix alpaca qlora finetuning script ( #9534 )  
							
							 
							
							
							
						 
						
							2023-11-27 11:04:27 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								6bec0faea5 
								
							 
						 
						
							
							
								
								LLM: support Mistral AWQ models ( #9520 )  
							
							 
							
							
							
						 
						
							2023-11-24 16:20:22 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jason Dai 
								
							 
						 
						
							
							
							
							
								
							
							
								82898a4203 
								
							 
						 
						
							
							
								
								Update GPU example README ( #9524 )  
							
							 
							
							
							
						 
						
							2023-11-23 21:20:26 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
							
							
								
							
							
								d5263e6681 
								
							 
						 
						
							
							
								
								Add awq load support ( #9453 )  
							
							 
							
							... 
							
							
							
							* Support directly loading GPTQ models from huggingface
* fix style
* fix tests
* change example structure
* address comments
* fix style
* init
* address comments
* add examples
* fix style
* fix style
* fix style
* fix style
* update
* remove
* meet comments
* fix style
---------
Co-authored-by: Yang Wang <yang3.wang@intel.com> 
							
						 
						
							2023-11-16 14:06:25 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								0f82b8c3a0 
								
							 
						 
						
							
							
								
								LLM: update qlora example ( #9454 )  
							
							 
							
							... 
							
							
							
							* update qlora example
* fix loss=0 
							
						 
						
							2023-11-15 09:24:15 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yang Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								51d07a9fd8 
								
							 
						 
						
							
							
								
								Support directly loading gptq models from huggingface ( #9391 )  
							
							 
							
							... 
							
							
							
							* Support directly loading GPTQ models from huggingface
* fix style
* fix tests
* change example structure
* address comments
* fix style
* address comments 
							
						 
						
							2023-11-13 20:48:12 -08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zheng, Yi 
								
							 
						 
						
							
							
							
							
								
							
							
								9b5d0e9c75 
								
							 
						 
						
							
							
								
								Add examples for Yi-6B ( #9421 )  
							
							 
							
							
							
						 
						
							2023-11-13 10:53:15 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zheng, Yi 
								
							 
						 
						
							
							
							
							
								
							
							
								0674146cfb 
								
							 
						 
						
							
							
								
								Add cpu and gpu examples of distil-whisper ( #9374 )  
							
							 
							
							... 
							
							
							
							* Add distil-whisper examples
* Fixes based on comments
* Minor fixes
---------
Co-authored-by: Ariadne330 <wyn2000330@126.com> 
							
						 
						
							2023-11-10 16:09:55 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								54d95e4907 
								
							 
						 
						
							
							
								
								LLM: add alpaca qlora finetuning example ( #9276 )  
							
							 
							
							
							
						 
						
							2023-11-08 16:25:17 +08:00