Cengguang Zhang 
								
							 
						 
						
							
							
							
							
								
							
							
								0cf6a12691 
								
							 
						 
						
							
							
								
								LLM: add default torch_dtype for fp16. ( #10124 )  
							
							 
							
							... 
							
							
							
							* set default torch_dtype for fp16.
* fix style.
* bug fix.
* update bug fix. 
							
						 
						
							2024-02-08 10:24:16 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								1aa0c623ce 
								
							 
						 
						
							
							
								
								disable fused layer norm on UHD ( #10130 )  
							
							 
							
							
							
						 
						
							2024-02-08 10:20:01 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
							
							
								
							
							
								a8450fc300 
								
							 
						 
						
							
							
								
								[LLM] Support MLP optimization for Qwen1.5 ( #10123 )  
							
							 
							
							
							
						 
						
							2024-02-08 09:15:34 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
							
							
								
							
							
								81ed65fbe7 
								
							 
						 
						
							
							
								
								[LLM] Add qwen1.5-7B in iGPU perf ( #10127 )  
							
							 
							
							... 
							
							
							
							* Add qwen1.5 test config yaml with transformers 4.37.0
* Update for yaml file 
							
						 
						
							2024-02-07 22:31:20 +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 
								
							 
						 
						
							
							
							
							
								
							
							
								925f82107e 
								
							 
						 
						
							
							
								
								LLM: support models hosted by modelscope ( #10106 )  
							
							 
							
							
							
						 
						
							2024-02-07 16:46:36 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								c1ec3d8921 
								
							 
						 
						
							
							
								
								LLM: update FAQ about too many open files ( #10119 )  
							
							 
							
							
							
						 
						
							2024-02-07 15:02:24 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Keyan (Kyrie) Zhang 
								
							 
						 
						
							
							
							
							
								
							
							
								2e80701f58 
								
							 
						 
						
							
							
								
								Unit test on final logits and the logits of the last attention layer ( #10093 )  
							
							 
							
							... 
							
							
							
							* Add unit test on final logits and attention
* Add unit test on final logits and attention
* Modify unit test on final logits and attention 
							
						 
						
							2024-02-07 14:25:36 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuxuan Xia 
								
							 
						 
						
							
							
							
							
								
							
							
								3832eb0ce0 
								
							 
						 
						
							
							
								
								Add ChatGLM C-Eval Evaluator ( #10095 )  
							
							 
							
							... 
							
							
							
							* Add ChatGLM ceval evaluator
* Modify ChatGLM Evaluator Reference 
							
						 
						
							2024-02-07 11:27:06 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jin Qiao 
								
							 
						 
						
							
							
							
							
								
							
							
								63050c954d 
								
							 
						 
						
							
							
								
								fix ( #10117 )  
							
							 
							
							
							
						 
						
							2024-02-07 11:05:11 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xiangyu Tian 
								
							 
						 
						
							
							
							
							
								
							
							
								8953acd7d6 
								
							 
						 
						
							
							
								
								[LLM] Fix log condition for BIGDL_OPT_IPEX ( #10115 )  
							
							 
							
							... 
							
							
							
							Fix log condition for BIGDL_OPT_IPEX 
							
						 
						
							2024-02-07 10:27:10 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									SONG Ge 
								
							 
						 
						
							
							
							
							
								
							
							
								0eccb94d75 
								
							 
						 
						
							
							
								
								remove text-generation-webui from bigdl repo ( #10107 )  
							
							 
							
							
							
						 
						
							2024-02-06 17:46:52 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ovo233 
								
							 
						 
						
							
							
							
							
								
							
							
								2aaa21c41d 
								
							 
						 
						
							
							
								
								LLM: Update ppl tests ( #10092 )  
							
							 
							
							... 
							
							
							
							* update ppl tests
* use load_dataset api
* add exception handling
* add language argument
* address comments 
							
						 
						
							2024-02-06 17:31:48 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
							
							
								
							
							
								518ef95abc 
								
							 
						 
						
							
							
								
								Small fix for Nonetype error ( #10104 )  
							
							 
							
							
							
						 
						
							2024-02-06 14:58:52 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								d61f4905ac 
								
							 
						 
						
							
							
								
								LLM: 2bit quantization initial support ( #10042 )  
							
							 
							
							... 
							
							
							
							* basis quantize support
* fix new module name
* small update
* and mixed int4 with iq2_xxs
* remove print
* code refactor
* fix style
* meet code review 
							
						 
						
							2024-02-06 14:58:32 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									dingbaorong 
								
							 
						 
						
							
							
							
							
								
							
							
								36c9442c6d 
								
							 
						 
						
							
							
								
								Arc Stable version test ( #10087 )  
							
							 
							
							... 
							
							
							
							* add batch_size in stable version test
* add batch_size in excludes
* add excludes for batch_size
* fix ci
* triger regression test
* fix xpu version
* disable ci
* address kai's comment
---------
Co-authored-by: Ariadne <wyn2000330@126.com> 
							
						 
						
							2024-02-06 10:23:50 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jiao Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								33b9e7744d 
								
							 
						 
						
							
							
								
								fix dimension ( #10097 )  
							
							 
							
							
							
						 
						
							2024-02-05 15:07:38 -08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									SONG Ge 
								
							 
						 
						
							
							
							
							
								
							
							
								4b02ff188b 
								
							 
						 
						
							
							
								
								[WebUI] Add prompt format and stopping words for Qwen ( #10066 )  
							
							 
							
							... 
							
							
							
							* add prompt format and stopping_words for qwen mdoel
* performance optimization
* optimize
* update
* meet comments 
							
						 
						
							2024-02-05 18:23:13 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									WeiguangHan 
								
							 
						 
						
							
							
							
							
								
							
							
								0aecd8637b 
								
							 
						 
						
							
							
								
								LLM: small fix for the html script ( #10094 )  
							
							 
							
							
							
						 
						
							2024-02-05 17:27:34 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zhicun 
								
							 
						 
						
							
							
							
							
								
							
							
								7d2be7994f 
								
							 
						 
						
							
							
								
								add phixtral and optimize phi-moe ( #10052 )  
							
							 
							
							
							
						 
						
							2024-02-05 11:12:47 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zhicun 
								
							 
						 
						
							
							
							
							
								
							
							
								676d6923f2 
								
							 
						 
						
							
							
								
								LLM: modify transformersembeddings.embed() in langchain ( #10051 )  
							
							 
							
							
							
						 
						
							2024-02-05 10:42:10 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jin Qiao 
								
							 
						 
						
							
							
							
							
								
							
							
								ad050107b3 
								
							 
						 
						
							
							
								
								LLM: fix mpt load_low_bit issue ( #10075 )  
							
							 
							
							... 
							
							
							
							* fix
* retry
* retry 
							
						 
						
							2024-02-05 10:17:07 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									SONG Ge 
								
							 
						 
						
							
							
							
							
								
							
							
								9050991e4e 
								
							 
						 
						
							
							
								
								fix gradio check issue temply ( #10082 )  
							
							 
							
							
							
						 
						
							2024-02-04 16:46:29 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									WeiguangHan 
								
							 
						 
						
							
							
							
							
								
							
							
								c2e562d037 
								
							 
						 
						
							
							
								
								LLM: add batch_size to the csv and html ( #10080 )  
							
							 
							
							... 
							
							
							
							* LLM: add batch_size to the csv and html
* small fix 
							
						 
						
							2024-02-04 16:35:44 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								7e49fbc5dd 
								
							 
						 
						
							
							
								
								LLM: make finetuning examples more common for other models ( #10078 )  
							
							 
							
							
							
						 
						
							2024-02-04 16:03:52 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Heyang Sun 
								
							 
						 
						
							
							
							
							
								
							
							
								90f004b80b 
								
							 
						 
						
							
							
								
								remove benchmarkwrapper form deepspeed example ( #10079 )  
							
							 
							
							
							
						 
						
							2024-02-04 15:42:15 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								8e33cb0f38 
								
							 
						 
						
							
							
								
								LLM: support speecht5_tts ( #10077 )  
							
							 
							
							... 
							
							
							
							* support speecht5_tts
* fix 
							
						 
						
							2024-02-04 13:26:42 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									SONG Ge 
								
							 
						 
						
							
							
							
							
								
							
							
								19183ef476 
								
							 
						 
						
							
							
								
								[WebUI] Reset bigdl-llm loader options with default value ( #10064 )  
							
							 
							
							... 
							
							
							
							* reset bigdl-llm loader options with default value
* remove options which maybe complex for naive users 
							
						 
						
							2024-02-01 15:45:39 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xin Qiu 
								
							 
						 
						
							
							
							
							
								
							
							
								6e0f1a1e92 
								
							 
						 
						
							
							
								
								use apply_rotary_pos_emb_cache_freq_xpu in mixtral ( #10060 )  
							
							 
							
							... 
							
							
							
							* use apply_rotary_pos_emb_cache_freq_xpu in mixtral
* fix style 
							
						 
						
							2024-02-01 15:40:49 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								aae20d728e 
								
							 
						 
						
							
							
								
								LLM: Add initial DPO finetuning example ( #10021 )  
							
							 
							
							
							
						 
						
							2024-02-01 14:18:08 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Heyang Sun 
								
							 
						 
						
							
							
							
							
								
							
							
								601024f418 
								
							 
						 
						
							
							
								
								Mistral CPU example of speculative decoding ( #10024 )  
							
							 
							
							... 
							
							
							
							* Mistral CPU example of speculative decoding
* update transformres version
* update example
* Update README.md 
							
						 
						
							2024-02-01 10:52:32 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Heyang Sun 
								
							 
						 
						
							
							
							
							
								
							
							
								968e70544d 
								
							 
						 
						
							
							
								
								Enable IPEX Mistral in Speculative ( #10059 )  
							
							 
							
							
							
						 
						
							2024-02-01 10:48:16 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
							
							
								
							
							
								3ca03d4e97 
								
							 
						 
						
							
							
								
								Add deepmind sample into bigdl-llm speculative decoding ( #10041 )  
							
							 
							
							... 
							
							
							
							* migrate deepmind sample
* update
* meet comments
* fix style
* fix style 
							
						 
						
							2024-02-01 09:57:02 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									WeiguangHan 
								
							 
						 
						
							
							
							
							
								
							
							
								d2d3f6b091 
								
							 
						 
						
							
							
								
								LLM: ensure the result of daily arc perf test ( #10016 )  
							
							 
							
							... 
							
							
							
							* ensure the result of daily arc perf test
* small fix
* small fix
* small fix
* small fix
* small fix
* small fix
* small fix
* small fix
* small fix
* small fix
* concat more csvs
* small fix
* revert some files 
							
						 
						
							2024-01-31 18:26:21 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									WeiguangHan 
								
							 
						 
						
							
							
							
							
								
							
							
								9724939499 
								
							 
						 
						
							
							
								
								temporarily disable bloom 2k input ( #10056 )  
							
							 
							
							
							
						 
						
							2024-01-31 17:49:12 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jin Qiao 
								
							 
						 
						
							
							
							
							
								
							
							
								8c8fc148c9 
								
							 
						 
						
							
							
								
								LLM: add rwkv 5 ( #10048 )  
							
							 
							
							
							
						 
						
							2024-01-31 15:54:55 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Heyang Sun 
								
							 
						 
						
							
							
							
							
								
							
							
								7284edd9b7 
								
							 
						 
						
							
							
								
								Vicuna CPU example of speculative decoding ( #10018 )  
							
							 
							
							... 
							
							
							
							* Vicuna CPU example of speculative decoding
* Update speculative.py
* Update README.md
* add requirements for ipex
* Update README.md
* Update speculative.py
* Update speculative.py 
							
						 
						
							2024-01-31 11:23:50 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Wang, Jian4 
								
							 
						 
						
							
							
							
							
								
							
							
								7e5cd42a5c 
								
							 
						 
						
							
							
								
								LLM : Update optimize ipex bf16 ( #10038 )  
							
							 
							
							... 
							
							
							
							* use 4.35.2 and remove
* update rmsnorm
* remove
* remove
* update python style
* update
* update python style
* update
* fix style
* update
* remove whitespace 
							
						 
						
							2024-01-31 10:59:55 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Wang, Jian4 
								
							 
						 
						
							
							
							
							
								
							
							
								fb53b994f8 
								
							 
						 
						
							
							
								
								LLM : Add llama ipex optimized ( #10046 )  
							
							 
							
							... 
							
							
							
							* init ipex
* remove padding 
							
						 
						
							2024-01-31 10:38:46 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								3685622f29 
								
							 
						 
						
							
							
								
								LLM: fix llama 4.36 forward( #10047 )  
							
							 
							
							
							
						 
						
							2024-01-31 10:31:10 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								53a5140eff 
								
							 
						 
						
							
							
								
								Optimize rwkv v5 rest token again ( #10043 )  
							
							 
							
							
							
						 
						
							2024-01-31 10:01:11 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Heyang Sun 
								
							 
						 
						
							
							
							
							
								
							
							
								b1ff28ceb6 
								
							 
						 
						
							
							
								
								LLama2 CPU example of speculative decoding ( #9962 )  
							
							 
							
							... 
							
							
							
							* LLama2 example of speculative decoding
* add docs
* Update speculative.py
* Update README.md
* Update README.md
* Update speculative.py
* remove autocast 
							
						 
						
							2024-01-31 09:45:20 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									WeiguangHan 
								
							 
						 
						
							
							
							
							
								
							
							
								0fcad6ce14 
								
							 
						 
						
							
							
								
								LLM: add gpu example for redpajama models ( #10040 )  
							
							 
							
							
							
						 
						
							2024-01-30 19:39:28 +08:00