Kai Huang 
								
							 
						 
						
							
							
							
							
								
							
							
								5e766e8105 
								
							 
						 
						
							
							
								
								Fix Mixtral typo ( #9882 )  
							
							 
							
							
							
						 
						
							2024-01-10 19:51:24 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Kai Huang 
								
							 
						 
						
							
							
							
							
								
							
							
								b53a5cb6c9 
								
							 
						 
						
							
							
								
								Fix Mixtral typo ( #9881 )  
							
							 
							
							... 
							
							
							
							* fix typo
* fix doc page 
							
						 
						
							2024-01-10 19:40:52 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									WeiguangHan 
								
							 
						 
						
							
							
							
							
								
							
							
								33fd1f9c76 
								
							 
						 
						
							
							
								
								LLM: fix input length logic for run_transformer_int4_gpu ( #9864 )  
							
							 
							
							... 
							
							
							
							* LLM: fix input length logic for run_transformer_int4_gpu
* small fix
* small fix
* small fix 
							
						 
						
							2024-01-10 18:20:14 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								53531ae4ee 
								
							 
						 
						
							
							
								
								LLM: support qkv fusion for fp8e5 ( #9878 )  
							
							 
							
							... 
							
							
							
							* update
* add mistral
* meet code review 
							
						 
						
							2024-01-10 17:50:00 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Lilac09 
								
							 
						 
						
							
							
							
							
								
							
							
								cb32b985ec 
								
							 
						 
						
							
							
								
								add mistral and chatglm support to vllm ( #9879 )  
							
							 
							
							... 
							
							
							
							* add mistral and chatglm support to vllm
* add mistral and chatglm support to vllm 
							
						 
						
							2024-01-10 15:38:42 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
							
							
								
							
							
								200fc6a1ee 
								
							 
						 
						
							
							
								
								[LLM] Fix llm api doc rendering failure due to ipex auto importer ( #9877 )  
							
							 
							
							
							
						 
						
							2024-01-10 14:53:25 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								3e05c9e11b 
								
							 
						 
						
							
							
								
								LLM: update esimd sdp kernel ( #9871 )  
							
							 
							
							
							
						 
						
							2024-01-09 18:10:01 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
							
							
								
							
							
								023679459e 
								
							 
						 
						
							
							
								
								[LLM] Small fixes for finetune related examples and UTs ( #9870 )  
							
							 
							
							
							
						 
						
							2024-01-09 18:05:03 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Cheen Hau, 俊豪 
								
							 
						 
						
							
							
							
							
								
							
							
								b2aa267f50 
								
							 
						 
						
							
							
								
								Enhance LLM GPU installation document ( #9828 )  
							
							 
							
							... 
							
							
							
							* Improve gpu install doc
* Add troubleshooting - setvars.sh not done properly.
* Further improvements
* 2024.x.x -> 2024.0
* Fixes
* Fix Install BigDL-LLM From Wheel : bigdl-llm[xpu_2.0]
* Remove "export USE_XETLA=OFF" for Max GPU 
							
						 
						
							2024-01-09 16:30:50 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
							
							
								
							
							
								aebed4b7bc 
								
							 
						 
						
							
							
								
								Enable llm gpu tests for PyTorch 2.1 ( #9863 )  
							
							 
							
							
							
						 
						
							2024-01-09 16:29:02 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jason Dai 
								
							 
						 
						
							
							
							
							
								
							
							
								a3725b0816 
								
							 
						 
						
							
							
								
								Update readme ( #9865 )  
							
							 
							
							
							
						 
						
							2024-01-09 15:19:42 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								36496d60ac 
								
							 
						 
						
							
							
								
								only use quantize kv cache on MTL ( #9862 )  
							
							 
							
							
							
						 
						
							2024-01-09 13:24:02 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									ZehuaCao 
								
							 
						 
						
							
							
							
							
								
							
							
								146076bdb5 
								
							 
						 
						
							
							
								
								Support llm-awq backend ( #9856 )  
							
							 
							
							... 
							
							
							
							* Support for LLM-AWQ Backend
* fix
* Update README.md
* Add awqconfig
* modify init
* update
* support llm-awq
* fix style
* fix style
* update
* fix AwqBackendPackingMethod not found error
* fix style
* update README
* fix style
---------
Co-authored-by: Uxito-Ada <414416158@qq.com>
Co-authored-by: Heyang Sun <60865256+Uxito-Ada@users.noreply.github.com>
Co-authored-by: cyita <yitastudy@gmail.com> 
							
						 
						
							2024-01-09 13:07:32 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								fea6f16057 
								
							 
						 
						
							
							
								
								LLM: add mlp fusion for fp8e5 and update related check ( #9860 )  
							
							 
							
							... 
							
							
							
							* update mlp fusion
* fix style
* update 
							
						 
						
							2024-01-09 09:56:32 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								294fd32787 
								
							 
						 
						
							
							
								
								LLM: update DeepSpeed AutoTP example with GPU memory optimization ( #9823 )  
							
							 
							
							
							
						 
						
							2024-01-09 09:22:49 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
							
							
								
							
							
								5ba1dc38d4 
								
							 
						 
						
							
							
								
								[LLM] Change default Linux GPU install option to PyTorch 2.1 ( #9858 )  
							
							 
							
							... 
							
							
							
							* Update default xpu to ipex 2.1
* Update related install ut support correspondingly
* Add arc ut tests for both ipex 2.0 and 2.1
* Small fix
* Diable ipex 2.1 test for now as oneapi 2024.0 has not beed installed on the test machine
* Update document for default PyTorch 2.1
* Small fix
* Small fix
* Small doc fixes
* Small fixes 
							
						 
						
							2024-01-08 17:16:17 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Mingyu Wei 
								
							 
						 
						
							
							
							
							
								
							
							
								ed81baa35e 
								
							 
						 
						
							
							
								
								LLM: Use default typing-extension in LangChain examples ( #9857 )  
							
							 
							
							... 
							
							
							
							* remove typing extension downgrade in readme; minor fixes of code
* fix typos in README
* change default question of docqa.py 
							
						 
						
							2024-01-08 16:50:55 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jiao Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								3b6372ab12 
								
							 
						 
						
							
							
								
								Fix Llama transformers 4.36 support ( #9852 )  
							
							 
							
							... 
							
							
							
							* supoort 4.36
* style
* update
* update
* update
* fix merge
* update 
							
						 
						
							2024-01-08 00:32:23 -08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Chen, Zhentao 
								
							 
						 
						
							
							
							
							
								
							
							
								1b585b0d40 
								
							 
						 
						
							
							
								
								set fp8 default as e5m2 ( #9859 )  
							
							 
							
							
							
						 
						
							2024-01-08 15:53:57 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Chen, Zhentao 
								
							 
						 
						
							
							
							
							
								
							
							
								cad5c2f516 
								
							 
						 
						
							
							
								
								fixed harness deps version ( #9854 )  
							
							 
							
							... 
							
							
							
							* fixed harness deps version
* fix typo 
							
						 
						
							2024-01-08 15:22:42 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Kai Huang 
								
							 
						 
						
							
							
							
							
								
							
							
								62a3c0fc16 
								
							 
						 
						
							
							
								
								Fix quick build doc ( #9853 )  
							
							 
							
							
							
						 
						
							2024-01-08 14:26:34 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								dc995006cc 
								
							 
						 
						
							
							
								
								LLM: add flash attention for mistral / mixtral ( #9846 )  
							
							 
							
							... 
							
							
							
							* add flash attention for mistral
* update
* add flash attn for mixtral
* fix style 
							
						 
						
							2024-01-08 09:51:34 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								afaa871144 
								
							 
						 
						
							
							
								
								[LLM] support quantize kv cache to fp8 ( #9812 )  
							
							 
							
							
							
						 
						
							2024-01-08 09:28:20 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jiao Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								248ae7fad2 
								
							 
						 
						
							
							
								
								LLama optimize_model to support transformers 4.36 ( #9818 )  
							
							 
							
							... 
							
							
							
							* supoort 4.36
* style
* update
* update
* update 
							
						 
						
							2024-01-05 11:30:18 -08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									WeiguangHan 
								
							 
						 
						
							
							
							
							
								
							
							
								4269a585b2 
								
							 
						 
						
							
							
								
								LLM: arc perf test using ipex2.1 ( #9837 )  
							
							 
							
							... 
							
							
							
							* LLM: upgrade to ipex_2.1 for arc perf test
* revert llm_performance_tests.yml 
							
						 
						
							2024-01-05 18:12:19 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
							
							
								
							
							
								86f86a64a2 
								
							 
						 
						
							
							
								
								Small fixes to ipex 2.1 UT support ( #9848 )  
							
							 
							
							
							
						 
						
							2024-01-05 17:36:21 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								a60bda3324 
								
							 
						 
						
							
							
								
								LLM: update check for deepspeed ( #9838 )  
							
							 
							
							
							
						 
						
							2024-01-05 16:44:10 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
							
							
								
							
							
								f25d23dfbf 
								
							 
						 
						
							
							
								
								[LLM] Add support for PyTorch 2.1 install in UT for GPU ( #9845 )  
							
							 
							
							... 
							
							
							
							* Add support for ipex 2.1 install in UT and fix perf test
* Small fix 
							
						 
						
							2024-01-05 16:13:18 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								16433dd959 
								
							 
						 
						
							
							
								
								LLM: fix first token judgement of flash attention ( #9841 )  
							
							 
							
							... 
							
							
							
							* fix flash attention
* meet code review
* fix 
							
						 
						
							2024-01-05 13:49:37 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
							
							
								
							
							
								ad4a6b5096 
								
							 
						 
						
							
							
								
								Fix langchain UT by not downgrading typing-extension ( #9842 )  
							
							 
							
							
							
						 
						
							2024-01-05 13:38:04 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
							
							
								
							
							
								f919f5792a 
								
							 
						 
						
							
							
								
								fix kv cache out of bound ( #9827 )  
							
							 
							
							
							
						 
						
							2024-01-05 12:38:57 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								5df31db773 
								
							 
						 
						
							
							
								
								LLM: fix accuracy issue of chatglm3 ( #9830 )  
							
							 
							
							... 
							
							
							
							* add attn mask for first token
* fix
* fix
* change attn calculation
* fix
* fix
* fix style
* fix style 
							
						 
						
							2024-01-05 10:52:05 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jinyi Wan 
								
							 
						 
						
							
							
							
							
								
							
							
								3147ebe63d 
								
							 
						 
						
							
							
								
								Add cpu and gpu examples for SOLAR-10.7B ( #9821 )  
							
							 
							
							
							
						 
						
							2024-01-05 09:50:28 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									WeiguangHan 
								
							 
						 
						
							
							
							
							
								
							
							
								ad6b182916 
								
							 
						 
						
							
							
								
								LLM: change the color of peak diff ( #9836 )  
							
							 
							
							
							
						 
						
							2024-01-04 19:30:32 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xiangyu Tian 
								
							 
						 
						
							
							
							
							
								
							
							
								38c05be1c0 
								
							 
						 
						
							
							
								
								[LLM] Fix dtype mismatch in Baichuan2-13b ( #9834 )  
							
							 
							
							
							
						 
						
							2024-01-04 15:34:42 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									WeiguangHan 
								
							 
						 
						
							
							
							
							
								
							
							
								9a14465560 
								
							 
						 
						
							
							
								
								LLM: add peak diff ( #9789 )  
							
							 
							
							... 
							
							
							
							* add peak diff
* small fix
* revert yml file 
							
						 
						
							2024-01-03 18:18:19 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Mingyu Wei 
								
							 
						 
						
							
							
							
							
								
							
							
								f4eb5da42d 
								
							 
						 
						
							
							
								
								disable arc ut ( #9825 )  
							
							 
							
							
							
						 
						
							2024-01-03 18:10:34 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								20e9742fa0 
								
							 
						 
						
							
							
								
								LLM: fix chatglm3 issue ( #9820 )  
							
							 
							
							... 
							
							
							
							* fix chatglm3 issue
* small update 
							
						 
						
							2024-01-03 16:15:55 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Guancheng Fu 
								
							 
						 
						
							
							
							
							
								
							
							
								0396fafed1 
								
							 
						 
						
							
							
								
								Update BigDL-LLM-inference image ( #9805 )  
							
							 
							
							... 
							
							
							
							* upgrade to oneapi 2024
* Pin level-zero-gpu version
* add flag 
							
						 
						
							2024-01-03 14:00:09 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								5c6543e070 
								
							 
						 
						
							
							
								
								Reorganize LLM GPU installation document ( #9777 )  
							
							 
							
							
							
						 
						
							2024-01-03 13:53:05 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jason Dai 
								
							 
						 
						
							
							
							
							
								
							
							
								3ab3105bab 
								
							 
						 
						
							
							
								
								Update readme ( #9816 )  
							
							 
							
							
							
						 
						
							2024-01-03 12:07:00 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
							
							
								
							
							
								668c2095b1 
								
							 
						 
						
							
							
								
								Remove unnecessary warning when installing llm ( #9815 )  
							
							 
							
							
							
						 
						
							2024-01-03 10:30:05 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									dingbaorong 
								
							 
						 
						
							
							
							
							
								
							
							
								f5752ead36 
								
							 
						 
						
							
							
								
								Add whisper test ( #9808 )  
							
							 
							
							... 
							
							
							
							* add whisper benchmark code
* add librispeech_asr.py
* add bigdl license 
							
						 
						
							2024-01-02 16:36:05 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
							
							
								
							
							
								6584539c91 
								
							 
						 
						
							
							
								
								LLM: fix installation of codellama ( #9813 )  
							
							 
							
							
							
						 
						
							2024-01-02 14:32:50 +08:00