Yishuo Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								453df868c9 
								
							 
						 
						
							
							
								
								add rwkv v5 attention kernel ( #9927 )  
							
							 
							
							
							
						 
						
							2024-01-18 10:16:29 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								054952f82f 
								
							 
						 
						
							
							
								
								LLM: Fix rope of chatglm3 to support speculative decoding on CPU ( #9926 )  
							
							 
							
							
							
						 
						
							2024-01-18 09:28:10 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ziteng Zhang 
								
							 
						 
						
							
							
							
							
								
							
							
								18cd1f1432 
								
							 
						 
						
							
							
								
								[LLM]Solve the problem of calling bmm operator in BF16Linear ( #9924 )  
							
							 
							
							... 
							
							
							
							* Solve the problem of calling bmm operator in BF16Linear 
							
						 
						
							2024-01-17 18:08:35 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Cheen Hau, 俊豪 
								
							 
						 
						
							
							
							
							
								
							
							
								e403e4a8b7 
								
							 
						 
						
							
							
								
								Add APT install instructions for oneAPI ( #9875 )  
							
							 
							
							... 
							
							
							
							* Add APT installer
* Include reviewer suggestions
* Add note - ensure matching version of oneAPI and pytorch/ipex
* Fix 'command line installer'
* Fix formatting. Address review comments
* Append ':' to '..by running the following commands'
* Fix formatting
* achieve -> archive 
							
						 
						
							2024-01-17 17:30:30 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
							
							
								
							
							
								98b86f83d4 
								
							 
						 
						
							
							
								
								Support fast rope for training ( #9745 )  
							
							 
							
							... 
							
							
							
							* init
* init
* fix style
* add test and fix
* address comment
* update
* merge upstream main 
							
						 
						
							2024-01-17 15:51:38 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
							
							
								
							
							
								0c498a7b64 
								
							 
						 
						
							
							
								
								Add llama2-13b to igpu perf test ( #9920 )  
							
							 
							
							
							
						 
						
							2024-01-17 14:58:45 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								b059a32fff 
								
							 
						 
						
							
							
								
								LLM: add benchmark api for bigdl-llm fp16 on GPU ( #9919 )  
							
							 
							
							... 
							
							
							
							* add bmk for bigdl fp16
* fix 
							
						 
						
							2024-01-17 14:24:35 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								427f75000b 
								
							 
						 
						
							
							
								
								LLM: fix sdp of chatglm3 ( #9917 )  
							
							 
							
							... 
							
							
							
							* fix
* fix
* fix 
							
						 
						
							2024-01-17 13:37:28 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
							
							
								
							
							
								68d78fb57e 
								
							 
						 
						
							
							
								
								[LLM] Small improvement to iGPU perf test  #9915 )  
							
							 
							
							... 
							
							
							
							- Avoid delete csv if there is something wrong with concating csv 
							
						 
						
							2024-01-17 11:21:58 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Shaojun Liu 
								
							 
						 
						
							
							
							
							
								
							
							
								32c56ffc71 
								
							 
						 
						
							
							
								
								pip install deps ( #9916 )  
							
							 
							
							
							
						 
						
							2024-01-17 11:03:57 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								94767da7cf 
								
							 
						 
						
							
							
								
								optimize rwkv v4 first token performance ( #9912 )  
							
							 
							
							
							
						 
						
							2024-01-17 09:27:41 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Cengguang Zhang 
								
							 
						 
						
							
							
							
							
								
							
							
								511cbcf773 
								
							 
						 
						
							
							
								
								LLM: add Ceval benchmark test. ( #9872 )  
							
							 
							
							... 
							
							
							
							* init ceval benchmark test.
* upload dataset.
* add other tests.
* add qwen evaluator.
* fix qwen evaluator style.
* fix qwen evaluator style.
* update qwen evaluator.
* add llama evaluator.
* update eval
* fix typo.
* fix
* fix typo.
* fix llama evaluator.
* fix bug.
* fix style.
* delete dataset.
* fix style.
* fix style.
* add README.md and fix typo.
* fix comments.
* remove run scripts 
							
						 
						
							2024-01-16 19:14:26 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Shaojun Liu 
								
							 
						 
						
							
							
							
							
								
							
							
								b909c5c9c2 
								
							 
						 
						
							
							
								
								GGUF load memory optimization ( #9913 )  
							
							 
							
							... 
							
							
							
							* block-wise
* convert linear for module
* revert
* Fix PEP8 checks Error 
							
						 
						
							2024-01-16 18:54:39 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
							
							
								
							
							
								8643b62521 
								
							 
						 
						
							
							
								
								[LLM] Support longer context in iGPU perf tests (2048-256)  ( #9910 )  
							
							 
							
							
							
						 
						
							2024-01-16 17:48:37 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xin Qiu 
								
							 
						 
						
							
							
							
							
								
							
							
								dee32f7d15 
								
							 
						 
						
							
							
								
								copy fused rms norm's reuslt to avoid <unk> ( #9909 )  
							
							 
							
							
							
						 
						
							2024-01-16 16:54:08 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									ZehuaCao 
								
							 
						 
						
							
							
							
							
								
							
							
								05ea0ecd70 
								
							 
						 
						
							
							
								
								add pv for llm-serving k8s deployment ( #9906 )  
							
							 
							
							
							
						 
						
							2024-01-16 11:32:54 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								8d7326ae03 
								
							 
						 
						
							
							
								
								LLM: fix chatglm3 sdp to support speculative decoding ( #9900 )  
							
							 
							
							... 
							
							
							
							* fix chatglm3
* fix
* update
* meet code review
* fix 
							
						 
						
							2024-01-16 11:29:13 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Guancheng Fu 
								
							 
						 
						
							
							
							
							
								
							
							
								9f34da7cdb 
								
							 
						 
						
							
							
								
								Update PVC XMX condition ( #9901 )  
							
							 
							
							... 
							
							
							
							* update pvc xmx condition
* update condition
* update conditon 
							
						 
						
							2024-01-15 15:42:15 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								6637860ddf 
								
							 
						 
						
							
							
								
								change xmx condition ( #9896 )  
							
							 
							
							
							
						 
						
							2024-01-12 19:51:48 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									WeiguangHan 
								
							 
						 
						
							
							
							
							
								
							
							
								0e69bfe6b0 
								
							 
						 
						
							
							
								
								LLM: fix the performance drop of starcoder ( #9889 )  
							
							 
							
							... 
							
							
							
							* LLM: fix the performance drop of starcoder
* small fix
* small fix 
							
						 
						
							2024-01-12 09:14:15 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								d9cf55bce9 
								
							 
						 
						
							
							
								
								LLM: fix MLP check of mixtral ( #9891 )  
							
							 
							
							
							
						 
						
							2024-01-11 18:01:59 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ziteng Zhang 
								
							 
						 
						
							
							
							
							
								
							
							
								4f4ce73f31 
								
							 
						 
						
							
							
								
								[LLM] Add transformer_autocast_bf16 into all-in-one ( #9890 )  
							
							 
							
							... 
							
							
							
							* Add transformer_autocast_bf16 into all-in-one 
							
						 
						
							2024-01-11 17:51:07 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ziteng Zhang 
								
							 
						 
						
							
							
							
							
								
							
							
								4af88a67b9 
								
							 
						 
						
							
							
								
								support chatglm3 with bf16 ( #9888 )  
							
							 
							
							... 
							
							
							
							* support chatglm3 with bigdl-bf16 
							
						 
						
							2024-01-11 16:45:21 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
							
							
								
							
							
								0aef35a965 
								
							 
						 
						
							
							
								
								[LLM] Improve LLM doc regarding windows gpu related info ( #9880 )  
							
							 
							
							... 
							
							
							
							* Improve runtime configuration for windows
* Add python 310/311 supports for wheel downloading
* Add troubleshooting for windows gpu
* Remove manually import ipex due to auto importer
* Add info regarding cpu_embedding=True on iGPU
* More info for Windows users
* Small updates to API docs
* Python style fix
* Remove tip for loading from saved optimize_model for now
* Updated based on comments
* Update win info for multi-intel gpus selection
* Small fix
* Small fix 
							
						 
						
							2024-01-11 14:37:16 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jinyi Wan 
								
							 
						 
						
							
							
							
							
								
							
							
								07485eff5a 
								
							 
						 
						
							
							
								
								Add SOLAR-10.7B to README ( #9869 )  
							
							 
							
							
							
						 
						
							2024-01-11 14:28:41 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									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