Jin, Qiao 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								65e281bb29 
								
							 
						 
						
							
							
								
								Add MiniCPM-V cpu example ( #11975 )  
							
							 
							
							... 
							
							
							
							* Add MiniCPM-V cpu example
* fix
* fix
* fix
* fix 
							
						 
						
							2024-09-02 10:17:57 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								79978e6f36 
								
							 
						 
						
							
							
								
								update npu multimodal readme ( #11979 )  
							
							 
							
							... 
							
							
							
							* update npu readme of multimodal
* small fix
* meet comment 
							
						 
						
							2024-08-30 19:02:06 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								4811a490ef 
								
							 
						 
						
							
							
								
								small fix ( #11978 )  
							
							 
							
							... 
							
							
							
							* fix
* meet comment 
							
						 
						
							2024-08-30 17:55:15 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								573c20bae6 
								
							 
						 
						
							
							
								
								fix npu lm_head cpu condition ( #11976 )  
							
							 
							
							... 
							
							
							
							* fix
* fix
* fix
* fix stype
* fix style
* fix style 
							
						 
						
							2024-08-30 17:11:26 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								60aa1a2c0f 
								
							 
						 
						
							
							
								
								Initial NPU support for MiniCPM-V-2_6 ( #11966 )  
							
							 
							
							... 
							
							
							
							* initial pr
* update npu model
* fix
* fix kv cache type
* fix
* small fix
* fix style
* fix model id
* change inter_pp=4
* address comment
* fix
* fix style
* fix
* rebase 
							
						 
						
							2024-08-30 16:34:35 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									SONG Ge 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								158289d205 
								
							 
						 
						
							
							
								
								[NPU] Add initial support for minicpm-llama-v2.5 ( #11962 )  
							
							 
							
							... 
							
							
							
							* add initial support for minicpm-llama-v2.5
* update impl
* add minicpm-llama3-v2.5 example 
							
						 
						
							2024-08-30 16:00:33 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								cd077881f1 
								
							 
						 
						
							
							
								
								Disable lm head ( #11972 )  
							
							 
							
							
							
						 
						
							2024-08-30 11:05:18 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								2e49e1f8e9 
								
							 
						 
						
							
							
								
								Further fix for MiniCPM-V-2_6 example ( #11965 )  
							
							 
							
							
							
						 
						
							2024-08-29 19:14:13 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jason Dai 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								431affd0a0 
								
							 
						 
						
							
							
								
								Update README.md ( #11964 )  
							
							 
							
							
							
						 
						
							2024-08-29 18:56:35 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								14b2c8dc32 
								
							 
						 
						
							
							
								
								Update qwen2-7b example script ( #11961 )  
							
							 
							
							
							
						 
						
							2024-08-29 18:25:17 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								7abe17d6f7 
								
							 
						 
						
							
							
								
								Update MiniCPM-V-2_6 Example ( #11958 )  
							
							 
							
							... 
							
							
							
							* Update example scripts regarding warmup, stream generate, moudles to not convert, etc.
* Update readme accordingly
* Fix based on comments
* Small fix
* Remove n_predict 
							
						 
						
							2024-08-29 18:23:48 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								5f7ff76ea5 
								
							 
						 
						
							
							
								
								update troubleshooting ( #11960 )  
							
							 
							
							
							
						 
						
							2024-08-29 17:44:22 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								882f4a5ff7 
								
							 
						 
						
							
							
								
								Add lnl npu driver recommend version and enable cpu_lm_head on llama3 ( #11952 )  
							
							 
							
							... 
							
							
							
							* update lnl npu driver version and enable cpu_lm_head on llama3
* update
* fix style
* typo
* address comments
* update
* add qwen2-7b 
							
						 
						
							2024-08-29 15:01:18 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								71f03dcc39 
								
							 
						 
						
							
							
								
								Support qwen2-7b with fused decoderlayer optimization on NPU ( #11912 )  
							
							 
							
							
							
						 
						
							2024-08-29 13:34:20 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									SONG Ge 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								5ca7390082 
								
							 
						 
						
							
							
								
								[NPU] Add minicpm-2b support for npu multi-processing ( #11949 )  
							
							 
							
							... 
							
							
							
							* add minicpm-2b support
* update example for minicpm-2b
* add LNL NPU driver requirement in readme 
							
						 
						
							2024-08-28 18:08:49 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									hxsz1997 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								e23549f63f 
								
							 
						 
						
							
							
								
								Update llamaindex examples ( #11940 )  
							
							 
							
							... 
							
							
							
							* modify rag.py
* update readme of gpu example
* update llamaindex cpu example and readme
* add llamaindex doc
* update note style
* import before instancing IpexLLMEmbedding
* update index in readme
* update links
* update link
* update related links 
							
						 
						
							2024-08-28 14:03:44 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zijie Li 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								90f692937d 
								
							 
						 
						
							
							
								
								Update npu baichuan2 ( #11939 )  
							
							 
							
							
							
						 
						
							2024-08-27 16:56:26 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jiao Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								b4b6ddf73c 
								
							 
						 
						
							
							
								
								NPU Baichuan2 Multi- Process example ( #11928 )  
							
							 
							
							
							
						 
						
							2024-08-27 15:25:49 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									SONG Ge 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								a81a329a5f 
								
							 
						 
						
							
							
								
								[NPU] Add example for NPU multi-processing minicpm-1b model ( #11935 )  
							
							 
							
							... 
							
							
							
							* add minicpm example 
							
						 
						
							2024-08-27 14:57:46 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ch1y0q 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								730d9ec811 
								
							 
						 
						
							
							
								
								Add Qwen2-audio example ( #11835 )  
							
							 
							
							... 
							
							
							
							* add draft for qwen2-audio
* update example for `Qwen2-Audio`
* update
* update
* add warmup 
							
						 
						
							2024-08-27 13:35:24 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								e246f1e258 
								
							 
						 
						
							
							
								
								update llama3 npu example ( #11933 )  
							
							 
							
							
							
						 
						
							2024-08-27 13:03:18 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								14dddfc0d6 
								
							 
						 
						
							
							
								
								Update NPU example readme ( #11931 )  
							
							 
							
							
							
						 
						
							2024-08-27 12:44:58 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zijie Li 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								6c3eb1e1e8 
								
							 
						 
						
							
							
								
								refactor from_pretrained API for NPU ( #11927 )  
							
							 
							
							
							
						 
						
							2024-08-27 09:50:30 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								dd303776cf 
								
							 
						 
						
							
							
								
								Add troubleshooting about transpose value setting  
							
							 
							
							
							
						 
						
							2024-08-26 16:06:32 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zijie Li 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								794abe2ce8 
								
							 
						 
						
							
							
								
								update npu-readme ( #11900 )  
							
							 
							
							
							
						 
						
							2024-08-22 17:49:35 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jinhe 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								18662dca1c 
								
							 
						 
						
							
							
								
								change 5 pytorch/huggingface models to fp16 ( #11894 )  
							
							 
							
							
							
						 
						
							2024-08-22 16:12:09 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Wang, Jian4 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								5c4ed00593 
								
							 
						 
						
							
							
								
								Add lightweight-serving whisper asr example ( #11847 )  
							
							 
							
							... 
							
							
							
							* add asr init
* update for pp
* update style
* update readme
* update reamde 
							
						 
						
							2024-08-22 15:46:28 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jinhe 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								a8e2573421 
								
							 
						 
						
							
							
								
								added tokenization file for codegeex2-6b in pytorch-models( #11875 )  
							
							 
							
							... 
							
							
							
							* added tokenization file
* tokenization file readme update
* optional 
							
						 
						
							2024-08-22 14:37:56 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								72a7bf624b 
								
							 
						 
						
							
							
								
								Support qwen2-1.5b with fused decoderlayer optimization on NPU ( #11888 )  
							
							 
							
							
							
						 
						
							2024-08-22 11:09:12 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zijie Li 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								bdbe995b01 
								
							 
						 
						
							
							
								
								Update README.md ( #11889 )  
							
							 
							
							... 
							
							
							
							Set datasets version to 2.16.1. Clear out the transformers version requirement. 
							
						 
						
							2024-08-22 09:40:16 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									SONG Ge 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								8c5c7f32dd 
								
							 
						 
						
							
							
								
								Update doc for running npu generate example with ipex-llm[npu] ( #11876 )  
							
							 
							
							... 
							
							
							
							* update doc for running npu generate example with ipex-llm[npu]
* switch max_prompt_len to 512 to fix compile error on mtl 
							
						 
						
							2024-08-21 13:45:29 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jinhe 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								3ee194d983 
								
							 
						 
						
							
							
								
								Pytorch models transformers version update ( #11860 )  
							
							 
							
							... 
							
							
							
							* yi sync
* delete 4.34 constraint
* delete 4.34 constraint
* delete 4.31 constraint
* delete 4.34 constraint
* delete 4.35 constraint
* added <=4.33.3 constraint
* added <=4.33.3 constraint
* switched to chinese prompt 
							
						 
						
							2024-08-20 18:01:42 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								5e8286f72d 
								
							 
						 
						
							
							
								
								Update ipex-llm default transformers version to 4.37.0 ( #11859 )  
							
							 
							
							... 
							
							
							
							* Update default transformers version to 4.37.0
* Add dependency requirements for qwen and qwen-vl
* Temp fix transformers version for these not yet verified models
* Skip qwen test in UT for now as it requires transformers<4.37.0 
							
						 
						
							2024-08-20 17:37:58 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									SONG Ge 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								5b83493b1a 
								
							 
						 
						
							
							
								
								Add ipex-llm npu option in setup.py ( #11858 )  
							
							 
							
							... 
							
							
							
							* add ipex-llm npu release
* update example doc
* meet latest release changes 
							
						 
						
							2024-08-20 17:29:49 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Heyang Sun 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								ee6852c915 
								
							 
						 
						
							
							
								
								Fix typo ( #11862 )  
							
							 
							
							
							
						 
						
							2024-08-20 16:38:11 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									SONG Ge 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								7380823f3f 
								
							 
						 
						
							
							
								
								Update Llama2 multi-processes example ( #11852 )  
							
							 
							
							... 
							
							
							
							* update llama2 multi-processes examples
* update
* update readme
* update 
							
						 
						
							2024-08-19 19:49:01 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yang Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								99b05ba1dc 
								
							 
						 
						
							
							
								
								separate prefill into a process ( #11787 )  
							
							 
							
							... 
							
							
							
							* seperate prefill into a process
* using model.share_memory()
* might work
* worked
* use long prompt
* refactor
* cleanup
* fix bug
* clean up
* changable inter and intra process stages
* refactor
* add max output len
* fix npu_model changes that may cause generate down
* fix npu_model generate import error
* fix generare forward error
---------
Co-authored-by: sgwhat <ge.song@intel.com> 
							
						 
						
							2024-08-19 17:53:36 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jinhe 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								da3d7a3a53 
								
							 
						 
						
							
							
								
								delete transformers version requirement ( #11845 )  
							
							 
							
							... 
							
							
							
							* delete transformers version requirement
* delete transformers version requirement 
							
						 
						
							2024-08-19 17:53:02 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jinhe 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								e07a55665c 
								
							 
						 
						
							
							
								
								Codegeex2 tokenization fix ( #11831 )  
							
							 
							
							... 
							
							
							
							* updated tokenizer file
* updated tokenizer file
* updated tokenizer file
* updated tokenizer file
* new folder 
							
						 
						
							2024-08-16 15:48:47 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jinhe 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								adfbb9124a 
								
							 
						 
						
							
							
								
								Reorganize MiniCPM-V-2_6 example & update others MiniCPM-V-2 exmaples ( #11815 )  
							
							 
							
							... 
							
							
							
							* model to fp16 & 2_6 reorganize
* revisions
* revisions
* half
* deleted transformer version requirements
* deleted transformer version requirements
---------
Co-authored-by: ivy-lv11 <zhicunlv@gmail.com> 
							
						 
						
							2024-08-16 14:48:56 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Chu,Youcheng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								f463268e36 
								
							 
						 
						
							
							
								
								fix: add run oneAPI instruction for the example of codeshell ( #11828 )  
							
							 
							
							... 
							
							
							
							* fix: delete ipex extension import in ppl wikitext evaluation
* feat: add mixed_precision argument on ppl wikitext evaluation
* fix: delete mix_precision command in perplex evaluation for wikitext
* fix: remove fp16 mixed-presicion argument
* fix: Add a space.
* fix: add run oneAPI instruction for the example of codeshell
* fix: textual adjustments
* fix: Textual adjustment
---------
Co-authored-by: Jinhe Tang <jin.tang1337@gmail.com> 
							
						 
						
							2024-08-16 14:29:06 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ch1y0q 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								447c8ed324 
								
							 
						 
						
							
							
								
								update transformers version for replit-code-v1-3b, `internlm2-chat-… ( #11811 )  
							
							 
							
							... 
							
							
							
							* update transformers version for `replit-code-v1-3b`, `internlm2-chat-7b` and mistral
* remove for default transformers version 
							
						 
						
							2024-08-15 16:40:48 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jinhe 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								2fbbb51e71 
								
							 
						 
						
							
							
								
								transformers==4.37, yi & yuan2 & vicuna ( #11805 )  
							
							 
							
							... 
							
							
							
							* transformers==4.37
* added yi model
* added yi model
* xxxx
* delete prompt template
* / and delete 
							
						 
						
							2024-08-15 15:39:24 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jinhe 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								f43da2d455 
								
							 
						 
						
							
							
								
								deletion of specification of transformers version ( #11808 )  
							
							 
							
							
							
						 
						
							2024-08-15 15:23:32 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jinhe 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								d8d887edd2 
								
							 
						 
						
							
							
								
								added minicpm-v-2_6 ( #11794 )  
							
							 
							
							
							
						 
						
							2024-08-14 16:23:44 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yang Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								51bcac1229 
								
							 
						 
						
							
							
								
								follow up on experimental support of fused decoder layer for llama2 ( #11785 )  
							
							 
							
							... 
							
							
							
							* clean up and support transpose value cache
* refine
* fix style
* fix style 
							
						 
						
							2024-08-13 18:53:55 -07:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Heyang Sun 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								70c828b87c 
								
							 
						 
						
							
							
								
								deepspeed zero3 QLoRA finetuning ( #11625 )  
							
							 
							
							... 
							
							
							
							* deepspeed zero3 QLoRA finetuning
* Update convert.py
* Update low_bit_linear.py
* Update utils.py
* Update qlora_finetune_llama2_13b_arch_2_card.sh
* Update low_bit_linear.py
* Update alpaca_qlora_finetuning.py
* Update low_bit_linear.py
* Update utils.py
* Update convert.py
* Update alpaca_qlora_finetuning.py
* Update alpaca_qlora_finetuning.py
* Update low_bit_linear.py
* Update deepspeed_zero3.json
* Update qlora_finetune_llama2_13b_arch_2_card.sh
* Update low_bit_linear.py
* Update low_bit_linear.py
* Update utils.py
* fix style
* fix style
* Update alpaca_qlora_finetuning.py
* Update qlora_finetune_llama2_13b_arch_2_card.sh
* Update convert.py
* Update low_bit_linear.py
* Update model.py
* Update alpaca_qlora_finetuning.py
* Update low_bit_linear.py
* Update low_bit_linear.py
* Update low_bit_linear.py 
							
						 
						
							2024-08-13 16:15:29 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								23d3acdc77 
								
							 
						 
						
							
							
								
								Add experimental support of fused decoder layer for llama2 ( #11768 )  
							
							 
							
							
							
						 
						
							2024-08-13 14:41:36 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jin, Qiao 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								c28b3389e6 
								
							 
						 
						
							
							
								
								Update npu multimodal example ( #11773 )  
							
							 
							
							
							
						 
						
							2024-08-13 14:14:59 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								8db34057b4 
								
							 
						 
						
							
							
								
								optimize lookahead init time ( #11769 )  
							
							 
							
							
							
						 
						
							2024-08-12 17:19:12 +08:00