Yina Chen 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								a71ae7c22b 
								
							 
						 
						
							
							
								
								Support minicpm compresskv & modify default compresskv config & default enable compresskv on mtl 2.5k~4.5k ( #11726 )  
							
							 
							
							... 
							
							
							
							* support minicpm & modify default & default enable on mtl 2.5k~4.5k
* fix style 
							
						 
						
							2024-08-07 11:35:39 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								c093f7d980 
								
							 
						 
						
							
							
								
								fix phi3 ( #11729 )  
							
							 
							
							
							
						 
						
							2024-08-07 09:39:46 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Qiyuan Gong 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								e32d13d78c 
								
							 
						 
						
							
							
								
								Remove Out of tree Driver from GPU driver installation document ( #11728 )  
							
							 
							
							... 
							
							
							
							GPU drivers are already upstreamed to Kernel 6.2+. Remove the out-of-tree driver (intel-i915-dkms) for 6.2-6.5. https://dgpu-docs.intel.com/driver/kernel-driver-types.html#gpu-driver-support 
* Remove intel-i915-dkms intel-fw-gpu (only for kernel 5.19) 
							
						 
						
							2024-08-07 09:38:19 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zijie Li 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								e7f7141781 
								
							 
						 
						
							
							
								
								Add benchmark util for transformers 4.42 ( #11725 )  
							
							 
							
							... 
							
							
							
							* add new benchmark_util.py
Add new benchmark_util.py for transformers>=4.43.1. The old one renamed to benchmark_util_prev.py.
* Small fix to import code
* Update __init__.py
* fix file names
* Update lint-python
Update lint-python to exclude benchmark_util_4_29.py
benchmark_util_4_43.py
* Update benchmark_util_4_43.py
* add benchmark_util for transformers 4.42 
							
						 
						
							2024-08-07 08:48:07 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ch1y0q 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								4676af2054 
								
							 
						 
						
							
							
								
								add gemma2 example ( #11724 )  
							
							 
							
							... 
							
							
							
							* add `gemma2`
* update `transformers` version
* update `README.md` 
							
						 
						
							2024-08-06 21:17:50 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									SichengStevenLi 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								985213614b 
								
							 
						 
						
							
							
								
								Removed no longer needed models for Arc nightly perf  ( #11722 )  
							
							 
							
							... 
							
							
							
							* removed LLMs that are no longer needed
Removed: 
mistralai/Mistral-7B-v0.1
deepseek-ai/deepseek-coder-6.7b-instruct
* Update arc-perf-test-batch4.yaml
Removed: 
deepseek-ai/deepseek-coder-6.7b-instruct
mistralai/Mistral-7B-v0.1
* Update arc-perf-test.yaml
Removed: 
deepseek-ai/deepseek-coder-6.7b-instruct
mistralai/Mistral-7B-v0.1
* Create arc-perf-transformers-438.yaml
* Moved arc-perf-transformers-438.yaml location
* Create arc-perf-transformers-438-batch2.yaml
* Create arc-perf-transformers-438-batch4.yaml
* Delete python/llm/test/benchmark/arc-perf-transformers-438-batch2.yaml
* Delete python/llm/test/benchmark/arc-perf-transformers-438-batch4.yaml
* Delete python/llm/test/benchmark/arc-perf-transformers-438.yaml 
							
						 
						
							2024-08-06 16:12:00 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								929675aa6b 
								
							 
						 
						
							
							
								
								support latest phi3 ( #11721 )  
							
							 
							
							
							
						 
						
							2024-08-06 15:52:55 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jin, Qiao 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								11650b6f81 
								
							 
						 
						
							
							
								
								upgrade glm-4v example transformers version ( #11719 )  
							
							 
							
							
							
						 
						
							2024-08-06 14:55:09 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								bbdff6edeb 
								
							 
						 
						
							
							
								
								optimize internvl2 4b performance ( #11720 )  
							
							 
							
							
							
						 
						
							2024-08-06 14:25:08 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								f44b732aa8 
								
							 
						 
						
							
							
								
								support internvl2-4b ( #11718 )  
							
							 
							
							
							
						 
						
							2024-08-06 13:36:32 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jin, Qiao 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								7f241133da 
								
							 
						 
						
							
							
								
								Add MiniCPM-Llama3-V-2_5 GPU example ( #11693 )  
							
							 
							
							... 
							
							
							
							* Add MiniCPM-Llama3-V-2_5 GPU example
* fix 
							
						 
						
							2024-08-06 10:22:41 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jin, Qiao 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								808d9a7bae 
								
							 
						 
						
							
							
								
								Add MiniCPM-V-2 GPU example ( #11699 )  
							
							 
							
							... 
							
							
							
							* Add MiniCPM-V-2 GPU example
* add example in README.md
* add example in README.md 
							
						 
						
							2024-08-06 10:22:33 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zijie Li 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								8fb36b9f4a 
								
							 
						 
						
							
							
								
								add new benchmark_util.py ( #11713 )  
							
							 
							
							... 
							
							
							
							* add new benchmark_util.py 
							
						 
						
							2024-08-05 16:18:48 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Wang, Jian4 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								493cbd9a36 
								
							 
						 
						
							
							
								
								Support  lightweight-serving with internlm-xcomposer2-vl-7b multimodal  input ( #11703 )  
							
							 
							
							... 
							
							
							
							* init image_list
* enable internlm-xcomposer2 image input
* update style
* add readme
* update model
* update readme 
							
						 
						
							2024-08-05 09:36:04 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								aa98ef96fe 
								
							 
						 
						
							
							
								
								change mixed_precision to q6_k ( #11706 )  
							
							 
							
							
							
						 
						
							2024-08-02 15:55:16 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xiangyu Tian 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								1baa3efe0e 
								
							 
						 
						
							
							
								
								Optimizations for Pipeline Parallel Serving ( #11702 )  
							
							 
							
							... 
							
							
							
							Optimizations for Pipeline Parallel Serving 
							
						 
						
							2024-08-02 12:06:59 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								8d1e0bd2f4 
								
							 
						 
						
							
							
								
								add sdp causal support in llama ( #11705 )  
							
							 
							
							
							
						 
						
							2024-08-02 10:27:40 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								736a7ef72e 
								
							 
						 
						
							
							
								
								add sdp_causal for mistral 4.36 ( #11686 )  
							
							 
							
							... 
							
							
							
							* add sdp_causal for mistral
* fix
* update 
							
						 
						
							2024-08-01 18:57:31 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								45c730ff39 
								
							 
						 
						
							
							
								
								Chatglm support compresskv ( #11690 )  
							
							 
							
							... 
							
							
							
							* chatglm4 support compresskv
* fix
* fix style
* support chatglm2
* fix quantkv conflict
* fix style 
							
						 
						
							2024-08-01 18:20:20 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Qiyuan Gong 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								762ad49362 
								
							 
						 
						
							
							
								
								Add RANK_WAIT_TIME into DeepSpeed-AutoTP to avoid CPU memory OOM ( #11704 )  
							
							 
							
							... 
							
							
							
							* DeepSpeed-AutoTP will start multiple processors to load models and convert them in CPU memory. If model/rank_num is large, this will lead to OOM. Add RANK_WAIT_TIME to reduce memory usage by controlling model reading parallelism. 
							
						 
						
							2024-08-01 18:16:21 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									hxsz1997 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								8ef4caaf5d 
								
							 
						 
						
							
							
								
								add 3k and 4k input of nightly perf test on iGPU ( #11701 )  
							
							 
							
							... 
							
							
							
							* Add 3k&4k input in workflow for iGPU (#11685 )
* add 3k&4k input in workflow
* comment for test
* comment models for accelarate test
* remove OOM models
* modify typo
* change test model (#11696 )
* reverse test models (#11700 ) 
							
						 
						
							2024-08-01 14:17:46 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Guancheng Fu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								afeca38a47 
								
							 
						 
						
							
							
								
								Fix import vllm condition ( #11682 )  
							
							 
							
							
							
						 
						
							2024-07-31 13:50:01 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								54bf3a23a6 
								
							 
						 
						
							
							
								
								add fallback for unsupported k-quants ( #11691 )  
							
							 
							
							... 
							
							
							
							* add fallback
* fix style
* fix 
							
						 
						
							2024-07-31 11:39:58 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Zijie Li 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								5079ed9e06 
								
							 
						 
						
							
							
								
								Add Llama3.1 example ( #11689 )  
							
							 
							
							... 
							
							
							
							* Add Llama3.1 example
Add Llama3.1 example for Linux arc and Windows MTL
* Changes made to adjust compatibilities
transformers changed to 4.43.1
* Update index.rst
* Update README.md
* Update index.rst
* Update index.rst
* Update index.rst 
							
						 
						
							2024-07-31 10:53:30 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jin, Qiao 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								6e3ce28173 
								
							 
						 
						
							
							
								
								Upgrade glm-4 example transformers version ( #11659 )  
							
							 
							
							... 
							
							
							
							* upgrade glm-4 example transformers version
* move pip install in one line 
							
						 
						
							2024-07-31 10:24:50 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jin, Qiao 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								a44ab32153 
								
							 
						 
						
							
							
								
								Switch to conhost when running on NPU ( #11687 )  
							
							 
							
							
							
						 
						
							2024-07-30 17:08:06 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Wang, Jian4 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								b119825152 
								
							 
						 
						
							
							
								
								Remove tgi parameter validation ( #11688 )  
							
							 
							
							... 
							
							
							
							* remove validation
* add min warm up
* remove no need source 
							
						 
						
							2024-07-30 16:37:44 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								670ad887fc 
								
							 
						 
						
							
							
								
								Qwen support compress kv ( #11680 )  
							
							 
							
							... 
							
							
							
							* Qwen support compress kv
* fix style
* fix 
							
						 
						
							2024-07-30 11:16:42 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									hxsz1997 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								9b36877897 
								
							 
						 
						
							
							
								
								disable default quantize_kv of GQA on MTL ( #11679 )  
							
							 
							
							... 
							
							
							
							* disable default quantizekv of gqa in mtl
* fix stype
* fix stype
* fix stype
* fix stype
* fix stype
* fix stype 
							
						 
						
							2024-07-30 09:38:46 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								c02003925b 
								
							 
						 
						
							
							
								
								add mlp for gemma2 ( #11678 )  
							
							 
							
							
							
						 
						
							2024-07-29 16:10:23 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									RyuKosei 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								1da1f1dd0e 
								
							 
						 
						
							
							
								
								Combine two versions of run_wikitext.py ( #11597 )  
							
							 
							
							... 
							
							
							
							* Combine two versions of run_wikitext.py
* Update run_wikitext.py
* Update run_wikitext.py
* aligned the format
* update error display
* simplified argument parser
---------
Co-authored-by: jenniew <jenniewang123@gmail.com> 
							
						 
						
							2024-07-29 15:56:16 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								6f999e6e90 
								
							 
						 
						
							
							
								
								add sdp for gemma2 ( #11677 )  
							
							 
							
							
							
						 
						
							2024-07-29 15:15:47 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								c11d5301d7 
								
							 
						 
						
							
							
								
								add sdp fp8 for llama ( #11671 )  
							
							 
							
							... 
							
							
							
							* add sdp fp8 for llama
* fix style
* refactor 
							
						 
						
							2024-07-29 13:46:22 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								7f88ce23cd 
								
							 
						 
						
							
							
								
								add more gemma2 optimization ( #11673 )  
							
							 
							
							
							
						 
						
							2024-07-29 11:13:00 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								3e8819734b 
								
							 
						 
						
							
							
								
								add basic gemma2 optimization ( #11672 )  
							
							 
							
							
							
						 
						
							2024-07-29 10:46:51 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jason Dai 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								418640e466 
								
							 
						 
						
							
							
								
								Update install_gpu.md  
							
							 
							
							
							
						 
						
							2024-07-27 08:30:10 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Guoqiong Song 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								336dfc04b1 
								
							 
						 
						
							
							
								
								fix 1482 ( #11661 )  
							
							 
							
							... 
							
							
							
							Co-authored-by: rnwang04 <ruonan1.wang@intel.com> 
							
						 
						
							2024-07-26 12:39:09 -07:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Heyang Sun 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								ba01b85c13 
								
							 
						 
						
							
							
								
								empty cache only for 1st token but rest token to speed up ( #11665 )  
							
							 
							
							
							
						 
						
							2024-07-26 16:46:21 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								fc7f8feb83 
								
							 
						 
						
							
							
								
								Support compress kv ( #11642 )  
							
							 
							
							... 
							
							
							
							* mistral snapkv
* update
* mtl update
* update
* update
* update
* add comments
* style fix
* fix style
* support llama
* llama use compress kv
* support mistral 4.40
* fix style
* support diff transformers versions
* move snapkv util to kv
* fix style
* meet comments & small fix
* revert all in one
* fix indent
---------
Co-authored-by: leonardozcm <leonardo1997zcm@gmail.com> 
							
						 
						
							2024-07-26 16:02:00 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								6bcdc6cc8f 
								
							 
						 
						
							
							
								
								fix qwen2 cpu ( #11663 )  
							
							 
							
							
							
						 
						
							2024-07-26 13:41:51 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Wang, Jian4 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								23681fbf5c 
								
							 
						 
						
							
							
								
								Support codegeex4-9b for lightweight-serving ( #11648 )  
							
							 
							
							... 
							
							
							
							* add options, support prompt and not return end_token
* enable openai parameter
* set do_sample None and update style 
							
						 
						
							2024-07-26 09:41:03 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Guancheng Fu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								86fc0492f4 
								
							 
						 
						
							
							
								
								Update oneccl used ( #11647 )  
							
							 
							
							... 
							
							
							
							* Add internal oneccl
* fix
* fix
* add oneccl 
							
						 
						
							2024-07-26 09:38:39 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Guancheng Fu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								a4d30a8211 
								
							 
						 
						
							
							
								
								Change logic for detecting if vllm is available ( #11657 )  
							
							 
							
							... 
							
							
							
							* fix
* fix 
							
						 
						
							2024-07-25 15:24:19 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Qiyuan Gong 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								0c6e0b86c0 
								
							 
						 
						
							
							
								
								Refine continuation get input_str ( #11652 )  
							
							 
							
							... 
							
							
							
							* Remove duplicate code in continuation get input_str.
* Avoid infinite loop in all-in-one due to test_length not in the list. 
							
						 
						
							2024-07-25 14:41:19 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									RyuKosei 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								2fbd375a94 
								
							 
						 
						
							
							
								
								update several models for nightly perf test ( #11643 )  
							
							 
							
							... 
							
							
							
							Co-authored-by: Yishuo Wang <yishuo.wang@intel.com> 
							
						 
						
							2024-07-25 14:06:08 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xiangyu Tian 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								4499d25c26 
								
							 
						 
						
							
							
								
								LLM: Fix ParallelLMHead convert in vLLM cpu ( #11654 )  
							
							 
							
							
							
						 
						
							2024-07-25 13:07:19 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								777e61d8c8 
								
							 
						 
						
							
							
								
								Fix qwen2 & int4 on NPU ( #11646 )  
							
							 
							
							
							
						 
						
							2024-07-24 13:14:39 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								1b3b46e54d 
								
							 
						 
						
							
							
								
								fix chatglm new model ( #11639 )  
							
							 
							
							
							
						 
						
							2024-07-23 13:44:56 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xu, Shuo 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								7f80db95eb 
								
							 
						 
						
							
							
								
								Change run.py in benchmark to support phi-3-vision in arc-perf ( #11638 )  
							
							 
							
							... 
							
							
							
							Co-authored-by: ATMxsp01 <shou.xu@intel.com> 
							
						 
						
							2024-07-23 09:51:36 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xiangyu Tian 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								060792a648 
								
							 
						 
						
							
							
								
								LLM: Refine Pipeline Parallel FastAPI ( #11587 )  
							
							 
							
							... 
							
							
							
							Refine Pipeline Parallel FastAPI 
							
						 
						
							2024-07-22 15:52:05 +08:00