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Publication search results
found 12 matches
- 2024
- Zhengxin Zhang, Dan Zhao, Xupeng Miao, Gabriele Oliaro, Zhihao Zhang, Qing Li, Yong Jiang, Zhihao Jia:
Quantized Side Tuning: Fast and Memory-Efficient Tuning of Quantized Large Language Models. ACL (1) 2024: 1-17 - Muyan Hu, Ashwin Venkatram, Shreyashri Biswas, Balamurugan Marimuthu, Bohan Hou, Gabriele Oliaro, Haojie Wang, Liyan Zheng, Xupeng Miao, Jidong Zhai, Zhihao Jia:
Optimal Kernel Orchestration for Tensor Programs with Korch. ASPLOS (3) 2024: 755-769 - Xupeng Miao, Gabriele Oliaro, Zhihao Zhang, Xinhao Cheng, Zeyu Wang, Zhengxin Zhang, Rae Ying Yee Wong, Alan Zhu, Lijie Yang, Xiaoxiang Shi, Chunan Shi, Zhuoming Chen, Daiyaan Arfeen, Reyna Abhyankar, Zhihao Jia:
SpecInfer: Accelerating Large Language Model Serving with Tree-based Speculative Inference and Verification. ASPLOS (3) 2024: 932-949 - Zhengxin Zhang, Dan Zhao, Xupeng Miao, Gabriele Oliaro, Qing Li, Yong Jiang, Zhihao Jia:
Quantized Side Tuning: Fast and Memory-Efficient Tuning of Quantized Large Language Models. CoRR abs/2401.07159 (2024) - Xupeng Miao, Gabriele Oliaro, Xinhao Cheng, Mengdi Wu, Colin Unger, Zhihao Jia:
FlexLLM: A System for Co-Serving Large Language Model Inference and Parameter-Efficient Finetuning. CoRR abs/2402.18789 (2024) - Muyan Hu, Ashwin Venkatram, Shreyashri Biswas, Balamurugan Marimuthu, Bohan Hou, Gabriele Oliaro, Haojie Wang, Liyan Zheng, Xupeng Miao, Jidong Zhai:
Optimal Kernel Orchestration for Tensor Programs with Korch. CoRR abs/2406.09465 (2024) - 2023
- Jonatan Langlet, Ran Ben Basat, Gabriele Oliaro, Michael Mitzenmacher, Minlan Yu, Gianni Antichi:
Direct Telemetry Access. SIGCOMM 2023: 832-849 - Xupeng Miao, Gabriele Oliaro, Zhihao Zhang, Xinhao Cheng, Zeyu Wang, Rae Ying Yee Wong, Zhuoming Chen, Daiyaan Arfeen, Reyna Abhyankar, Zhihao Jia:
SpecInfer: Accelerating Generative LLM Serving with Speculative Inference and Token Tree Verification. CoRR abs/2305.09781 (2023) - Xupeng Miao, Gabriele Oliaro, Zhihao Zhang, Xinhao Cheng, Hongyi Jin, Tianqi Chen, Zhihao Jia:
Towards Efficient Generative Large Language Model Serving: A Survey from Algorithms to Systems. CoRR abs/2312.15234 (2023) - 2022
- Jonatan Langlet, Ran Ben Basat, Sivaramakrishnan Ramanathan, Gabriele Oliaro, Michael Mitzenmacher, Minlan Yu, Gianni Antichi:
Direct Telemetry Access. CoRR abs/2202.02270 (2022) - 2021
- Jonatan Langlet, Ran Ben-Basat, Sivaramakrishnan Ramanathan, Gabriele Oliaro, Michael Mitzenmacher, Minlan Yu, Gianni Antichi:
Zero-CPU Collection with Direct Telemetry Access. HotNets 2021: 108-115 - Jonatan Langlet, Ran Ben Basat, Sivaramakrishnan Ramanathan, Gabriele Oliaro, Michael Mitzenmacher, Minlan Yu, Gianni Antichi:
Zero-CPU Collection with Direct Telemetry Access. CoRR abs/2110.05438 (2021)
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