Efficient Memory Management for Large Language Model Serving with
PagedAttention

Efficient Memory Management for Large Language Model Serving with PagedAttention

12 September 2023

Joseph E. Gonzalez

Papers citing "Efficient Memory Management for Large Language Model Serving with PagedAttention"

12 / 412 papers shown

Title
Punica: Multi-Tenant LoRA Serving Lequn Chen Zihao Ye Yongji Wu Danyang Zhuo Luis Ceze Arvind Krishnamurthy 44 34 0 28 Oct 2023
RCAgent: Cloud Root Cause Analysis by Autonomous Agents with Tool-Augmented Large Language Models Zefan Wang Zichuan Liu Yingying Zhang Aoxiao Zhong Lunting Fan Lingfei Wu Qingsong Wen 46 24 0 25 Oct 2023
AutoMix: Automatically Mixing Language Models Pranjal Aggarwal Aman Madaan Ankit Anand Srividya Pranavi Potharaju Swaroop Mishra ... Karthik Kappaganthu Yiming Yang Shyam Upadhyay Manaal Faruqui Mausam 42 19 0 19 Oct 2023
Chameleon: a Heterogeneous and Disaggregated Accelerator System for Retrieval-Augmented Language Models Wenqi Jiang Marco Zeller R. Waleffe Torsten Hoefler Gustavo Alonso 54 14 0 15 Oct 2023
CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules Hung Le Hailin Chen Amrita Saha Akash Gokul Doyen Sahoo Chenyu You LRM 28 42 0 13 Oct 2023
Online Speculative Decoding Xiaoxuan Liu Lanxiang Hu Peter Bailis Alvin Cheung Zhijie Deng Ion Stoica Hao Zhang 29 53 0 11 Oct 2023
GrowLength: Accelerating LLMs Pretraining by Progressively Growing Training Length Hongye Jin Xiaotian Han Jingfeng Yang Zhimeng Jiang Chia-Yuan Chang Xia Hu 35 11 0 01 Oct 2023
FlexGen: High-Throughput Generative Inference of Large Language Models with a Single GPU Ying Sheng Lianmin Zheng Binhang Yuan Zhuohan Li Max Ryabinin ... Joseph E. Gonzalez Percy Liang Christopher Ré Ion Stoica Ce Zhang 149 372 0 13 Mar 2023
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,872 0 18 Apr 2021
ZeRO-Offload: Democratizing Billion-Scale Model Training Jie Ren Samyam Rajbhandari Reza Yazdani Aminabadi Olatunji Ruwase Shuangyang Yang Minjia Zhang Dong Li Yuxiong He MoE 177 417 0 18 Jan 2021
Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism M. Shoeybi M. Patwary Raul Puri P. LeGresley Jared Casper Bryan Catanzaro MoE 245 1,833 0 17 Sep 2019
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Zhehuai Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 718 6,750 0 26 Sep 2016