InstInfer: In-Storage Attention Offloading for Cost-Effective
Long-Context LLM Inference

InstInfer: In-Storage Attention Offloading for Cost-Effective Long-Context LLM Inference

8 September 2024

Xiaolin Wang

ArXiv (abs)PDF HTML

Papers citing "InstInfer: In-Storage Attention Offloading for Cost-Effective Long-Context LLM Inference"

9 / 9 papers shown

Title
Cognitive Memory in Large Language Models Lianlei Shan Shixian Luo Zezhou Zhu Yu Yuan Yong Wu LLMAG KELM 508 3 0 03 Apr 2025
iServe: An Intent-based Serving System for LLMs Dimitrios Liakopoulos Tianrui Hu Prasoon Sinha N. Yadwadkar VLM 505 0 0 08 Jan 2025
Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security Yuanchun Li Hao Wen Weijun Wang Xiangyu Li Yizhen Yuan ... Zhijun Li Peng Li Yang Liu Yaqiong Zhang Yunxin Liu LLMAG 81 189 0 10 Jan 2024
LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning Hongye Jin Xiaotian Han Jingfeng Yang Zhimeng Jiang Zirui Liu Chia-Yuan Chang Huiyuan Chen Helen Zhou 108 117 0 02 Jan 2024
H $_2$ O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models Zhenyu Zhang Ying Sheng Dinesh Manocha Tianlong Chen Lianmin Zheng ... Yuandong Tian Christopher Ré Clark W. Barrett Zhangyang Wang Beidi Chen VLM 147 308 0 24 Jun 2023
Element-aware Summarization with Large Language Models: Expert-aligned Evaluation and Chain-of-Thought Method Yiming Wang Zhuosheng Zhang Rui Wang 109 87 0 22 May 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 1.5K 14,699 0 15 Mar 2023
An Attentive Survey of Attention Models S. Chaudhari Varun Mithal Gungor Polatkan R. Ramanath 146 662 0 05 Apr 2019
TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension Mandar Joshi Eunsol Choi Daniel S. Weld Luke Zettlemoyer RALM 228 2,686 0 09 May 2017

We use cookies and other tracking technologies to improve your browsing experience on our website, to show you personalized content and targeted ads, to analyze our website traffic, and to understand where our visitors are coming from. See our policy.