You Only Cache Once: Decoder-Decoder Architectures for Language Models

You Only Cache Once: Decoder-Decoder Architectures for Language Models

8 May 2024

Papers citing "You Only Cache Once: Decoder-Decoder Architectures for Language Models"

14 / 14 papers shown

Title
WindowKV: Task-Adaptive Group-Wise KV Cache Window Selection for Efficient LLM Inference Youhui Zuo Sibo Wei C. Zhang Zhuorui Liu Wenpeng Lu Dawei Song VLM 56 0 0 23 Mar 2025
GPU-Accelerated Motion Planning of an Underactuated Forestry Crane in Cluttered Environments M. Vu Gerald Ebmer Alexander Watcher Marc-Philip Ecker Giang Nguyen Tobias Glueck 69 0 0 18 Mar 2025
X-EcoMLA: Upcycling Pre-Trained Attention into MLA for Efficient and Extreme KV Compression Guihong Li Mehdi Rezagholizadeh Mingyu Yang Vikram Appia Emad Barsoum VLM 55 0 0 14 Mar 2025
Key, Value, Compress: A Systematic Exploration of KV Cache Compression Techniques Neusha Javidnia B. Rouhani F. Koushanfar 76 0 0 14 Mar 2025
Conformal Transformations for Symmetric Power Transformers Saurabh Kumar Jacob Buckman Carles Gelada Sean Zhang 65 0 0 05 Mar 2025
Liger: Linearizing Large Language Models to Gated Recurrent Structures Disen Lan Weigao Sun Jiaxi Hu Jusen Du Yu-Xi Cheng 64 0 0 03 Mar 2025
Parallel Key-Value Cache Fusion for Position Invariant RAG Philhoon Oh Jinwoo Shin James Thorne 3DV 95 0 0 13 Jan 2025
Relaxed Recursive Transformers: Effective Parameter Sharing with Layer-wise LoRA Sangmin Bae Adam Fisch Hrayr Harutyunyan Ziwei Ji Seungyeon Kim Tal Schuster KELM 68 5 0 28 Oct 2024
A Systematic Study of Cross-Layer KV Sharing for Efficient LLM Inference You Wu Haoyi Wu Kewei Tu 34 3 0 18 Oct 2024
How to Train Long-Context Language Models (Effectively) Tianyu Gao Alexander Wettig Howard Yen Danqi Chen RALM 72 37 0 03 Oct 2024
KV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark of Long Context Capable Approaches Jiayi Yuan Hongyi Liu Shaochen Zhong Yu-Neng Chuang ... Hongye Jin V. Chaudhary Zhaozhuo Xu Zirui Liu Xia Hu 34 17 0 01 Jul 2024
Zoology: Measuring and Improving Recall in Efficient Language Models Simran Arora Sabri Eyuboglu Aman Timalsina Isys Johnson Michael Poli James Zou Atri Rudra Christopher Ré 56 66 0 08 Dec 2023
GLM-130B: An Open Bilingual Pre-trained Model Aohan Zeng Xiao Liu Zhengxiao Du Zihan Wang Hanyu Lai ... Jidong Zhai Wenguang Chen Peng-Zhen Zhang Yuxiao Dong Jie Tang BDL LRM 242 1,070 0 05 Oct 2022
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 226 4,424 0 23 Jan 2020