Speculative Decoding: Exploiting Speculative Execution for Accelerating
Seq2seq Generation

Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq Generation

30 March 2022

Peiyi Wang

Zhifang Sui

Papers citing "Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq Generation"

16 / 16 papers shown

Title
Efficient Reasoning for LLMs through Speculative Chain-of-Thought Jikai Wang J. Li Lijun Wu M. Zhang LLMAG LRM 64 1 0 27 Apr 2025
Speculate, then Collaborate: Fusing Knowledge of Language Models during Decoding Z. Wang Muneeza Azmart Ang Li R. Horesh Mikhail Yurochkin 107 0 0 11 Feb 2025
Self-Data Distillation for Recovering Quality in Pruned Large Language Models Vithursan Thangarasa Ganesh Venkatesh Mike Lasby Nish Sinnadurai Sean Lie SyDa 33 0 0 13 Oct 2024
SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration Heming Xia Yongqi Li Jun Zhang Cunxiao Du Wenjie Li LRM 42 4 0 09 Oct 2024
Efficient Inference for Large Language Model-based Generative Recommendation Xinyu Lin Chaoqun Yang Wenjie Wang Yongqi Li Cunxiao Du Fuli Feng See-Kiong Ng Tat-Seng Chua 62 4 0 07 Oct 2024
Mixture of Attentions For Speculative Decoding Matthieu Zimmer Milan Gritta Gerasimos Lampouras Haitham Bou Ammar Jun Wang 71 4 0 04 Oct 2024
MagicDec: Breaking the Latency-Throughput Tradeoff for Long Context Generation with Speculative Decoding Jian Chen Vashisth Tiwari Ranajoy Sadhukhan Zhuoming Chen Jinyuan Shi Ian En-Hsu Yen Ian En-Hsu Yen Avner May Tianqi Chen Beidi Chen LRM 31 21 0 20 Aug 2024
Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting Zilong Wang Zifeng Wang Long Le Huaixiu Steven Zheng Swaroop Mishra ... Anush Mattapalli Ankur Taly Jingbo Shang Chen-Yu Lee Tomas Pfister RALM 70 30 0 11 Jul 2024
Merge, Ensemble, and Cooperate! A Survey on Collaborative Strategies in the Era of Large Language Models Jinliang Lu Ziliang Pang Min Xiao Yaochen Zhu Rui Xia Jiajun Zhang MoMe 27 17 0 08 Jul 2024
OPT-Tree: Speculative Decoding with Adaptive Draft Tree Structure Jikai Wang Yi Su Juntao Li Qingrong Xia Zi Ye Xinyu Duan Zhefeng Wang Min Zhang 29 11 0 25 Jun 2024
S3D: A Simple and Cost-Effective Self-Speculative Decoding Scheme for Low-Memory GPUs Wei Zhong Manasa Bharadwaj 31 5 0 30 May 2024
Decoding Speculative Decoding Minghao Yan Saurabh Agarwal Shivaram Venkataraman LRM 22 5 0 02 Feb 2024
EAGLE: Speculative Sampling Requires Rethinking Feature Uncertainty Yuhui Li Fangyun Wei Chao Zhang Hongyang R. Zhang 26 114 0 26 Jan 2024
Non-Autoregressive Neural Machine Translation: A Call for Clarity Robin M. Schmidt Telmo Pires Stephan Peitz J. Lööf 17 8 0 21 May 2022
Lossless Acceleration for Seq2seq Generation with Aggressive Decoding Tao Ge Heming Xia Xin Sun Si-Qing Chen Furu Wei 82 18 0 20 May 2022
Teaching Machines to Read and Comprehend Karl Moritz Hermann Tomás Kociský Edward Grefenstette L. Espeholt W. Kay Mustafa Suleyman Phil Blunsom 170 3,504 0 10 Jun 2015