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LongSpec: Long-Context Lossless Speculative Decoding with Efficient Drafting and Verification
v1v2v3 (latest)

LongSpec: Long-Context Lossless Speculative Decoding with Efficient Drafting and Verification

24 February 2025
Penghui Yang
Cunxiao Du
Fengzhuo Zhang
Haonan Wang
Tianyu Pang
Chao Du
Bo An
    RALMMQ
ArXiv (abs)PDFHTMLGithub

Papers citing "LongSpec: Long-Context Lossless Speculative Decoding with Efficient Drafting and Verification"

5 / 5 papers shown
SpecExtend: A Drop-in Enhancement for Speculative Decoding of Long Sequences
SpecExtend: A Drop-in Enhancement for Speculative Decoding of Long Sequences
Jungyoub Cha
Hyunjong Kim
Sungzoon Cho
VLM
416
1
0
27 May 2025
SpecMemo: Speculative Decoding is in Your Pocket
SpecMemo: Speculative Decoding is in Your Pocket
Selin Yildirim
Deming Chen
221
0
0
16 May 2025
Liger Kernel: Efficient Triton Kernels for LLM Training
Liger Kernel: Efficient Triton Kernels for LLM Training
Pin-Lun Hsu
Ata Fatahibaarzi
Vignesh Kothapalli
Qingquan Song
Shao Tang
Sirou Zhu
Steven Shimizu
Shivam Sahni
Haowen Ning
Yanning Chen
658
115
0
14 Oct 2024
How to Train Long-Context Language Models (Effectively)
How to Train Long-Context Language Models (Effectively)Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Tianyu Gao
Alexander Wettig
Howard Yen
Danqi Chen
RALM
796
110
0
03 Oct 2024
MagicDec: Breaking the Latency-Throughput Tradeoff for Long Context Generation with Speculative Decoding
MagicDec: Breaking the Latency-Throughput Tradeoff for Long Context Generation with Speculative DecodingInternational Conference on Learning Representations (ICLR), 2024
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
827
67
0
20 Aug 2024
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