"speculative sampling" Papers

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EAGLE-3: Scaling up Inference Acceleration of Large Language Models via Training-Time Test

Yuhui Li, Fangyun Wei, Chao Zhang et al.

NEURIPS 2025arXiv:2503.01840
115
citations

Multi-Draft Speculative Sampling: Canonical Decomposition and Theoretical Limits

Ashish Khisti, MohammadReza Ebrahimi, Hassan Dbouk et al.

ICLR 2025arXiv:2410.18234
4
citations

Accelerated Speculative Sampling Based on Tree Monte Carlo

Zhengmian Hu, Heng Huang

ICML 2024

EAGLE: Speculative Sampling Requires Rethinking Feature Uncertainty

Yuhui Li, Fangyun Wei, Chao Zhang et al.

ICML 2024arXiv:2401.15077
338
citations