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Greedy Multi-Path Block Verification for Faster Decoding in Speculative Sampling

Thomas, Rahul et al.
arXiv (All) · Papers
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information-theorymachine-learning
The goal of $L$-step speculative decoding is to accelerate autoregressive decoding of a target model by using a cheaper draft model to generate a candidate path of $L$ tokens. Based on a verification algorithm involving target and draft model probabilities, a prefix of the candidate sequence is acce
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