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most citedScheduling Optimization Techniques for Neural Network Training

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Speculative Verification: Exploiting Information Gain to Refine Speculative Decoding

Sungkyun Kim, Jaemin Kim, Dogyung Yoon +3

LLMs have low GPU efficiency and high latency due to autoregressive decoding. Speculative decoding (SD) mitigates this using a small draft model to speculatively generate multiple…