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cs.LG2026
H-Spec: Parallel Speculative Decoding Without a Drafter-Side KV Cache
Weifan Jiang, Krishna Teja Chitty-Venkata, Megan Flynn +6
Speculative decoding losslessly accelerates large language model inference by having a lightweight draft model predict future tokens for verification by the target model. Recent bl…
cs.LG2026
An Interpretable Latency Model for Speculative Decoding in LLM Serving
Linghao Kong, Megan Flynn, Michael Peng +3
Speculative decoding (SD) accelerates large language model (LLM) inference by using a smaller draft model to propose multiple tokens that are verified by a larger target model in p…