TableTune: Measured, Self-Correcting Draft-Length Tables for Dynamic Speculative Decoding.

arXiv:2610.38968v1 Announce Type: cross Abstract: Speculative decoding speeds up large language model (LLM) serving only while the GPU has spare compute, so the best draft length, the number of tokens a small drafter guesses per step, shrinks as the batch grow