Speculation at a Distance: Where Edge-Cloud Speculative Decoding Actually Pays Off

Yuan Lyu, Bharath Irukulapati, Jaya Prakash Champati

Speculative decoding (SD) accelerates LLM inference by $1.5$-$3$ times when the draft and target models are co-located. This has motivated a distributed variant (DSD) that places t…