Preprint Open access
Draft in Parallel, Condition Through Depth: Adjacent Causal Injection for Speculative Decoding
Parallel speculative drafting generates multiple candidates in one backbone pass, but independent token selection can produce inconsistent continuations that shorten the accepted prefix. Existing methods mostly leave conditional decoding to a lightweight module after the backbone, which limits the flow of predecessor i …