Speculative decoding

SpecPV

SpecPV: Improving Self-Speculative Decoding for Long-Context Generation via Partial Verification

On the frontierfirst seen Dec 2, 2025

Current frontier — recent, not yet superseded in the knowledge base

0 papers critique it · 0 beat it on benchmarks

What to use instead

Recent methods in the same sub-problem, not yet superseded in the knowledge base — arXiv benchmark leaders, not vetted production recommendations.