Speculative decoding

AdaPLD

AdaPLD: Adaptive Retrieval and Reuse for Efficient Model-Free Speculative Decoding

On the frontierfirst seen Jun 4, 2026

Current frontier — recent, not yet superseded in the knowledge base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Recent methods in the same sub-problem, not yet superseded in the knowledge base — arXiv benchmark leaders, not vetted production recommendations.