04:00
2026-09-22
arxiv.org
artificial-intelligence
TreeSpark: Calibrated, Load-Adaptive Draft Trees for Semi-Autoregressive Speculative Decoding
Researchers introduced TreeSpark, a speculative decoding method that reads a parent-conditioned distribution from a drafter's existing Markov head and calibrates it into an edge-acceptance estimate to…