Adaptive Verification in vLLM: DSpark confidence-scheduled verification
vLLM introduces adaptive verification that dynamically adjusts the verification budget based on token confidence, making speculative decoding effective even at high concurrency and reducing tuning overhead.
vLLM Blog · Aug 14, 2026