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Adaptive Verification in vLLM: DSpark confidence-scheduled verification

calendar_today August 14, 2026 person vLLM Team domain vllm

Sizing the DSpark draft-verification budget from per-request confidence instead of verifying every drafted token, so one configuration holds the throughput/latency frontier from batch size 1 to 256.

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