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vllm_blog ยท Aug 14, 2026 ยท news

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Adaptive Verification in vLLM: DSpark confidence-scheduled verification

vllm.aiAug 14, 2026
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In brief

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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