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In a five-draft/one-verify cycle on Qwen3-8B, the refresh layer added 1.218 ms (1.03% of cycle time) at 16k context and 2.113 ms (1.06%) at 32k. On Qwen3-1.7B and DS-Llama-8B, overhead was at or below the measurement-noise floor. · CiteArk