A training-free verifier, ASD, allows a bounded number of low-regret draft-target mismatches during speculative decoding and reuses the target-greedy suffix, yielding 3 to 15 percent throughput gains with mostly small accuracy changes.
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Approximate Speculative Decoding
A training-free verifier, ASD, allows a bounded number of low-regret draft-target mismatches during speculative decoding and reuses the target-greedy suffix, yielding 3 to 15 percent throughput gains with mostly small accuracy changes.