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What is Speculative Decoding?

AI Infrastructure

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An inference optimization where a small draft model proposes tokens that a larger model verifies in parallel.

Speculative decoding uses a fast, lightweight model to generate candidate token sequences, then the full model verifies them in a single forward pass. Accepted tokens skip individual generation steps, yielding 2-3x speedups with identical output quality.

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