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Introducing AutoJudge: Streamlined inference acceleration via automated dataset curation

Together AI Blogen

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AutoJudge accelerates LLM inference by identifying which token mismatches actually matter. Using self-supervised learning to train a lightweight classifier, it accepts up to 40 draft tokens per cycle—delivering 1.5–2× speedups over standard speculative decoding with minimal accur

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