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AutoJudge: Judge decoding without manual annotation

Garipov, Roman et al.
ISTA Publications · Papers
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We introduce AutoJudge, a method that accelerates large language model (LLM) inference with task-specific lossy speculative decoding. Instead of matching the original model output distribution token-by-token, we identify the generated tokens that affect the downstream quality of the response, relaxi
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