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arxiv_cs_lg · Oct 10, 2026 · paper

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The Optimal Decoder is Tilted Temperature

arxiv.orgOct 10, 2026
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In brief

Larger sample budgets benefit from higher sampling temperatures in LLMs, but what temperature tuning optimizes and why it works remain poorly understood. We seek to answer these questions: we pose decoding as pass@$k$...

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