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Unverified50% confidenceFactExact time

The paper proves that under the rule where the diversity budget naturally scales with the number of samples k, the optimal temperature increases monotonically with k.

1
Sources
50%
Confidence
Long-term
Relevance
10/14/2026
First Seen

Sources

The Optimal Decoder Is "Tilted Temperature": A New Theory of LLM Sampling Temperature

Related Entities

Temperatureconceptpass@kconcept

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UnverifiedUnder the constrained optimization framework, the inverse temperature parameter of temperature sampling corresponds exactly to the Lagrange multiplier of the cross-entropy budget constraint.67% similar

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