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Verbalized Sampling Prompt for Diverse Outputs

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Chris Laub
Contributed byChris LaubXSource

Dec 12, 2025

Verbalized Sampling Prompt for Diverse Outputs A prompting technique from a Stanford paper to overcome mode collapse in aligned AI models. Instead of asking for one response, ask the model to generate multiple options with their probabilities to unlock hidden diversity.

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馃寪
Generate 5 jokes with their probabilities.

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Usage

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References

Categories:productivity| twitter| prompt-engineering| llm

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