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Verbalized Sampling

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Verbalized Sampling

A reference implementation of a training-free prompting strategy that asks a model for a distribution of responses with probabilities, which the authors report reduces mode collapse in creative tasks.

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Services

  • Training-free prompting strategy
  • Diversity sampling
  • Evaluation scripts
  • Paper reference implementation

Highlights

  • #python
  • #research
  • #diversity

Source: Official GitHub repository. Last checked 2026-09-18. Spot an error? Tell us.

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