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verbalized-sampling

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Verbalized Sampling, a training-free prompting strategy to mitigate mode collapse in LLMs by requesting responses with probabilities. Achieves 2-3x diversity improvement while maintaining quality. Model-agnostic framework with CLI/API for creative writing, synthetic data generation, and dialogue simulation.

Creat2025-05-21T06:28:26
Update2025-10-09T01:16:36
https://www.verbalized-sampling.com/
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