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home/prompts/chats-lab

home/prompts/chats-lab

chats-lab

1 prompts

#Type

1verbalized-samplingVerbalized 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.PromptsJan 2026—785