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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.
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Merge branch 'main' of https://github.com/CHATS-lab/verbalize-sampling into main
22a10c4View on GitHubMerge branch 'main' of https://github.com/CHATS-lab/verbalize-sampling into main
8840c76View on GitHub