verbalized-sampling
by CHATS-lab (organization)
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… (description from the project’s GitHub page)
Repository facts
- Stars
- 813
- Forks
- 84
- Open issues and pull requests
- 0
- Primary language
- Python
- License
- Other license
- Owner
- CHATS-lab · Organization
- Created
- May 20, 2025
- Last push
- Jan 3, 2026
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