Top P (Nucleus Sampling)
A text generation method that samples from the smallest possible set of words whose cumulative probability exceeds a threshold P.
Description
Top P, also known as nucleus sampling, is a text generation method used in language models. It involves sampling from the smallest possible set of words whose cumulative probability exceeds a specified threshold P. This approach aims to balance the diversity of generated text with its quality and coherence. Top P can be an alternative or complement to temperature adjustment, often providing more consistent results across different contexts.
Examples
- 📝 Article generation
- 🤖 Chatbot responses
- 🎭 Dialogue generation for games
Applications
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