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

📰 News summary generation

📚 Creative writing assistance

🎮 NPC dialogue in video games

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Featured

v0.dev

Generate UI with simple text prompts. Copy, paste, ship.