Large Language Models
Top-k Sampling
A generation strategy that samples from only the k most likely next tokens, balancing quality and diversity.
Related Concepts
- Temperature: Explore how Temperature relates to Top-k Sampling
- Top-p: Explore how Top-p relates to Top-k Sampling
- Sampling: Explore how Sampling relates to Top-k Sampling
- Generation: Explore how Generation relates to Top-k Sampling
Why It Matters
Understanding Top-k Sampling is crucial for anyone working with large language models. This concept helps build a foundation for more advanced topics in AI and machine learning.
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This term is part of the comprehensive AI/ML glossary. Explore related terms to deepen your understanding of this interconnected field.
Tags
large-language-models temperature top-p sampling