Skip to content
Learn
News
Tools
Jobs
Mission
Search
⌘K
English
Donate
Menu
×
Start here
Start learning
Learn
Go to Learn
Courses
Guides
AI Tutor
Prompt library
Quizzes
Certification
Glossary
News
Go to News
Latest AI news
Topic trackers
Research & datasets
Blog
Editorial standards
Corrections
Tools
Go to Tools
Tool directory
Best-of lists
Compare tools
Cost calculator
Prompt Refiner
Submit AI Tool
Jobs
Go to Jobs
Browse AI jobs
Post a job
Sponsor AIU
Mission
Go to Mission
Mission
Impact & stats
Authors
Help centre
What's new
Support
Donate
Home
/
Glossary
/
Top-p (Nucleus) Sampling
AI Glossary Term
What does “
Top-p (Nucleus) Sampling
” mean?
Definition
A decoding strategy that samples from the smallest token set whose probabilities sum to p.
Related terms
Top-k Sampling
A decoding strategy that samples only from the k most likely next tokens.
Guarded Decoding
A generation strategy that constrains output tokens to valid structures or policy-compliant choices.
Reranker
A model that reorders an initial set of retrieved results to put the most relevant items at the top.
Beam Search
A decoding algorithm that keeps the top several candidate sequences at each step to find higher-probability outputs.
Temperature
A sampling setting controlling randomness in generated outputs.
Token
A chunk of text processed by language models, such as a word piece or symbol.
Learn more in our free guides
Typical Sampling
Speculative Sampling Verification
Entropy-Based Sampling
Early Stopping
See also
Transfer Learning
Tool Use
Transformer
Tokenization
Training Loss
Unsupervised Learning
Validation Set
System Prompt
Previous
Top-k Sampling
Next
Transfer Learning
Browse the full AI Glossary
Explore all free AI guides