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Home/Glossary/Distillation
AI Glossary Term

What does “Distillation” mean?

Definition

Compressing knowledge from a large teacher model into a smaller student model.

Related terms

Knowledge Distillation
Training a smaller model to imitate the outputs of a larger model.
Continual Learning
Training approaches that let a model keep learning from new data without forgetting prior knowledge.
RAG (Retrieval-Augmented Generation)
A method that retrieves external knowledge and feeds it into generation at inference time.
Retrieval
Finding relevant documents or records from a knowledge source for a query.
Data Lineage
A record of where data came from, how it was transformed, and where it is used.
Differential Privacy
A privacy technique that adds statistical noise so individual records cannot be reliably inferred from outputs.

Learn more in our free guides

DINO Self-DistillationDreamFusion and Score Distillation SamplingKnowledge Distillation

See also

Diffusion ModelDomain AdaptationDeep LearningEmbeddingDecision TreeEncoderDecision BoundaryEnsemble
PreviousDiffusion ModelNextDomain Adaptation
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