Distillation
TrainingStrategy AIO:Distillation NOT_REVIEWED
A preprocessing that trains a smaller model to replicate the behavior of a larger model aiming to compress the knowledge into a more compact form without significant loss of performance.
Ontology IRI:
https://w3id.org/aio/Distillation
Ontology Structure & Relationships
Parent Classes
Branches
Annotations & Sources
Synonyms:
- Purification exact
- Refining exact
- Knowledge compression related
- Teacher-student model related
Definition Sources:
Subsets:
https://w3id.org/aio/TrainingStrategySubset
Import Provenance & Upstream Synchronization
Source Repo: AIO GitHub
Release Version:
aio.jsonCommit:
397851c547…License: CC-BY-4.0
Imported At: 2026-10-10T07:34:10Z
SHA256:
8f741d71408c…
Source File:
data/aio/Distillation.yaml