Tools & Frameworks
Model Registry
Quick Answer
A system for cataloging, versioning, and managing deployed models.
Model registries centralize model management. Registries track: versions, metadata, lineage. Registries enable reproducibility. Registries support model promotion. Registries are standard in ML Ops. Registries simplify deployment. Registries provide governance. Registries are important for enterprise ML.
Last verified: 2026-04-08