Glossary term
Glossary term
Infrastructure and Serving
A controlled inventory of models, versions, metadata, owners, approvals, deployment status, and risk classifications. It supports change control and operational governance. A mature registry links models to owners, use cases, risk tiers, datasets, approvals, vulnerabilities, evaluations, deployment environments, and retirement status.
MLflow Model Registry, Vertex AI Model Registry, and Amazon SageMaker Model Registry are widely used commercial and open source model registries.
Hugging Face Hub serves as a public model registry hosting over one million model repositories with version control and lineage.
JFrog ML and ModelOp Center are enterprise registries used in regulated industries like banking for SR 11-7 alignment.