This is part of our commercial offering.
This feature is still in Beta!

Model Registry

Polyaxon Model Registry is a models store and a system that provides:

  • APIs and a UI.
  • It can be used with your teams' configuration and access control settings to enable collaborative model management.
  • Logging and lineage using the experimentation feature.
  • Versioning.
  • Deploying as an internal tool or as a test API using the service abstraction.
  • Agnostic to the model packaging format.
  • Integrations with your favorite serving technologies.

overview

Understanding the model registry

Each model can have multiple versions.

created-stage

Each model can list all versions, their stage, their model artifacts used, their specification, and their metrics and current usage.

production-stage

Polyaxon provides a special tag to signal the stage of your components' versions.

testing-stage

By default, the Component Hub shows the latest version and its stage.

staging-stage