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.


Understanding the model registry

Each model can have multiple versions.


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


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


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