This is part of our commercial offering.

Overview

A model can have one or more versions, each version:

  • Can lock a specific run to track lineage.
  • Can be deployed as an internal app.
  • Can be deployed in production.

Model version create

You can create your model versions using the CLI, API, or the UI.

CLI

polyaxon registry push --name OWNER_NAME/MODEL_NAME[:tag] --description ... --tags tag1,tag2,... -f path/to/polyaxonfile.yaml 

UI

version-create

Model version overview and definition

CLI

polyaxon registry get -ver OWNER_NAME/MODEL_NAME[:tag]

UI

version-overview

Model version admin

CLI

You can override a model version with push:

polyaxon registry push --name ...

Or update specific info:

polyaxon registry update -ver ...

and delete

polyaxon registry delete -ver ...

UI

You can manage a model version using the UI

version-admin

And you can reflect the production-readiness using the stage setting

version-stage