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NextGen experience > Registry > Import model packages into the Registry

Import model packages into the Registry

Availability information

This feature is only available for Self-Managed AI Platform users that require MLOps and AutoML to run in separate environments. The process outlined requires multiple feature preview flags. Contact your DataRobot representative for more information about this configuration.

Feature flags: Contact your DataRobot representative.

Models created with AutoML in DataRobot Classic can be exported as a model package (.mlpkg file). This allows you to import a model package into standalone environments like DataRobot MLOps to make predictions and monitor the model.

To import a .mlpkg file into DataRobot MLOps, add it as a new deployment.

  1. In the Registry, on the Model directory tab, click + Register model (or the button when the registered model or version info panel is open):

    The Register a model panel opens to the External model tab.

  2. In the Register a model panel, click Upload package.

  3. Drag a .mlpkg file into the upload box, or click Choose file and select a file from your filesystem.

    The model package is uploaded and extracted.

  4. When this process completes, DataRobot adds your model package to the Model directory tab, complete with the metadata for your model.

Updated October 10, 2024