Share model group in Studio - Amazon SageMaker AI

Share model group in Studio

You can share your model groups with other AWS principals (AWS accounts or AWS Organizations) using the Studio UI. This streamlined sharing process enables cross-team collaboration, promotes best practices, and facilitates model reuse across your teams. The following will provide instructions on how to share model groups in Studio.

This feature is not available in Amazon SageMaker Studio Classic.

To share model groups you will first need to make sure that you have the following permission added to the execution role you a sharing the resources from.

  1. Get your execution role.

  2. Update role permissions with the following:

    {
    "Version": "2012-10-17",
    "Statement": [
        {
            "Effect": "Allow",
            "Action": [
                "ram:ListPermissions",
                "ram:GetPermission",
                "ram:GetResourceShareAssociations",
                "ram:ListResourceSharePermissions",
                "ram:DeleteResourceShare",
                "ram:GetResourceShareInvitations",
                "ram:AcceptResourceShareInvitation"
            ],
            "Resource": "*"
        }
    ]
}

The following provides instructions on how to share a model group with other AWS principals.

To share a model group with other AWS principals

  1. Open the Studio console by following the instructions in Launch Amazon SageMaker Studio.

  2. Choose Models from the left navigation pane.

  3. Choose the Registered models tab, if not selected already.

  4. Immediately below the Registered models tab label, choose Model Groups, if not selected already.

  5. Select a registered model.

  6. At the top right corner, choose Share. This will open the Share model group section.

    If you see an error message at the bottom of the screen, you will need add the appropriate permissions to your execution role. See the above permissions for more information.

  7. Under Resource shares, choose a resource share to update or create a new resource share.

  8. Under Managed permission, choose a managed permission to control the level of access for your model.

    The viewable options include permissions that have already been created for you or your custom made permissions in AWS RAM. See Creating and using customer managed permissions in the AWS Resource Access Manager User Guide.

  9. Under AWS principals, input the AWS Organizations ARN or AWS account IDs you wish to share to and then choose Add. You can add multiple AWS principals this way.

  10. When the minimum requirements are satisfied, the Share button becomes accessible. Once you have verified your settings, choose Share.

    A successful share will result in a green banner message at the bottom of the screen.