View Model Groups and Versions - Amazon SageMaker AI
View a List of Model Versions in a Group

View Model Groups and Versions

Model Groups and versions help you organize your models. You can view a list of the model versions in a Model Group by using either the AWS SDK for Python (Boto3) (Boto3) or the Amazon SageMaker Studio console.

View a List of Model Versions in a Group

You can view all of the model versions that are associated with a Model Group. If a Model Group represents all models that you train to address a specific ML problem, you can view all of those related models.

View a List of Model Versions in a Group (Boto3)

To view model versions associated with a Model Group by using Boto3, call the list_model_packages API operation, and pass the name of the Model Group as the value of the ModelPackageGroupName parameter. The following code lists the model versions associated with the Model Group you created in Create a Model Group (Boto3).

sm_client.list_model_packages(ModelPackageGroupName=model_package_group_name)

View a List of Model Versions in a Group (Studio or Studio Classic)

To view a list of the model versions in a Model Group in the Amazon SageMaker Studio console, complete the following steps based on whether you use Studio or Studio Classic.

Studio

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

  2. In the left navigation pane, choose Models from the menu.

  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. From the model groups list, choose the angle bracket to the left of the model group you want to view.

  6. A list of the model versions in the model group appears.

  7. (Optional) Choose View all, if shown, to view additional model versions.

Studio Classic

  1. Sign in to Amazon SageMaker Studio Classic. For more information, see Launch Amazon SageMaker Studio Classic.

  2. In the left navigation pane, choose the Home icon ( Black square icon representing a placeholder or empty image. ).

  3. Choose Models, and then Model registry.

  4. From the model groups list, select the name of the Model Group you want to view.

  5. A new tab appears with a list of the model versions in the Model Group.