Troubleshooting

The following sections give information about IAM permissions issues that might arise when creating a private model hub, as well as informationa bout how to resolve those issues.

ValidationException when calling the CreateModel operation: Could not access model data

This exception arises when you do not have the appropriate Amazon S3 permissions configured for your Admin role. For more information on the Amazon S3 permissions needed to create a private hub, see Step 3 in Create a private model hub.

Access Denied or Forbidden when calling create()

You are denied access when creating a private hub if you do not have the appropriate permissions to access the Amazon S3 bucket associated with the SageMaker AI Public models hub. For more information on the Amazon S3 permissions needed to create a private hub, see Step 3 in Create a private model hub.