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Amazon SageMaker Model Monitor currently supports only endpoints that host a single model and does not support monitoring multi-model endpoints. For information on using multi-model endpoints, see Host Multiple Models with Multi-Model Endpoints . https://docs.aws.amazon.com/sagemaker/latest/dg/model-monitor.html