multi-model endpoints on sagemaker

Question

I know, one can have multiple models on a single endpoint(Multi-Model endpoints). But, can I have these multiple models of different use cases and different datasets from the s3 bucket? because we mention model artifacts while invoking for prediction. can I have?

Answer 1

Yes. You can use unrelated models. The S3 path you pass in the prediction request is the location the model artefact. Check the doc for details:) https://docs.aws.amazon.com/sagemaker/latest/dg/multi-model-endpoints.html for details.