AWS SageMaker Model as endpoint size limit
It doesn't seem that it is about the size of the model. I am no SageMaker expert, but the error message suggests that the model was deployed, but that something went wrong when the health check was run.

This could be caused by many different things, but the most probable would be that there is a bug in the code. Please check the following:


Can the model be loaded properly?
Can the model make a prediction?
Can the model make multiple predictions?