We are trying to create a Serverless Endpoint at AWS for the Segment Anything (SAM) model. We pulled its image from Docker Hub (Docker) which is of size 9 GB. AWS Serverless has a maximum RAM size limit of 6 GB. The endpoint RAM size (6 gb) should not be less than model’s size (9 gb).
Is there a way to create an Endpoint for this model?
Since model size is greater, which necessary files should be downloaded from the Docker image so we can create an endpoint with same functionalities?