MLEM now offers deployment to Kubernetes and Sagemaker with a single command.
If you already have your models/data saved, but want to use them as MLEM
Objects, you can use
mlem import command or
They will try to load the path you provided and analyze the object saved there.
Importing is more limited than
mlem.api.save(). This is because MLEM does not
have a live Python object to analyze and tries to recreate it, which may fail.
You can see list of available import implementations here.