MLEM now offers deployment to Kubernetes and Sagemaker with a single command.
class CallableModelType
MlemABC parent type: model_type
MlemABC type: callable
ModelType implementation for arbitrary callablesFields:
io: ModelIO (required) - Model IOclass PickleModelIO
MlemABC parent type: model_io
MlemABC type: pickle
ModelIO for pickle-able models
When model is dumped, recursively checks objects if they can be dumped
with ModelIO instead of pickling
So, if you use function that internally calls tensorflow model, this
tensorflow model will be dumped with
tensorflow code and not pickledNo fields