There are some subtleties to deployment. If you trained a model with say sklearn version X and the component serving requests deserializes it but it’s using skl

There are some subtleties to deployment. If you trained a model with say sklearn version X and the component serving requests deserializes it but it’s using sklearn version Y then things can break badly.