I'm used to working with makefiles, but also I don't have a choice to write this file to disk because the model downstream loads a model in order to train

Hi @Caleb Moses - my personal preference when working with file outputs is to return a reference to the file location instead of the file itself. This allows you to more easily recover from failure and keeps your Prefect caches smaller and more manageable (if you’re using them)