This is incredible @AlexIoannides and very timely. Thanks for sharing!
In relation to this, we started thinking about better API for saving and loading modules, would be curious to get your thoughts on this: Improve workflow around saving and loading fitted models · Issue #4687 · pymc-devs/pymc3 · GitHub