So far our models remain fairly stable in the ~weeks timeframe. If we needed to train daily or similar I would invest time in something other than a notebook. But, right now, it's easier to have the training steps documented in the notebook that does the actual training than to build a separate system and document it.

Not claiming it's a good way of doing this, but just how it is right now.