I don't think this tool can encompass everything you need in managing ML models and data sets, even if you limit it to versioning data.

I'd need such a tool to manage features, checkpoints and labels. This doesn't do any of that. Nor does it really handle merging multiple versions of data.

And I'd really like the code to be handled separately from the data. Git is not the place to do this. Because the choice of picking pairs of code and data should happen at a higher level, and be tracked along with the results - that's not going in a repo - MLFlow or Tensorboard handles it better.