[fagerhult]

Great questions! At the moment we recommend passing dataset URIs as params to replicate.init(): https://replicate.ai/docs/guides/training-data, but of course this assumes immutable and stable URIs.

DVC would definitely be a good fit, and we have a ticket on our roadmap to integrate Replicate with DVC, Tecton, etc. https://github.com/replicate/replicate/issues/294

We also have a roadmap ticket for grouping experiments: https://github.com/replicate/replicate/issues/297, but for now we're recommending params for tags as well.

If you have ideas for the design of these features, we really appreciate feedback and comments on these Github issues!