> There’s a ton of work going on fine tuning
... models provided in weights only form. (mostly!)
I believe the preferred form would be the whole kit and caboodle: the collection and filtering scripts, the data to the extent that it's non-public, the training routine, and the model weights... because sometimes you'll perform changes at any of those stages.