There's code for training and inference that could be open-source. For the weights, I agree that open-source doesn't make sense as a category.
They're really a kind of database. Perhaps a better way to think about it is in terms of "commons". Consider how creative commons licenses are explicit about requirements like attribution, noncommercial, share-alike, etc.; that feels like a useful model for talking about weights.