en_core_web_trf v3.1.0 model is officially only compatible with
spacy-transformers>=1.0.3,<1.1.0. v1.0.3 is the
spacy-transformers version it was trained and tested with.
That said, we tried to make things as backwards compatible as possible and you should be able to load
en_core_web_trf v3.1.0 with
>=1.1.2 for windows). You'll see a warning each time it's loaded, but it should still load and run normally. (If it doesn't, let us know!)
If you want to avoid the warning, you'd have to uninstall
en_core_web_trf and load this model from a new path or package instead.
nlp.to_disk() will save the converted model in the v1.1 format.