Will a GPU make training faster?

Here's a thread on this topic, including example scripts. Version 1.3.0 of Prodigy, which we've just released includes a new ner.gold-to-spacy converter recipe that exports training data in spaCy's formats (either the "simple training style" or BILUO scheme annotations). You can also check out the source of that recipe for inspiration, and write your own conversion script.