How to load the thinc model associated with a trained component ?

[thomasopsomer]

Hello,

I'm wondering how can I load only the model from a trained textcat component ?

Context:
I have trained several textcat classifiers, and I would like to build a custom component that wraps several textcat classifier to implement a custom logic (apply some classifiers after other ones if some conditions are met...).

Thanks :)

[polm]

Main point in the spaCy source to check would be from_disk in TrainablePipe. Basically this is just using the Model.from_disk function in Thinc, though you have to initialize the same model first so the structures are set up correctly.