and that's how they then get a class label so if this is whatever let's say this is this just gives you here a hidden vector of 512 dimensions 512 and you have three labels to output here 1 2 3 you simply need a a matrix that's 512 by 3 of size and these are the these are the weights that you would then have to train in addition the vert subvert is pre trained and you have to simply only now learn these weights of course they also kind of fine-tune the entire vertol but that's really fine-tuning the only thing you have to learn from scratch is