basically you have a sequence here of of C dimensional feature vectors that you then put into your encoder okay so your encoder will now transform this sequence into an equally long sequence yet again of features and the good thing about a transformer because why do you use a transformer the good thing about the transformer is that in such a sequence and I've done videos on transformers it you can basic mainly look at the video attention is all you need if you want to under than this more fully this thing can