and then for each output for each output for the output of each token remember there's as many outputs as there's inputs because the transformer will always transform to the same length of sequence for each token in the output we classify it is this token the start token and or is this token the end token or is this token none of all now what they do effectively is that here each each one outputs each one is a vector and they as we said at the beginning of finding out which ones the subject now here we have two queries namely query