everywhere they remove the need for kind of having these tests specific modules on top and so this was another like incredibly strong step so you know that was Bert I guess there's one more point to make which is because it's predicting these masking tokens it's only predicting like you know you have to set that mass percentage and by default it's often said to like 15 percent so you should understand that like your left/right model it actually predicts a lot more words because it'll predict the full sequence within a single fordpass