and also removing the mean from the target before the training was quite help second competition this was a solo competition I did just for fun because I was waiting for the zero results so here we have just one Peter which is you have a question and you should predict if the question sensor or instance so this is an NLP problem I started training from scratch I have a baseline score [Music] sorry little when I and you cannot question so training from scotch give your baseline it's obvious that it's not gonna work because the data set