we are we were limited to one hour of training so if something doesn't work change your approach we were so sad to throw dancing that water that took us so much time to eat to make but we have no choice but dropping that model and come up continue so we tried different models that were pretty fast to train and we used to neural networks and one rich model so one model one neural networks used embeddings of the the words as as input and another model just were used to the one hot encoding as input so we have a sparse