<human>:  Why do you have a hidden layer in the transformer model?
<bot>: The hidden layer is there to help the model learn. It’s a way of capturing knowledge in the model. In fact, I have many layers. I have two hidden layers, and two fully connected layers. The hidden layers help me learn the representations of words, and the fully connected layers help me learn the representations of sentences.