How to Generate a Response Using a Transformer

When a user inputs a question or request into Chat GPT, the text is first pre-prepared process by the model. This involves breaking the input down into a bunch of individual words and then converting each word into a numerical representation that can be understood by the neural network. So once the input has been pre-processed, it's fed into the transformer. The response is generated one word at a time with each word being determined by the neuralNetwork's analysis of the previous words in the sequence.