And then I think this is maybe a chat ML format. the answer will start after I am start assistant. So this allows the training loop to check within your prompt. It will check for where this start of the assistance answer is, and then it will only look at the loss after that point. After this, there are some standard parameters like setting the training batch size, the validation batch size, the gradient accumulation, whether you want to run a validation set or not.