When you have a pre-trained model that just completes text, you have to do those sort of imaginative things. Because if you don't do these things, there is a lot of like not useful ways to complete documents. If you give it instructions, it won't follow the instructions. It will just continue writing more instructions. So in order to prevent this unintuitive behavior, they fine tune the model.

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