It's a good question. I have used the chat model (-f) in the initial test, because it can follow instructions.

For the fine-tuning and the actual processing I have used the base non-chat model because SageMaker doesn't yet support fine-tuning of the chat models.

And for the screenshots I used a simple python script based of difflib.SequenceMatcher.