What are the best practices for fine-tuning a Transformer model with custom data

Question

Suppose you have the task of developing a language model to generate creative writing prompts. You also have a large dataset of existing writing prompts and want to fine-tune a pre-trained transformer model, such as GPT-3 or GPT-4, on this dataset.