You can take a look at the contributed notebooks here: https://github.com/huggingface/transformers/tree/master/notebooks#community-notebooks 15
For instance this one is about finetuning (and using) T5 for summarization: https://github.com/abhimishra91/transformers-tutorials/blob/master/transformers_summarization_wandb.ipynb 14