In the [TrainingArguments] use output_dir to specify where to save your model, then configure hyperparameters as you see fit.
It is important you do not remove unused columns because this will drop the image column. Without the image column, you
can't create pixel_values. For this reason, set remove_unused_columns to False.
If you wish to share your model by pushing to the Hub, set push_to_hub to True (you must be signed in to Hugging
Face to upload your model).