An epoch is one pass through all training data. A step is one gradient update.
With examples and batch size , one epoch = steps.
For fine-tuning:
- Small datasets ( examples): - epochs
- Medium datasets ( examples): - epochs
- Large datasets (+ examples): Often epoch or less
Watch validation loss to know when to stop.