Some leaves will yellow and drop off the tree normally, as they age.
If the issue is more severe, you will need to investigate a bit further.
Are there any marks, spots, color changes on the leaves?
Any cracks, markings, soft spots on the branches or trunk?
Any signs of insects?
Here is a link that has information on the most common diseases of Peach Trees.