Download the InfoPath form from the Form Template Library in a Site Collection

1. Open the Form Template Library where the InfoPath form is used and click on List Settings.
2. Click on the InfoPath Content Type.
3. The click on Advanced Settings for that Content Type.
4. Then Click on Edit Template link under Document Template section and then save the InfoPath form.