Eating heavy processed food would be hard on your stomach, so I would stick to light foods, which might not be what's on the menu if it's a birthday. You might get a stomach ache, but I don't think it would cause you to gain all your weight back, you will probably gain only water weight back, and it will come off once you start fasting again.