Yes most students leave, but I stayed on campus 2 of the 4 fall breaks and had a great time. You end up meeting random people that you probably wouldn't know otherwise cause so many people leave. If you have a reason to stay (financial or otherwise), fall break can be a lot of fun, so don't worry about it. You can use the opportunity to explore atlanta, go shopping, etc. etc.