I agree with anomander; I am also a landlord and would do the same (and would sue in small claims court if the amount was small). Don’t just not show up; be proactive and line up a replacement occupant for the housing if necessary.
Surely you have a lawyer friend who will take a quick look at the contract and tell you how to get out of it (or how to minimize the damage incurred in not performing).