You have signed the contract and that is already valid (have you issued checks?). Is there is any provision within your signed contract stipulating that you have to pay "xxx" if you vacate/cancel the contract?...if there is none, you can cancel it with no obligation to the first party, if there is a provision, then you are obliged to pay that "xxx" before you can cancel the contract.