The penalty for the late filing of a lease agreement template varies depending on the laws of the state or country in which the agreement is being filed. In some states, there may be no penalty, while in other states, there may be a fine imposed on the party who failed to file the agreement on time. It is best to check with local laws to determine the specific penalty for late filing.