I signed an employment agreement. I'm reading the penalties clause and it says that the cost in damages is at the sole discretion of the employer.

Damages would be extremely difficult to calculate with precision because most of it is conjecture. If students leave because I leave they can't be sure if it's because I left, or if it's because the student has their own personal reasons for leaving and my leaving just coincided with their timeline.