I also agree with above advice..

Leaving is hell on anyone but you and your children deserve better and the what I consider physical abuse to the kids is unacceptable.

Leave or make him leave.

Meanwhile find a therapist for yourself and they can help guide you to find services that can be helpful and try to determine what is going to be best for you and the kids.

I'm sorry your in this situation. Welcome to PC