I had to deal with this growing up and I wouldn't recommend it for your kids' sake. The daily arguments, the hate between the two and the inevitable affair made my teenage years fucking awful. If you can fix it with counseling or something, try everything you can. If not, get out and make sure your kids know you love them everyday.