Husband Commited Zina Throughout
This is your decision to make. Breaking the marriage bond will affect you and your kids. If he is fulfilling his duties as a father and husband, and willing to leave his wrong activities you can give him a chance. Human do wrong things and then they repent and correct themselves. They should be given chances. Also find if there is some dissatisfaction at home whine led him there or not.