Me and my baby's father not speaking

Ok so at this point I need advice, im 20 years old and im pregnant with my first baby. In the beginning of my pregnancy before we knew I was even pregnant we had our first big fight an broke up for a couple weeks...within those few weeks I found out I was 9 weeks pregnant im 31dw 2d ..I told him an he took it ok but we are both only 20 so im not sure how he really felt he said he was excited though...a few months pass an we break up again because he was cheating an weren't really seeing each other very often ...I forgave him but it seems to be a continuous cycle ...but only since I've been pregnant...and now we're at the point where he won't even speak to me anymore...I mean I know im moody but I really can't help it and its not like im just always mad but we aren't living together right now ....its just hard...sometimes he says hurtful things and I take it really hard....idk if I should just move on or what....I do love him but we don't even communicate anymore