Be responsible, but not by marriage. Discuss with her, and even if abortion is necessary, just be by her side when it happen.

A child is going to be a long term liability in financial term as well as taking care of them. If neither of you are prepared, better call it off than eye sore seeing you guys push him/her around like a ball. Seen it with a relative and sucks...