to bail=to leave
to bail on someone=和某人分手
\"bail\" means \"to leave\" or \"to chicken out\" or \"to escape\" or \"decide not to
participate after one has said one would participate\".
It comes from skydiving, where \"bail out\" means \"jump out of a plane\".