Bust the load and hit the road

A man getting a woman pregnant and then leaving before the baby is born.

Usually happens in small towns such as Banbury where it is seen as unusual for the father to raise his child as he still needs to get his GCSEs

I like this girl but she wants to marry me

Mate just bust the load and hit the road