Should i stay or should i go?

You definently should, your life is at risk and someone wants to lend you a hand, while your parents don't want you and har them. You won't live long if you stay with your parents. They aren't good for your health. Go with you girlfriend, your parents will want you back later, give it time. Bst to move out.