My Gawd, if you are that worried about it and she is just your GF, then what happens if you get married? It's your money, do what you want and can afford, that's what I say. Let her worry about her money.
If it really bothers you significantly, then you may be in the wrong hobby, because it is going to get expensive if you stay in.