Scared of commitment?

I've been on and off with this guy for 2 years. He's 25 and has never been in a serious relationship?? The sex is greattttttt and I'm falling for him but I see no effort in him committing. Should I give him and ultimatum or just leave him alone. By the way he is so sexy