Even if you owe money from student loans taken out while you were an undergraduate student, you are still eligible for federal student aid as a graduate student. Only you can decide whether it makes sense to take on more debt, but whatever program you decide on, do your research to make sure you'll earn enough money after grad school to pay down the undergrad and grad school debt.