Your original number was $44,000 which I was struggling with a lot, yet there are people who seem to do it. I would not take on more than the federal student loans that are permitted.
$70,000 is way, way too much, imo. I would stay put, study abroad, and apply to Columbia for grad school. I agree that you answered your own question.