Question: is 12 units too little?
Answer: Being full-time may or may not matter, but sometimes it impacts how much you get charged and it may impact financial aid if you receive that. Taking only 12 credits per semester might allow you to put more effort and focus into the classes you are taking which would be a big advantage, if you take advantage of it.