Do not be worry on how others might label you as job hopper or "weak" if you quit early. At the end of the day, its your choice. Once you leave, you probably wont se them ever again. Jus be polite when leaving the company. Try to do work as usual till the final week of your stay then finish up any administrative stuff with HR such as returning work laptops and pass etc.