From IvanWiki

A large rat is... a large rat. Well, whatever. A very common creature at early stages in most RPGs.

It is, as you can easily guess, not a powerful enemy, but slightly nastier than jackal or anything very weak. And, while a large rat isn't a major threat, 10 rats from a fountain can possibly be very hazardous.