They gradually get bigger. Takes about a month or so for them to start laying "full size" eggs, but they really never seem stop getting bigger it just slows down considerably by about 3 months. My oldest hens usually lay the biggest eggs though.
Also some breeds just lay bigger eggs than others (Buff Orpingtons and Leghorns come to mind)