Gilmer County was part of the original Cherokee County, then divided to form Fannin, Dawson and Pickens counties. It is named for George Rockingham Gilmer, a state legislator, member of Congress and twice governor of Georgia. The county seat, Ellijay, grew on the site of a Cherokee village of the same name meaning "green earth."