 Whitefish Township occupies the northwest corner of Chippewa County on the Upper Peninsula of Michigan.It is bordered to the east by Whitefish Bay on Lake Superior and to the north, beyond Whitefish Point, by Lake Superior proper.The township's western border is the Chippewa County/Luce County line.