Take I-81 to exit 162 / Buchanan and go north on US 11 into Buchanan. Turn right on US 43. At intersection with the Blue Ridge Parkway, turn left and go north to parking lot on right side at mile post 83.5.
You can also click on on the map to get Google directions to the trailhead.