Tanner Hollow is a valley located in Union County, Tennessee. It appears on the Maynardville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,082.43 feet (329.92 m) above sea level. The nearest populated place is Irwin, approximately 1.6 miles to the NW.