Bayles Hollow is a valley located in Caldwell County, Kentucky. It appears on the Olney USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 391.01 feet (119.18 m) above sea level. The nearest populated place is Olney, approximately 1.8 miles to the NNE.