Cherryville Township is a township in northwestern Gaston County, North Carolina, United States. As of the 2010 census it had a population of 16,500. It includes the incorporated city of Cherryville, the inactive incorporated town of Dellview, the unincorporated community of Tryon, and a portion of the town of High Shoals (most of which is in Dallas Township).