Cherryville is an unincorporated community located within Franklin Township, in Hunterdon County, in the U.S. state of New Jersey.

A tavern was built in Cherryville in 1736.

[3] A Baptist church was founded in Cherryville in 1849.

[3] By 1882, Cherryville had a post office, and was described as being in "a superior farming district".

This Hunterdon County, New Jersey state location article is a stub.