Farmerville is a town located in Union Parish, Louisiana. Farmerville has a 2026 population of 3,375. Farmerville is currently declining at a rate of -0.35% annually and its population has decreased by -2.29% since the most recent census, which recorded a population of 3,454 in 2020.