Cuyler Supplee graduated from high school in Philadelphia, Pennsylvania, and entered and graduated from the University of Pennsylvania, While there, he became interested in theatricals and, after leaving school, became a member of the Orpheum Stock Company, followed by some straight and repertoire stock in Elmira, New York. He entered the movie business in 1925.