To interpret the visible broadband luminescence from carbon-related films, we studied stable graphite-like local structures with various sizes.Our calculations of a series of small hexagonal carbon clusters demonstrate that the energy-gap distribution, due to the difference in size, is considerably broad, which may explain the broadband feature of luminescence [1].