Gallium arsenide layers grown by molecular beam epitaxy on (100) Si substrates, subjected to various types of annealing, exhibit a substantial reduction in dislocation density near the interface and in the bulk of the epitaxial layer. Different kinds of annealing are examined, ex-situ annealing which is done in a furnace after the growth and in-situ annealing which is done during the growth.