OBJECTIVES: I. Evaluate the effects of total marrow irradiation and busulfan followed by allogeneic peripheral blood stem cell or marrow transplantation on the outcomes of treatment related mortality, response, relapse, survival, and event free survival for patients with advanced multiple myeloma.