OBJECTIVES: I. Determine which dose of thalidomide (200 mg vs 400 mg) combined with prednisone is the optimally tolerated dose when used as maintenance therapy following autologous stem cell transplantation in patients with multiple myeloma. II. Compare the response rate in patients treated with these regimens. III. Compare the progression-free and overall survival in patients treated with these regimens.