OBJECTIVES: I. Determine the maximum tolerated dose of high dose melphalan with autologous peripheral blood stem cell support and amifostine cytoprotection in patients with cancer. II. Determine the complete response rate, event free survival, overall survival, and nonrelapse mortality in this patient population.