OBJECTIVES: I. Determine the toxicity and response to intensive chemotherapy followed by autologous peripheral blood stem cell transplantation in patients with Hodgkin's disease or non-Hodgkin's lymphoma who have received prior chemotherapy and/or radiotherapy.