OBJECTIVES: I. Determine the response rate, failure-free survival, and overall survival of interleukin-2 and interferon alpha administered subcutaneously on an outpatient basis for 8 weeks to patients with metastatic cancer. II. Determine the toxicities associated with this therapy.