PURPOSE: Phase I/II trial to study the effectiveness of high-dose combination chemotherapy followed by peripheral stem cell transplantation or autologous bone marrow transplantation in women with stage II breast cancer with eight or more positive axillary lymph nodes and in women with stage III or metastatic breast cancer.