To evaluate a dose intensive chemotherapy regimen for the treatment of locally advanced and metastatic breast cancer using granulocyte-macrophage colony-stimulating factor (GM-CSF) to ameliorate chemotherapy-induced toxicity. Combination chemotherapy consists of Flurouricil, Leucovorin, Adriamycin, and Cytoxan (FLAC) which will be given every 21 days for 10 cycles. This protocol will replace the phase I study of this regimen (MB-232/88-C-0207) which found the MTD of this regimen to be at the first dose level. This is a phase II study to determine response rates of this regimen in advanced breast cancer.