Metformin will be administered continuously, beginning one week before beginning chemotherapy, if possible, but chemotherapy will not be delayed for metformin loading. The other three drugs (paclitaxel, carboplatin, and bevacizumab) will be administered on day 1 of each 21 day cycle.