This trial combines trastuzumab and bevacizumab monoclonal antibodies, with ABI-007 and carboplatin, as neoadjuvant therapy in previously untreated locally advanced breast cancers demonstrating HER2 gene amplification. It is hoped that this novel combination will result in increased pathologic response rates that will translate into long term outcome improvements in HER2 positive patients with locally advanced breast cancer.