The goal of this clinical research study is to find the highest tolerable dose of Avastin™ that can be given in combination with 4 other study drug/drug combinations. It will be given with sunitinib, with sorafenib, with a combination of erlotinib and cetuximab, and with a combination of trastuzumab and lapatinib. The safety and effectiveness of these drug combinations will also be studied.