Patients receive oral sorafenib twice daily on days -14 to 28 in course 1 and on days 1-28 in all subsequent courses. Patients also receive 17-AAG IV over 3 hours on days 1, 8, and 15. Courses repeat every 28 days in the absence of disease progression or unacceptable toxicity.