You will take sorafenib capsules 1-2 times every day beginning on Day 1 of radiation therapy. If you are in the first group on study, you will take the study drug 1 time. If you are in any other groups, you will take the study drug 2 times a day. You will take the study drug without food (1 hour before or 2 hours after eating).