Are caffeine pills effective for weight loss?

I want to lose weight, and I go to the gym at least three times a week, but my appetite is so huge I find myself always hungry. I'm not making the progress I want because I'm always munching away. Should I try caffeine pills? I don't plan on taking more than one maybe like twice a week in the mornings. Thoughts?