Adrien Brody lost fourteen kilograms to play "Wladyslaw Szpilman" in The Pianist. It was worth it though— he won an Oscar for his performance.
Beyonce played singer "Deena Jones" in the film Dreamgirls. She lost six kilos to be able to play the role.