The charismatic criminal Dobermann (Vincent Cassel), who got his first gun when he was christened, leads a gang of brutal robbers with his beautiful, deaf girlfriend Nat the Gypsy (Monica Bellucci). After a complex and brutal bank robbery, they are being hunted by the Paris police. The hunt is led by the sadistic cop Christini (Tchéky Karyo), who only has one goal: to catch Dobermann at any cost. He manages to catch gang member Olivier, who is also a tranvestite named Sonia. Christini threatens to kill Olivier's baby if he does not help him to catch the gang. Olivier has no choice and visits a party in a disco where the other gang members celebrate their robbery. He informs Christini with an alarm transmitter that all gang members are here so the police start a raid.