The guns used by the main characters in this film are: Niemans (Jean Reno): Taurus PT 99 Reda (Benoît Magimel): HK P2000 Marie (Camille Natta): Ruger SP 101
In the scene where Reno get hit, there is a close up view on the machine gun feed belt where we can clearly see that it's blank ammunition they are firing on