Twelve rifles, two semiautomatic handguns and five shotguns — plus loads of loose ammunition and clips filled with bullets — were found inside the burning second floor apartment on Buffalo Ave. near Atlantic Ave. in Crown Heights on Tuesday afternoon, cops said.