A filling system for a machine used, in a tobacco industry for filling trays with rod-shaped articles that are dispensed from a dispenser, the filling system comprising a filling unit comprising rotary rollers for facilitating the passing or traversing of the rod-shaped articles from the dispenser to the tray below the filling system and a blocking unit for blocking passing or traversing of the rod-shaped articles from the dispenser to the tray. In an embodiment, the blocking unit may comprise pressing elements movable in a direction of axes of the rotary rollers between a blocked position, in which the pressing elements are located at a first distance, not greater than a length of the rod-shaped articles, from a back wall of the dispenser and an unblocked position, in which the pressing elements are located at a second distance, greater than the length of the rod-shaped articles, from the back wall of the dispenser.