A new and distinct cultivar of Anemone plant named ‘;IFANFB’;, characterized by its upright and relatively compact plant habit; moderately vigorous to vigorous growth habit; early and freely flowering habit; long flowering period; large semi-double flowers that are red purple in color; and good garden performance.