This food holiday celebrates a chocolate sponge cake with a rich cherry filling known as Schwarzwälder Kirschtorte, or Black Forest cherry torte, in German. Believed to have originated late in. the 16th century in the Black Forest region (Der Schwarzwald) of Germany known for its sour cherries and cherry brandy, Kirsch.