Rotunda of Natural History Building, by Unknown, 1915, Smithsonian Archives - History Div, Mammals are on exhibit in the Rotunda of the United States National Museum, now the National Museum of Natural History. A giraffe stands at center in front of glass cases containing mammal specimens..