The present invention relates to a composition for preventing, improving, or treating diabetes mellitus, and more specifically, relates to pharmaceutical, food, and feed compositions comprising gypenoside 75 or a pharmaceutically acceptable salt thereof. Additionally, the present invention relates to a method for preventing or treating diabetes mellitus using the composition.