A pharmaceutical composition in the form of tablets constitutes an orally administered, controlled drug delivery system that will provide increased retention time of the device in the stomach over conventional dosage forms and release metformin or its pharmaceutically acceptable salt in a controllable manner, and further that is easy and inexpensive to manufacture.