The present invention pertains to a novel dry granulation method for producing tablet compositions of Metformin as well as a combination thereof with DPP-4 inhibitors. The method involves use of a mixture of MCC&DCPA in specific amounts to bring solution to the problems of conventional processes such as poor compaction, friability and stability.