A controlled release pharmaceutical compositions comprising Milnacipran or pharmaceutically acceptable salts there—of is provided. The pharmaceutical composition comprises an immediate release core comprising Milnacipran or pharmaceutically acceptable salts thereof, pharmaceutically acceptable excipients and a coating on the immediate release core comprising rate controlling agents.