Disclosed herein is a non-gastro retentive composition comprising a therapeutically effective amount of methylcobalamin or its pharmaceutically acceptable forms and process for preparing the same, wherein said composition provide sustained blood levels of methylcobalamin for several hours i.e. for 24 hours without having prolonged gastric retention thereby providing the required sustained levels of methylcobalamin even though the composition moves forward form the stomach to the small intestine.