An effective process for the preparation of crystalline olanzapine form II by using an organic solvent selected from nitro alkane, chlorinated hydrocarbons and alkyl carbonates or mixture thereof, in presence of a base, heating the mixture, optionally adding a second organic solvent and cooling to obtain crystalline olanzapine form II of desired purity.