What Is The Direction Of Magnetic Dipole Moment?

What Is The Direction Of Magnetic Dipole Moment? The direction of magnetic dipole moment is from south pole to north pole of a bar magnet. Considering the current loop as a tiny magnet, this vector corresponds to the direction from the south to the north pole. Why direction of dipole moment is from negative to