The common preparation methods of L10-FePt nanoparticles have been reviewed. The development of typical experiment synthesis methods of the nanoparticles for reducing the phase transition temperature has been summarized. Additionally, the latest research progress in structure, magnetic property and self-assembly of L10-FePt nanoparticles has been discussed.