We present a {\em linear realizability} technique for building {\em Partial Equivalence Relations (PER)} categories over {\em Linear Combinatory Algebras}. These PER categories turn out to be {\em linear categories} and to form an {\em adjoint model} with their {\em co-Kleisli categories}. We show that a special linear combinatory algebra of {\em partial involutions}, arising from {\em Geometry of Interaction} constructions, gives rise to a {\em fully} and {\em.faithfully complete} model for {\em ML polymorphic types} of system F. \\ {\bf Keywords:} ML-polymorphic types, linear logic, PER models, Geometry of Interaction, full completeness.