We consider a generalization of leading-order matching of coherent state actions for semiclassical states on the super Yang-Mills and superstring sides of the AdS/CFT duality to sectors with fermions. In particular, we discuss the SU (1|1) and SU (2|3) sectors containing states with angular momentum J in S 5 and spin in AdS 5 . On the SYM side, we start with the dilatation operator in the SU (2|3) sector having super spin chain Hamiltonian interpretation and derive the corresponding coherent state action which is quartic in fermions. This action has essentially the same "Landau-Lifshitz" form as the action in the bosonic SU (3) sector with the target space CP 2 replaced by the projective superspace CP 2|2 . We also discuss the complete P SU (2, 2|4) one-loop SYM spin chain coherent state sigma model action. We then attempt to relate it to the corresponding truncation of the full AdS 5 ×S 5 superstring action written in a light-cone gauge where it has simple quartic fermionic structure. In particular, we find that part of the superstring action describing SU (1|1) sector reduces to an action of a massive 2d relativistic fermion, with the expansion in the effective couplingλ = λ J 2 being equivalent to a non-relativistic expansion. *