A　scheme　is　proposed　to　deterministically　generate　a　two　atoms　entangled　state　and　a　multiple　atoms　W　state　in　two　coupled　cavities　by　one　step.　In　the　scheme,　the　populations　of　cavities　and　atoms　excited　are　negligible　under　certain　conditions　with　an　adiabatic　passage　along　a　dark　state.　Furthermore,　the　interaction　time　needs　not　to　be　controlled　exactly　and　keeps　unchanged　with　the　increasing　of　the　number　of　qubits.　In　consideration　that　only　one　of　the　atoms　needs　to　be　operated,　the　realization　in　experiment　can　be　relatively　easier.