The stability of the solutions of a certain class of non-linear systems is considered in the first approximation. The method of Lyapunov functions is used to obtain the sufficient conditions for stability with respect to all the variables and asymptotic stability with respect to part of the variables in the case when the first-approximation system is essentially non-linear.