Considers a class of varing-coefficient model. By keeping the p-th function coefficient remained，expands first p-1 function coefficients at t0 and obtains the approximate form of the partly linear model. Based on the method of semi-parametric regression model, establishes the local least square estimators. Then discusses the laws of iterated logarithm of the proposed estimators under some conditions.