In this paper we model the interest rates of the R091 in Shanghai Security Exchange and find that there shows great mean reversion in the studying period and the velocity of the mean reversion is slow. Of the three models we considered, the model with the GARCH effect and level effect is the best. The ability of forecasting is strong not only in the sample test but also outside of the sample test.