  In this short paper, we obtain non-asymptotic concentration results for
magnetization of the Curie-Weiss model at subcritical temperatures, which leads
to a diffusion limit theorem of the scaled and centered magnetization driven by
a Metropolis-Hasting algorithm. These results are complementary to results at
supercritical and critical temperatures in Bierkens et al (2017).
