In this talk we discuss large N limits of a coupled system of N interactingΦ^4 equations posed over T^d for d = 1,2,3, known as the O(N) linear sigma model. Uniform in N bounds on the dynamics are established, allowing us to show convergence to a mean-field singular SPDE, also proved to be globally well-posed. Moreover, we show tightness of the invariant measures in the large N limit. For large enough mass, they converge to the (massive) Gaussian free field, the unique invariant measure of the mean-field dynamics, at a rate of order 1=N with respect to the Wasserstein distance. We also consider fluctuations and obtain tightness results for certain O(N) invariant observables, along with an exact description of the limiting correlations in d = 1, 2. This talk is based on joint work with Hao Shen, Scott Smith and Xiangchan Zhu.