A pharmaceutical composition for treating non-alcoholic fatty liver diseases. The pharmaceutical composition is prepared from 8.75-60 parts by weight of silybin, 15-65 parts by weight of phospholipid, 25-150 parts by weight of a Pu'er tea extract, and 10.425-60 parts by weight of L-carnitine.