The incident happened in Moltshanovo, about 200 kilometres from Tomsk, southwestern Siberia.
"Seven bodies have been found: three women, two men and two children. Another child died in hospital," Russia's Investigative Committee said in a statement. The cause of the blaze was not immediately known.