An object of the present invention is to apply an insulating film of cure and high quality that is suitably applicable as gate insulating film and protective film to a technique that the insulating film is formed on the glass substrate under a temperature of strain point or lower, and to a semiconductor device realizing high efficiency and high reliability by using it. In a semiconductor device of the present invention, a gate insulating film of a field effect type transistor with channel length of from 0.35 to 2.5 μm in which a silicon nitride film is formed over a crystalline semiconductor film through a silicon oxide film, wherein the silicon nitride film contains hydrogen with the concentration of 1×1021/cm3 or less and has characteristic of an etching rate of 10 nm/min or less with respect to mixed solution containing an ammonium hydrogen fluoride (NH4HF2) of 7.13% and an ammonium fluoride (NH4F) of 15.4%.