Technical cannabis is a very promising material, which, thanks to its good mechanical and thermal-technical properties coming to the fore of interest in the production of building elements. The big advantage is especially fast recoverability and yield of hemp shives. This paper deals with the use of industrial hemp shives as a replacement of component of the cement plates filler.