In a process for converting aqueous fluosilicic acid to anhydrous hydrogen fluoride and finely divided silica comprising pyrolyzing aqueous fluosilicic acid to form finely divided silica and a dilute aqueous solution of hydrogen fluoride and fluosilicic acid and thereafter distilling out hydrogen fluoride, the improvement which comprises subjecting the dilute solution to electrodialysis, thereby obtaining a hydrogen fluoride concentration greater than that which characterizes the boiling point ridge which divides the phase diagram of the system hydrogen fluoride/fluosilicic acid/water into two regions, and recovering anhydrous hydrogen fluoride from the resulting composition by distillation.