Quartzite is sandstone that has been converted to a solid quartz rock. It formed when silica is subjected to great heat and pressure. The individual silica particles melt and glue together to form quartizite. Solution Quartzite is sandstone that has been converted to a solid quartz rock. It formed when silica is subjected to great heat and pressure. The individual silica particles melt and glue together to form quartizite..