Sword made from... Quartz?
quartz is actually harder than steel (which meas you can scratch steel with quartz but not vice versa), but it is very brittle: a quartz sword would break very easily. Concerning weigth: with the same dimensions (lenght, width, thickness) it would be lighter than a steel sword, since the density of steel is roughly 3 times this of quartz.