Hi, thanks for playing the game this much! Anyways, they drop from a Divine Being (50% if i recall) that rarely spawns in place of a stag. Your best chance is to load the first raid with the stag near spawn and hope its the Divine Being. Soul antlers can also very rarely drop from supply chests.