Reach up to the skies or dig deep below, expand your base vertically... If you're into that kind of thing. Original by Simcra.
With alien biomes mod it will generate the biomes without stone
i have this mod too but when i disabled it, i entered a cavern and it briefly generated some walkable ground then all but a few squares around the ladder disappeared leaving me stuck. placing landfill around me did nothing.