I get the feeling that these races (human) were seeded for the xenomorphs for some reason. Probably as a way to push their evolution beyond where it was currently at. They merge with the humans then they get different variations.
I don't know. Just trying to feel out what the movie was really trying to say. But a weapons depot doesn't make a lot of sense.