Memory problem based crashes and LODs

I have a massive scene with a lot of static geometry. It crashes when I run it on some iOS devices because it hits a hard memory limit (1500mb, I think)

If I set everything to force the LODs too a higher number, does it still load all of the mesh data for the lower LOD numbers?