It's not hard to go light and stay warm. My sleeping bag and shelter for winter camping weigh only about 10lbs and nearly 8 of that is the sleeping bag at the core of the system.
How do you like the Assault Outfitter 4 Tent? I tried buying one last year but the Eureka store that sells factory refurbs wouldn't ship to Canada.