The maxim of packing the same amount for a 2 week trip as for a 2 month trip is certainly true.
I backpacked around the world for a year and my bag was relatively light (avg. 20 pounds) but even that was quite heavy on long hikes. I've since practiced and am now down to about 15 lbs., and I could go lighter, depending on the weather.