Firefox is just awful. Several gigabytes of RAM for a glorified help file viewer? Really? Firefox has become the same kind of horrible bloatware that Mozilla and Netscape had become, and that Firefox originally set out to avoid. Just dump it.
Firefox may be a memory hog, but is seems to run just fine on my 6 year old little Mac mini.