After trying a lot with FF and finally giving up hope because of the memory issue, I am finally settled with K-Meleon. It is based on same mozilla engine, and is damn stable. You can try K-Meleon CCF version, it's beautiful, with adblock and mouse gesture, + the screenspace is more.