AIR applications are 32 bit, there is no native 64 bit support at this time. I'd recommend looking into aggressively reducing your memory footprint. If 64bit support is important to you, please take a moment and vote for the following feature requests:
Thanks for the quick reply Chris. I am looking into options right now but in the meantime I have visited your two links and cast my vote.