This phase I trial studies the side effects and best dose of sirolimus and gold sodium thiomalate when given together in treating patients with advanced squamous non-small cell lung cancer (NSCLC). Sirolimus and gold sodium thiomalate may stop the growth of tumor cells by blocking some of the enzymes needed for cell growth