Cohorts of 3-6 patients receive escalating doses of gemcitabine hydrochloride and alvocidib until the maximum tolerated dose (MTD) is determined. The MTD is defined as the dose preceding that at which 2 of 3 or 2 of 6 patients experience dose-limiting toxicity. Once the MTD is determined, up to 10 additional patients receive treatment at that dose.