This trial will treat patients with advanced (metastatic) cancer with a new chemotherapeutic agent that may be more readily tolerated than some standard therapies. Patients will be given the new chemotherapeutic medicine once a week, by intravenous route, for three weeks, followed by a rest week. Treatment will be repeated in four week cycles if the patient improves on the therapy, and if there are no adverse events that require withdrawal of medication.