This phase I trial studies the side effects and best dose of SJG-136 in treating patients with solid tumors that are metastatic or cannot be removed by surgery. Drugs used in chemotherapy work in different ways to stop the growth of tumor cells, either by killing the cells or by stopping them from dividing.