Consuming small amounts of cadmium is not considered to be harmful to human health. However, long-term exposure to high levels of cadmium can be toxic and may lead to various health problems. The level of cadmium in cacao beans is generally considered to be low, and consuming chocolate made from cacao beans is not likely to result in harmful exposure to cadmium..