DPF (Diesel Particulate Filter) delete refers to the removal of the diesel particulate filter from a diesel engine's exhaust system. The DPF is designed to trap soot and other particulate matter produced during combustion, thus reducing emissions. However, some drivers choose to remove it to improve engine performance and fuel efficiency.