In early July 1944, as the Red Army approached Lithuania, Misiūnas started organizing men near Musninkai to fight against the Soviets. By the end of the month, his group had up to 200 fighters. In August 1944, it became known as the Didžioji Kova (Great Fight) detachment. It was a mobile unit frequently changing its locations.