Leib was born in 1912. Leib's father was Abram and his mother was Unnamed. His paternal grandparents were Dawid and Frajda SZEPS. He had a brother and five sisters, and also a sibling of unknown gender, named Mirl, Motek, Feia, Dora, Esta, Rachel and Sala. He was the youngest of the eight children.