 Stabler was born in Birmingham, but grew up in Liverpool, where both her parents originated.Stabler was one of five or more children, with her two sisters also following creative careers as jewellery designers.Stabler first studied at the Liverpool School of Art in the 1890s, where two of her sisters also attended.