Disclosed is a procedure for deposition of a thin and relatively continuous electroless copper film on the substrate of sub-micron integrated circuit features. The electroless copper film is deposited onto a previously deposited PVD copper film, which may be discontinuous. The continuous film formed by electroless deposition allows for sufficient filling of the sub-micron integrated circuit features by electrodeposition. The electroless bath employed to form the continuous electroless copper film may be composed of a reducing agent, a complexing agent, a source of copper ions, a pH adjuster, and optionally one or more surfactants and/or stabilizers. In one example, the reducing agent contains an aldehyde moiety.