A method of forming metal carbide barrier layers for fluorocarbon films in semiconductor devices is described. The method includes depositing a fluorocarbon film on a substrate and depositing a metal-containing layer on the fluorocarbon film at a first temperature, where the metal-containing layer reacts with the fluorocarbon film to form a metal fluoride layer at an interface between the metal-containing layer and the fluorocarbon film. The method further includes heat-treating the metal-containing layer at a second temperature that is greater than the first temperature, wherein the heat-treating the metal-containing layer removes fluorine from the metal fluoride layer by diffusion through the metal-containing layer and forms a metal carbide barrier layer at the interface between the metal-containing layer and the fluorocarbon film, and wherein the metal-containing layer survives the heat-treating at the second temperature without blistering or pealing.