Roughly speaking, an ALF metric of real dimension $4n$ should be a metric such that its asymptotic cone is $4n-1$ dimensional, the volume growth of this metric is of order $4n-1$ and its sectional curvature tends to 0 at infinity. In this paper, I will first show that the Taub-NUT deformation of a hyperk\"ahler cone with respect to a locally free $\mathbb{S}^1-$symmetry is ALF hyperk\"ahler. Modelled on this metric at infinity, I will show the existence of ALF Calabi-Yau metric on certain crepant resolutions. In particular, I will show that there exist ALF Calabi-Yau metrics on canonical bundles of classical homogeneous Fano contact manifolds.PDF: Construction of higher dimensional ALF Calabi-Yau metrics.pdf