  Let X be a compact K\"ahler manifold such that the anticanonical bundle
$-K_X$ is nef. A classical conjecture claims that the Albanese map is
submersive. We prove this conjecture if the general fibre is a weak Fano
manifold. If X is projective we prove the conjecture also for fibres of
dimension at most two.
