How do I achieve the most competitive interest rate for a French mortgage?

To achieve the more attractive rates for a non-resident French mortgage  aim to inject a cash contribution of between 30% and  40% of the purchase price plus purchase fees as French banks tend to offer more attractive rates based on mortgages of between 60% and 70% of the purchase price