Could be faulty quick release coupling but also hydraulic ram. Eliminate problems starting from lifting cylinder. Loosen up hoses on cylinder to see if oil comes out and if bucket drops. Swop couplings if necessary.
If those 2 ok then you might have a faulty control valve block.