More than likely you have an air leak. At WOT, tank pressure is highest and vacuum in the intake in highest, therefore you are able to find a needle setting that will keep it running. But as soon as you drop the RPM the engine doesn't get fuel, so it dies. The common culprits are the backplate, the carburetor mounting, fuel lines and stopper, needle valve o rings, and a bad front bearing.