Sounds like a fuel problem. I can't be sure, but there may be a filter screen on the end of your fuel line up inside the tank, another at the carb. There is a screen in the top of the glass float bowl. Have you tried to rebuild the carburetor?
Another issue may be the governor not operating the throttle as it should.
Another issue may be the governor not operating the throttle as it should.