Sounds like the carburetor needs tuning. I wouldn't say there's any particular cause for this other than normal engine wear. Edit: If you took the carburetor apart, that's probably one reason why the adjustment is off.
You can get a carburetor adjustment screwdriver for a few dollars online, I think your carb takes a Pac Man style screwdriver.
Now, follow these two directions very carefully:
- When adjusting, start the blower and run it till it exhibits the issue. Using your screwdriver, open the "H" mixture screw slowly until the engine stops bogging and performs well. Then open it about 1/4 turn more. If this does not work, report back for further instructions. Experimenting randomly with the carb screws will result in a ruined engine or an engine that won't run.
- Don't use the blower until you can fix the issue. You are in danger of overheating and ruining the engine. If you have to use it, run it on half choke.