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Sounds like the carbs have debris in them. The slow jet sounds plugged up. I suggest pulling the float bowls off and checking the slow jets for restrictions and blowing them out.
Not necessarily. It could be water in the fuel too but removing the float bowls will drain them and take care of that. You can drain some fuel out of the tank to check for water too. It will look like an air bubble sitting on the bottom.