I just went through something similar with my 62 Skylark. Turned out to be a fuel line was allowing the fuel pump to suck air into the line. Also I had an additional problem with the floats in the carb not adjusted properly.
If you have a see through filter, check for air bubbles. Check around the carb for dried fuel from where it may have flooded.
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