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Isn't that going to be even slower, since a 156mb file would probably make gc_lines a very big tuple before summing it?

You could do gc=sum(1 for _ on lines if ...) or use Counter

gc_lines isn't a tuple here, it's a generator expression. It will be lazily evaluated.