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When I try to unzip this, I get a weird error about it being broken or in the wrong format.

Did the download complete properly? Or where there any interruptions on the download? Also what platform are you trying to do this on?

Windows - and yeah it did complete properly.

Try giving it another download, I've just tried it on my machine and it's unzipped fine. What version of Windows are you using?