Somebody else told me this, although when I removed all the images I still get the above error so I don't think it's the cause:
Quote:
If you get this error: "Warning: imagecreatefromjpeg(): gd-jpeg: JPEG library reports unrecoverable error" then check the JPEG files. If they are saved in CMYK format (instead of RGB) then GD will fail to load them (tested with GD 2.0.12)
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UPDATE: Not sure what I did but on the 5th reinstall try it worked

. Putting it down to server gremlins.