I don't think the problem is with actual memory, as in storage, or hard space. The problem is with load time, and the site, as it appears to me, has a bad lag time.
This could be due to some bad coding, or just an overload of pictures, which seems to be the problem to me. So, by turning down the kb size, you can help make the site load faster.
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