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Doom 3 Tweaks
Find these values in DoomConfig.cfg and set them to the following values:
{{{seta image_useCache "1"}}}
{{{seta image_cacheMegs "system ram / 2"}}}
{{{seta image_cacheMinK "20480"}}}
May work for Quake 4 as well.