No reason it shouldn't. EIDE is the right cable type/protocol and the drive is not too thick, so you should be good. You'll have to use some non-standard tools to get it to work right, though: read the drive upgrade guide and pay special attention to the instructions for big drives (search for "Special note for large drives").
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Bitt Faulk