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Manduca sexta
They feed off of the tomato, Tobacco, and potato.
Hi Kelsey, this is a very beautiful caterpillar! I believe this is actually a Carolina Sphinx.
Manduca quinquemaculata has a different color pattern: http://bugguide.net/node/view/5011