If I buy a stock today and sell it next week, do I get penalized for that?

If I buy a stock in my IRA, but I sell it next week (7 days later) at a loss, do I get penalized in my taxes? Is this considered a short-term gains situation, because I held it less than 1 year? Thanks very much.
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