Could I use my learners permit to buy a weapon?

I lost my drivers license, and I'm going to a sword show tomorrow. I wont be able to replace my license by then, but I have my learners permit, which is from about 10 years ago. I look heavier, and have a short beard, but if you really compare the 2 than you can see the similarities. Will a learners permit work?
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