Yes they will
We got some Valspar paint from the store in Madison Indiana. After application, it began to flake and peel. They would not take back the remainder and basically accused us for the problem. While I will buy tools and other materials there, I will not buy paint from them.
Lowe's will take it back paint if you're not happy with it
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