Would it be rude of me as a non-jew to go to a Jewish restaurant dinner just because it offers really good prices?

$5 for a delicious home cooked meal downtown. Sounds good to me. It’s kinda meant for Jews since it’s kosher, it’s not a charity either. It’s a restaurant but in a very obscure and limited sense by the university’s hillel.