Preheat oven to 350 degrees F (175 degrees C).
Fill each jalapeno half with peanut butter; wrap jalapeno with half slice of bacon, and secure with a toothpick. Arrange the wrapped jalapenos on a baking sheet.
Bake in the preheated oven until the bacon is dark brown, about 25 minutes.
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