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Preheat oven to 400 degrees. Prick sweet potatoes all over with a fork. Place on a rimmed baking sheet. Bake until very tender when pierced with a knife, 1 hour.
When cool enough to handle, halve sweet potatoes. With a spoon, scoop out fresh (discard skins); transfer to a food processor.