Toss Them With Tequila In This Flaky, Free-Form Galette! The Daily Meal Staff|Aug. 4, 2015 4:47 pm EST Ripen peaches at room temperature, stem-end down, or faster in a paper bag. Refrigerating them unripe results in mealy, flavorless fruit.