Amazon Summer Sale, also known as the Big Style Sale, is offering big deals on a variety of short styles until midnight tonight. The Amazon Summer Sale is filled with deep discounts on select styles from big fashion brands. Right now, shop markdowns on the comfortable warm-weather staple for men and women from Levi's, Lucky Brand, Dockers and more.