WooCommerce Min Max Quantity & Step Control plugin offers to control of all products or specific products with minimum, maximum and step of quantity. With this plugin you will be able to set your product quantity as much as you want.
Demo: https://codecanyon.net/item/woocommerce-min-max-quantity-step-control/22962198