Kashmir will have summer till September. From October start the winter will kick in, which means snowfall and landslides can hamper your travel itinerary. I would suggest to go before Oct to enjoy pleasant weather.
Kashmir has its beauty in all seasons . It is indeed paradise. from the summer season to Fall season and even Winters - every season has its own beautiful charm in Kashmir :)