Your best bet is to bring your own sleeping bag or to purchase one in Kathmandu.
Although you will be sleeping in tea houses, these accommodations get very cold at night and warm bedding is typically not provided. Your best bet is to bring your own sleeping bag or to purchase one in Kathmandu.