The Jokhang monastery is more than 1,000 years old and is listed as a Unesco World Heritage Site.
Reports say that Chinese authorities quickly tried to block footage and images of the fire appearing on social media.
Beijing maintains tight control of news reports from Tibet, where Buddhist sites have been a focal point for separatist unrest in the past.
Foreign journalists are not able to enter Tibet without special permission.
