The blaze occurred on Hiranagar-Kathua stretch when a passenger threw a cigarette in the coach of Delhi-bound Jammu Mail last night.
The fire was doused after the train was stopped for a brief period. The train continued for its forward journey late night, they said.
There was no major loss reported in the fire incident, they said.