The blaze was detected around 5 a.m. in a shed with low grade ammunition, the sources said.
Several fire tenders were pressed into service and it was finally controlled by 7 a.m., a district administration official said.
Senior Army officers rushed to the spot. The damage caused by the fire would be assessed by the Army. A probe is likely to be ordered.
Bathinda is about 240 km from here.