The factory is owned by Shiv Agro Industries.
Machinery and some 50 quintals of raw cotton on the premises were gutted, said a factory official.
Three fire tenders were pressed into service to douse the blaze.
Nobody was injured.
Disclaimer: No Business Standard Journalist was involved in creation of this content