The Daily Mail said the rented house in Broughton, near Preston, contained a sophisticated factory operation that included hydroponic lights, heaters and fans.
Police are searching for suspects.
"We have had experienced search-trained officers working at the scene and they have never seen a drugs cultivation operation like this in more than 20 years of conducting police searches," Chief Inspector James Lee told the London newspaper.
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