The fire broke out at Crawley Hospital in West Green Drive, Crawley at 13.36 pm.
It's believed to be in a sixth floor store room. There are no reports of casualities.
50 firefighters are involved with tackling the blaze.
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The risk of further showers this afternoon. Staying breezy but becoming a little brighter later.