Police have sealed off part of Arlington Villas while they investigate the incident.
A spokesman for the Avon and Somerset Force said there had been a party on Saturday night and that the man had fallen accidentally.
He hit his head and died later in the Bristol Royal Infirmary. It is believed the man was a university student.
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