Detectives from the PSNI's serious crime branch discovered the haul during a raid in the Beechwood area of the city.
Earlier a 39-year-old man was arrested in Derry as part of a separate police probe into dissident activity.
He was taken to the PSNI's serious crime suite at Antrim for questioning.
A PSNI spokeswoman said investigations were continuing.
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