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Normally for a typical Django Application it would take 60 – 80 MB for a Django app with database connections, for a Django app which only requires a little bit of database connections, only takes up about 18 MB memory. For a more sophisticated Django app which requires queueing up tasks, send emails, database connections, user logins, etc, it would require about 130 MB. and yes Celery consumes a lot of memory, you could try using eventlet to reduce the memory consumption: Here’s a link
Source:stackexchange.com