Celery never retries your tasks, unless you tell it to. Here is how you can tell her to:
There are a few basic terms and procedures that you need to know about Celery, to understand this article. All of them can be found here:
All available settings
Here is a list of everything you can set and unset to change the retry-behavior of Celery.