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The fastest way for large files is to use sqlite3's .import command to directly import a file. However, this will bypass any validation done by your models. You could end up with "bad" data, in that it doesn't conform to the rules of your models.
Or, you can just write an external script to read the file and create model instances. Here's a brief example: