Tumblr uses OAuth 1.0a for authentication.
Register a new application at http://www.tumblr.com/oauth/apps
Set the Default callback URL to http://[your domain]/
fill OAuth Consumer Key and Secret Key values in your Django settings:
SOCIAL_AUTH_TUMBLR_KEY = ''
SOCIAL_AUTH_TUMBLR_SECRET = ''