I've installed new PyCharm that uses django v1.71(default), but I would like to change it to v1.68.
How can we achieve this with PyCharm?
Go to Settings->Project Interpreter. 
Double-click the Django package. Activate the check box Specify version and select the version you want. 
Press the button Install Package.
Django will use pip in the background to install the package.
You don't do that with Pycharm, Pycharm just detects the installed version. You change the version with pip:
pip uninstall django # just for explicity
pip install django==1.6.8
Make sure you use virtual environments if you run multiple applications on the same machine.
In default settings of project.
File -> Default Settings -> Default Project -> Project Interpretatoe
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