Hello @Katarina, I was able to run your code snippet without any problems on my machine, so I wonder whether there is some firewall / proxy you need to configure on your end?
A simple test that your connection is fine would be to spin up a Google Colab notebook and see if your code works there. Alternatively, you could try upgrading to the latest version of transformers just to be sure it’s not an old bug that got fixed recently.