Medium does not use passwords.
If you sign up by email, Medium sends out a one-time use link whenever you want to sign-in. The email is valid for 15 minutes. There is no password
If you sign up initially with Google, Twitter or Facebook, your password to access Medium will be whatever password you use to access those third-party services.