Yes, if you follow the EL34 set up initially, then you can switch to 6L6GC tubes without changing any other components.  It's always a good idea to check the bias when changing power tubes.  (The bias can be checked and adjusted with just the steel cage removed and using a volt meter - the instructions will explain this process.)

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