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Update files in transformer_doc as per transformer_doc/en files. #500

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What does this PR do?

Updates the code of preprocessing.ipynb, training.ipynb, quicktour.ipynb as per the corresponding updated notebooks in en directory.

Fixes # (issue)
#494

Who can review?

@whitesscott @patrickvonplaten @patil-suraj

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@patrickvonplaten

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