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Fix outdated description of HF arguments in README.md #257

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"Note the per_device_train_batch_size and per_device_eval_batch_size arguments are global batch sizes unlike what their name suggest." seems outdated on 2023-09-02 and should be removed.

"Note the per_device_train_batch_size and per_device_eval_batch_size arguments are global batch sizes unlike what their name suggest." seems outdated on 2023-09-02 and should be removed.
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