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# In this tutorial, we train a ``nn.TransformerEncoder`` model on a
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# language modeling task. Please note that this tutorial does not cover
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# causal language modeling task. Please note that this tutorial does not cover
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# the training of `nn.TransformerDecoder <https://pytorch.org/docs/stable/generated/torch.nn.TransformerDecoder.html#torch.nn.TransformerDecoder>`__, as depicted in
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# the right half of the diagram above. The language modeling task is to assign a
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# probability for the likelihood of a given word (or a sequence of words)
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