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Single file documentation for each model, accompanied by the Documentation overview.  
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BERT
----------------------------------------------------
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Tokenizers and Config classes are referenced.  
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``BertConfig``
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Single file documentation for each model, accompanied by the Documentation overview.  
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~~~~~~~~~~~~~~~~~~~~~
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Refactored Docstrings of BERT, GPT2, GPT, TransfoXL, XLM and XLNet.  
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.. autoclass:: pytorch_transformers.BertConfig
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Tokenizers and Config classes are referenced.  
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    :members:
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Single file documentation for each model, accompanied by the Documentation overview.  
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Tokenizers and Config classes are referenced.  
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``BertTokenizer``
~~~~~~~~~~~~~~~~~~~~~
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Single file documentation for each model, accompanied by the Documentation overview.  
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Refactored Docstrings of BERT, GPT2, GPT, TransfoXL, XLM and XLNet.  
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.. autoclass:: pytorch_transformers.BertTokenizer
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Tokenizers and Config classes are referenced.  
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    :members:
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Single file documentation for each model, accompanied by the Documentation overview.  
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``BertAdam``
~~~~~~~~~~~~~~~~
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Refactored Docstrings of BERT, GPT2, GPT, TransfoXL, XLM and XLNet.  
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.. autoclass:: pytorch_transformers.BertAdam
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Tokenizers and Config classes are referenced.  
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    :members:
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Single file documentation for each model, accompanied by the Documentation overview.  
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1. ``BertModel``
~~~~~~~~~~~~~~~~~~~~
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Refactored Docstrings of BERT, GPT2, GPT, TransfoXL, XLM and XLNet.  
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.. autoclass:: pytorch_transformers.BertModel
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Single file documentation for each model, accompanied by the Documentation overview.  
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    :members:


2. ``BertForPreTraining``
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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Refactored Docstrings of BERT, GPT2, GPT, TransfoXL, XLM and XLNet.  
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.. autoclass:: pytorch_transformers.BertForPreTraining
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Single file documentation for each model, accompanied by the Documentation overview.  
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    :members:


3. ``BertForMaskedLM``
~~~~~~~~~~~~~~~~~~~~~~~~~~
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Refactored Docstrings of BERT, GPT2, GPT, TransfoXL, XLM and XLNet.  
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.. autoclass:: pytorch_transformers.BertForMaskedLM
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Single file documentation for each model, accompanied by the Documentation overview.  
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4. ``BertForNextSentencePrediction``
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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Refactored Docstrings of BERT, GPT2, GPT, TransfoXL, XLM and XLNet.  
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.. autoclass:: pytorch_transformers.BertForNextSentencePrediction
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Single file documentation for each model, accompanied by the Documentation overview.  
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5. ``BertForSequenceClassification``
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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Refactored Docstrings of BERT, GPT2, GPT, TransfoXL, XLM and XLNet.  
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.. autoclass:: pytorch_transformers.BertForSequenceClassification
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Single file documentation for each model, accompanied by the Documentation overview.  
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6. ``BertForMultipleChoice``
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Refactored Docstrings of BERT, GPT2, GPT, TransfoXL, XLM and XLNet.  
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.. autoclass:: pytorch_transformers.BertForMultipleChoice
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Single file documentation for each model, accompanied by the Documentation overview.  
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7. ``BertForTokenClassification``
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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Refactored Docstrings of BERT, GPT2, GPT, TransfoXL, XLM and XLNet.  
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.. autoclass:: pytorch_transformers.BertForTokenClassification
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Single file documentation for each model, accompanied by the Documentation overview.  
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8. ``BertForQuestionAnswering``
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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Refactored Docstrings of BERT, GPT2, GPT, TransfoXL, XLM and XLNet.  
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.. autoclass:: pytorch_transformers.BertForQuestionAnswering
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Single file documentation for each model, accompanied by the Documentation overview.  
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