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Document the various LM Auto models (#8118)
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sgugger authored Oct 28, 2020
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38 changes: 33 additions & 5 deletions docs/source/model_doc/auto.rst
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AutoClasses
Auto Classes
-----------------------------------------------------------------------------------------------------------------------

In many cases, the architecture you want to use can be guessed from the name or the path of the pretrained model you
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:members:


AutoModelWithLMHead
AutoModelForCausalLM
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

.. autoclass:: transformers.AutoModelWithLMHead
.. autoclass:: transformers.AutoModelForCausalLM
:members:


AutoModelForMaskedLM
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

.. autoclass:: transformers.AutoModelForMaskedLM
:members:


AutoModelForSeq2SeqLM
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

.. autoclass:: transformers.AutoModelForSeq2SeqLM
:members:


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:members:


TFAutoModelWithLMHead
TFAutoModelForCausalLM
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

.. autoclass:: transformers.TFAutoModelForCausalLM
:members:


TFAutoModelForMaskedLM
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

.. autoclass:: transformers.TFAutoModelForMaskedLM
:members:


TFAutoModelForSeq2SeqLM
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

.. autoclass:: transformers.TFAutoModelWithLMHead
.. autoclass:: transformers.TFAutoModelForSeq2SeqLM
:members:


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