Models doc (#7345)
* Clean up model documentation * Formatting * Preparation work * Long lines * Main work on rst files * Cleanup all config files * Syntax fix * Clean all tokenizers * Work on first models * Models beginning * FaluBERT * All PyTorch models * All models * Long lines again * Fixes * More fixes * Update docs/source/model_doc/bert.rst Co-authored-by: Lysandre Debut <lysandre@huggingface.co> * Update docs/source/model_doc/electra.rst Co-authored-by: Lysandre Debut <lysandre@huggingface.co> * Last fixes Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
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Custom Layers and Utilities
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---------------------------
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-----------------------------------------------------------------------------------------------------------------------
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This page lists all the custom layers used by the library, as well as the utility functions it provides for modeling.
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Most of those are only useful if you are studying the code of the models in the library.
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``Pytorch custom modules``
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~~~~~~~~~~~~~~~~~~~~~~~~~~
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Pytorch custom modules
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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.. autoclass:: transformers.modeling_utils.Conv1D
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@@ -29,8 +29,8 @@ Most of those are only useful if you are studying the code of the models in the
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:members: forward
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``PyTorch Helper Functions``
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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PyTorch Helper Functions
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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.. autofunction:: transformers.apply_chunking_to_forward
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.. autofunction:: transformers.modeling_utils.prune_linear_layer
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``TensorFlow custom layers``
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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TensorFlow custom layers
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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.. autoclass:: transformers.modeling_tf_utils.TFConv1D
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:members: call
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``TensorFlow loss functions``
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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TensorFlow loss functions
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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.. autoclass:: transformers.modeling_tf_utils.TFCausalLanguageModelingLoss
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:members:
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:members:
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``TensorFlow Helper Functions``
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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TensorFlow Helper Functions
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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.. autofunction:: transformers.modeling_tf_utils.cast_bool_to_primitive
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