SUMIN/HuggingFace_transformer
1
0
Fork 0
Code Issues Pull Requests Actions 7 Packages Projects Releases Wiki Activity

Convert rst files (#14888)

Browse Source 
* Convert all tutorials and guides

* Convert all remaining rst to mdx

* Track and fix bad links
This commit is contained in:
Sylvain Gugger
2021-12-22 16:14:35 -05:00
committed by GitHub
parent b0c7d2ec58
commit 207594be81
174 changed files with 8995 additions and 10483 deletions
Download Patch File Download Diff File Expand all files Collapse all files

238
templates/adding_a_new_model/cookiecutter-template-{{cookiecutter.modelname}}/{{cookiecutter.lowercase_modelname}}.mdx Normal file
View File

@@ -0,0 +1,238 @@
<!--Copyright 2021 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on
an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the
specific language governing permissions and limitations under the License.
-->
# {{cookiecutter.modelname}}
## Overview
The {{cookiecutter.modelname}} model was proposed in [<INSERT PAPER NAME HERE>(<INSERT PAPER LINK HERE>) by <INSERT AUTHORS HERE>. <INSERT SHORT SUMMARY HERE>
The abstract from the paper is the following:
*<INSERT PAPER ABSTRACT HERE>*
Tips:
<INSERT TIPS ABOUT MODEL HERE>
This model was contributed by [INSERT YOUR HF USERNAME HERE](<https://huggingface.co/<INSERT YOUR HF USERNAME HERE>)`. The original code can be found [here](<INSERT LINK TO GITHUB REPO HERE>).
## XLNetConfig
[[autodoc]] XLNetConfig
## {{cookiecutter.camelcase_modelname}}Config
[[autodoc]] {{cookiecutter.camelcase_modelname}}Config
## {{cookiecutter.camelcase_modelname}}Tokenizer
[[autodoc]] {{cookiecutter.camelcase_modelname}}Tokenizer
- build_inputs_with_special_tokens
- get_special_tokens_mask
- create_token_type_ids_from_sequences
- save_vocabulary
## {{cookiecutter.camelcase_modelname}}TokenizerFast
[[autodoc]] {{cookiecutter.camelcase_modelname}}TokenizerFast
{% if "PyTorch" in cookiecutter.generate_tensorflow_pytorch_and_flax -%}
## {{cookiecutter.camelcase_modelname}}Model
[[autodoc]] {{cookiecutter.camelcase_modelname}}Model
- forward
{% if cookiecutter.is_encoder_decoder_model == "False" %}
## {{cookiecutter.camelcase_modelname}}ForCausalLM
[[autodoc]] {{cookiecutter.camelcase_modelname}}ForCausalLM
- forward
## {{cookiecutter.camelcase_modelname}}ForMaskedLM
[[autodoc]] {{cookiecutter.camelcase_modelname}}ForMaskedLM
- forward
## {{cookiecutter.camelcase_modelname}}ForSequenceClassification
[[autodoc]] transformers.{{cookiecutter.camelcase_modelname}}ForSequenceClassification
- forward
## {{cookiecutter.camelcase_modelname}}ForMultipleChoice
[[autodoc]] transformers.{{cookiecutter.camelcase_modelname}}ForMultipleChoice
- forward
## {{cookiecutter.camelcase_modelname}}ForTokenClassification
[[autodoc]] transformers.{{cookiecutter.camelcase_modelname}}ForTokenClassification
- forward
## {{cookiecutter.camelcase_modelname}}ForQuestionAnswering
[[autodoc]] {{cookiecutter.camelcase_modelname}}ForQuestionAnswering
- forward
{%- else %}
## {{cookiecutter.camelcase_modelname}}ForConditionalGeneration
[[autodoc]] {{cookiecutter.camelcase_modelname}}ForConditionalGeneration
- forward
## {{cookiecutter.camelcase_modelname}}ForSequenceClassification
[[autodoc]] {{cookiecutter.camelcase_modelname}}ForSequenceClassification
- forward
## {{cookiecutter.camelcase_modelname}}ForQuestionAnswering
[[autodoc]] {{cookiecutter.camelcase_modelname}}ForQuestionAnswering
- forward
## {{cookiecutter.camelcase_modelname}}ForCausalLM
[[autodoc]] {{cookiecutter.camelcase_modelname}}ForCausalLM
- forward
{% endif -%}
{% endif -%}
{% if "TensorFlow" in cookiecutter.generate_tensorflow_pytorch_and_flax -%}
## TF{{cookiecutter.camelcase_modelname}}Model
[[autodoc]] TF{{cookiecutter.camelcase_modelname}}Model
- call
{% if cookiecutter.is_encoder_decoder_model == "False" %}
## TF{{cookiecutter.camelcase_modelname}}ForMaskedLM
[[autodoc]] TF{{cookiecutter.camelcase_modelname}}ForMaskedLM
- call
## TF{{cookiecutter.camelcase_modelname}}ForCausalLM[[autodoc]]
[[autodoc]] TF{{cookiecutter.camelcase_modelname}}ForCausalLM
- call
## TF{{cookiecutter.camelcase_modelname}}ForSequenceClassification
[[autodoc]] TF{{cookiecutter.camelcase_modelname}}ForSequenceClassification
- call
## TF{{cookiecutter.camelcase_modelname}}ForMultipleChoice
[[autodoc]] TF{{cookiecutter.camelcase_modelname}}ForMultipleChoice
- call
## TF{{cookiecutter.camelcase_modelname}}ForTokenClassification
[[autodoc]] TF{{cookiecutter.camelcase_modelname}}ForTokenClassification
- call
## TF{{cookiecutter.camelcase_modelname}}ForQuestionAnswering
[[autodoc]] TF{{cookiecutter.camelcase_modelname}}ForQuestionAnswering
- call
{%- else %}
## TF{{cookiecutter.camelcase_modelname}}ForConditionalGeneration
[[autodoc]] TF{{cookiecutter.camelcase_modelname}}ForConditionalGeneration
- call
{% endif -%}
{% endif -%}
{% if "Flax" in cookiecutter.generate_tensorflow_pytorch_and_flax -%}
## Flax{{cookiecutter.camelcase_modelname}}Model
[[autodoc]] Flax{{cookiecutter.camelcase_modelname}}Model
- call
{% if cookiecutter.is_encoder_decoder_model == "False" %}
## Flax{{cookiecutter.camelcase_modelname}}ForMaskedLM
[[autodoc]] Flax{{cookiecutter.camelcase_modelname}}ForMaskedLM
- call
## Flax{{cookiecutter.camelcase_modelname}}ForCausalLM
[[autodoc]] Flax{{cookiecutter.camelcase_modelname}}ForCausalLM
- call
## Flax{{cookiecutter.camelcase_modelname}}ForSequenceClassification
[[autodoc]] Flax{{cookiecutter.camelcase_modelname}}ForSequenceClassification
- call
## Flax{{cookiecutter.camelcase_modelname}}ForMultipleChoice
[[autodoc]] Flax{{cookiecutter.camelcase_modelname}}ForMultipleChoice
- call
## Flax{{cookiecutter.camelcase_modelname}}ForTokenClassification
[[autodoc]] Flax{{cookiecutter.camelcase_modelname}}ForTokenClassification
- call
## Flax{{cookiecutter.camelcase_modelname}}ForQuestionAnswering
[[autodoc]] Flax{{cookiecutter.camelcase_modelname}}ForQuestionAnswering
- call
{%- else %}
## Flax{{cookiecutter.camelcase_modelname}}ForSequenceClassification
[[autodoc]] Flax{{cookiecutter.camelcase_modelname}}ForSequenceClassification
- call
## Flax{{cookiecutter.camelcase_modelname}}ForQuestionAnswering
[[autodoc]] Flax{{cookiecutter.camelcase_modelname}}ForQuestionAnswering
- call
## Flax{{cookiecutter.camelcase_modelname}}ForConditionalGeneration
[[autodoc]] Flax{{cookiecutter.camelcase_modelname}}ForConditionalGeneration
- call
{% endif -%}
{% endif -%}

272
templates/adding_a_new_model/cookiecutter-template-{{cookiecutter.modelname}}/{{cookiecutter.lowercase_modelname}}.rst
View File

@@ -1,272 +0,0 @@
..
Copyright 2020 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on
an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the
specific language governing permissions and limitations under the License.
{{cookiecutter.modelname}}
-----------------------------------------------------------------------------------------------------------------------
Overview
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
The {{cookiecutter.modelname}} model was proposed in `<INSERT PAPER NAME HERE>
<<INSERT PAPER LINK HERE>>`__ by <INSERT AUTHORS HERE>. <INSERT SHORT SUMMARY HERE>
The abstract from the paper is the following:
*<INSERT PAPER ABSTRACT HERE>*
Tips:
<INSERT TIPS ABOUT MODEL HERE>
This model was contributed by `<INSERT YOUR HF USERNAME HERE>
<https://huggingface.co/<INSERT YOUR HF USERNAME HERE>>`__. The original code can be found `here
<<INSERT LINK TO GITHUB REPO HERE>>`__.
{{cookiecutter.camelcase_modelname}}Config
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. autoclass:: transformers.{{cookiecutter.camelcase_modelname}}Config
:members:
{{cookiecutter.camelcase_modelname}}Tokenizer
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. autoclass:: transformers.{{cookiecutter.camelcase_modelname}}Tokenizer
:members: build_inputs_with_special_tokens, get_special_tokens_mask,
create_token_type_ids_from_sequences, save_vocabulary
{{cookiecutter.camelcase_modelname}}TokenizerFast
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. autoclass:: transformers.{{cookiecutter.camelcase_modelname}}TokenizerFast
:members:
{% if "PyTorch" in cookiecutter.generate_tensorflow_pytorch_and_flax -%}
{{cookiecutter.camelcase_modelname}}Model
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. autoclass:: transformers.{{cookiecutter.camelcase_modelname}}Model
:members: forward
{% if cookiecutter.is_encoder_decoder_model == "False" %}
{{cookiecutter.camelcase_modelname}}ForCausalLM
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. autoclass:: transformers.{{cookiecutter.camelcase_modelname}}ForCausalLM
:members: forward
{{cookiecutter.camelcase_modelname}}ForMaskedLM
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. autoclass:: transformers.{{cookiecutter.camelcase_modelname}}ForMaskedLM
:members: forward
{{cookiecutter.camelcase_modelname}}ForSequenceClassification
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. autoclass:: transformers.{{cookiecutter.camelcase_modelname}}ForSequenceClassification
:members: forward
{{cookiecutter.camelcase_modelname}}ForMultipleChoice
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. autoclass:: transformers.{{cookiecutter.camelcase_modelname}}ForMultipleChoice
:members: forward
{{cookiecutter.camelcase_modelname}}ForTokenClassification
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. autoclass:: transformers.{{cookiecutter.camelcase_modelname}}ForTokenClassification
:members: forward
{{cookiecutter.camelcase_modelname}}ForQuestionAnswering
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. autoclass:: transformers.{{cookiecutter.camelcase_modelname}}ForQuestionAnswering
:members: forward
{%- else %}
{{cookiecutter.camelcase_modelname}}ForConditionalGeneration
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. autoclass:: transformers.{{cookiecutter.camelcase_modelname}}ForConditionalGeneration
:members: forward
{{cookiecutter.camelcase_modelname}}ForSequenceClassification
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. autoclass:: transformers.{{cookiecutter.camelcase_modelname}}ForSequenceClassification
:members: forward
{{cookiecutter.camelcase_modelname}}ForQuestionAnswering
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. autoclass:: transformers.{{cookiecutter.camelcase_modelname}}ForQuestionAnswering
:members: forward
{{cookiecutter.camelcase_modelname}}ForCausalLM
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. autoclass:: transformers.{{cookiecutter.camelcase_modelname}}ForCausalLM
:members: forward
{% endif -%}
{% endif -%}
{% if "TensorFlow" in cookiecutter.generate_tensorflow_pytorch_and_flax -%}
TF{{cookiecutter.camelcase_modelname}}Model
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. autoclass:: transformers.TF{{cookiecutter.camelcase_modelname}}Model
:members: call
{% if cookiecutter.is_encoder_decoder_model == "False" %}
TF{{cookiecutter.camelcase_modelname}}ForMaskedLM
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. autoclass:: transformers.TF{{cookiecutter.camelcase_modelname}}ForMaskedLM
:members: call
TF{{cookiecutter.camelcase_modelname}}ForCausalLM
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. autoclass:: transformers.TF{{cookiecutter.camelcase_modelname}}ForCausalLM
:members: call
TF{{cookiecutter.camelcase_modelname}}ForSequenceClassification
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. autoclass:: transformers.TF{{cookiecutter.camelcase_modelname}}ForSequenceClassification
:members: call
TF{{cookiecutter.camelcase_modelname}}ForMultipleChoice
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. autoclass:: transformers.TF{{cookiecutter.camelcase_modelname}}ForMultipleChoice
:members: call
TF{{cookiecutter.camelcase_modelname}}ForTokenClassification
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. autoclass:: transformers.TF{{cookiecutter.camelcase_modelname}}ForTokenClassification
:members: call
TF{{cookiecutter.camelcase_modelname}}ForQuestionAnswering
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. autoclass:: transformers.TF{{cookiecutter.camelcase_modelname}}ForQuestionAnswering
:members: call
{%- else %}
TF{{cookiecutter.camelcase_modelname}}ForConditionalGeneration
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. autoclass:: transformers.TF{{cookiecutter.camelcase_modelname}}ForConditionalGeneration
:members: call
{% endif -%}
{% endif -%}
{% if "Flax" in cookiecutter.generate_tensorflow_pytorch_and_flax -%}
Flax{{cookiecutter.camelcase_modelname}}Model
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. autoclass:: transformers.Flax{{cookiecutter.camelcase_modelname}}Model
:members: call
{% if cookiecutter.is_encoder_decoder_model == "False" %}
Flax{{cookiecutter.camelcase_modelname}}ForMaskedLM
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. autoclass:: transformers.Flax{{cookiecutter.camelcase_modelname}}ForMaskedLM
:members: call
Flax{{cookiecutter.camelcase_modelname}}ForCausalLM
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. autoclass:: transformers.Flax{{cookiecutter.camelcase_modelname}}ForCausalLM
:members: call
Flax{{cookiecutter.camelcase_modelname}}ForSequenceClassification
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. autoclass:: transformers.Flax{{cookiecutter.camelcase_modelname}}ForSequenceClassification
:members: call
Flax{{cookiecutter.camelcase_modelname}}ForMultipleChoice
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. autoclass:: transformers.Flax{{cookiecutter.camelcase_modelname}}ForMultipleChoice
:members: call
Flax{{cookiecutter.camelcase_modelname}}ForTokenClassification
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. autoclass:: transformers.Flax{{cookiecutter.camelcase_modelname}}ForTokenClassification
:members: call
Flax{{cookiecutter.camelcase_modelname}}ForQuestionAnswering
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. autoclass:: transformers.Flax{{cookiecutter.camelcase_modelname}}ForQuestionAnswering
:members: call
{%- else %}
Flax{{cookiecutter.camelcase_modelname}}ForSequenceClassification
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. autoclass:: transformers.Flax{{cookiecutter.camelcase_modelname}}ForSequenceClassification
:members: call
Flax{{cookiecutter.camelcase_modelname}}ForQuestionAnswering
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. autoclass:: transformers.Flax{{cookiecutter.camelcase_modelname}}ForQuestionAnswering
:members: call
Flax{{cookiecutter.camelcase_modelname}}ForConditionalGeneration
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. autoclass:: transformers.Flax{{cookiecutter.camelcase_modelname}}ForConditionalGeneration
:members: call
{% endif -%}
{% endif -%}