[Styling] stylify using ruff (#27144)

* try to stylify using ruff

* might need to remove these changes?

* use ruf format andruff check

* use isinstance instead of type comparision

* use # fmt: skip

* use # fmt: skip

* nits

* soem styling changes

* update ci job

* nits isinstance

* more files update

* nits

* more nits

* small nits

* check and format

* revert wrong changes

* actually use formatter instead of checker

* nits

* well docbuilder is overwriting this commit

* revert notebook changes

* try to nuke docbuilder

* style

* fix feature exrtaction test

* remve `indent-width = 4`

* fixup

* more nits

* update the ruff version that we use

* style

* nuke docbuilder styling

* leve the print for detected changes

* nits

* Remove file I/O

Co-authored-by: charliermarsh
 <charlie.r.marsh@gmail.com>

* style

* nits

* revert notebook changes

* Add # fmt skip when possible

* Add # fmt skip when possible

* Fix

* More `  # fmt: skip` usage

* More `  # fmt: skip` usage

* More `  # fmt: skip` usage

* NIts

* more fixes

* fix tapas

* Another way to skip

* Recommended way

* Fix two more fiels

* Remove asynch
Remove asynch

---------

Co-authored-by: charliermarsh <charlie.r.marsh@gmail.com>

templates/adding_a_new_model/cookiecutter-template-{{cookiecutter.modelname}}/configuration_{{cookiecutter.lowercase_modelname}}.py

@@ -137,7 +137,7 @@ class {{cookiecutter.camelcase_modelname}}Config(PretrainedConfig):
     {% else -%}
     keys_to_ignore_at_inference = ["past_key_values"]
     {% endif -%}
-    
+
     {% if cookiecutter.is_encoder_decoder_model == "False" %}
     {%- else %}
     attribute_map = {
@@ -238,4 +238,3 @@ class {{cookiecutter.camelcase_modelname}}Config(PretrainedConfig):
             **kwargs
         )
 
-    

templates/adding_a_new_model/cookiecutter-template-{{cookiecutter.modelname}}/test_modeling_flax_{{cookiecutter.lowercase_modelname}}.py

@@ -541,7 +541,7 @@ def prepare_{{cookiecutter.lowercase_modelname}}_inputs_dict(
 class Flax{{cookiecutter.camelcase_modelname}}ModelTest(FlaxModelTesterMixin, unittest.TestCase):
     all_model_classes = (
         (
-            Flax{{cookiecutter.camelcase_modelname}}ForConditionalGeneration, 
+            Flax{{cookiecutter.camelcase_modelname}}ForConditionalGeneration,
             Flax{{cookiecutter.camelcase_modelname}}ForQuestionAnswering,
             Flax{{cookiecutter.camelcase_modelname}}ForSequenceClassification,
             Flax{{cookiecutter.camelcase_modelname}}Model,