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* Add IBertOnnxConfig and tests

* add all the supported features for IBERT and remove outputs in IbertOnnxConfig

* use OnnxConfig

* fix codestyle

* remove serialization.rst

* codestyle

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>

* Take gradient accumulation into account when defining samplers

* style

* Add test

* Add tests for the reported train loss

* Start the work on TFVisionEncoderDecoderModel

* Expose TFVisionEncoderDecoderModel

* fix import

* Add modeling_tf_vision_encoder_decoder to _ignore_modules in get_model_modules()

* reorder

* Apply the fix for checkpoint loading as in #14016

* remove attention_mask + fix VISION_DUMMY_INPUTS

* A minimal change to make TF generate() work for vision models as encoder in encoder-decoder setting

* fix wrong condition: shape_list(input_ids) == 2

* add tests

* use personal TFViTModel checkpoint (for now)

* Add equivalence tests + projection layer

* style

* make sure projection layer can run

* Add examples

* Apply suggestions from code review
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* Clean comments (need to work on TODOs for PyTorch models)

* Remove TF -> PT in check_pt_tf_equivalence for TFVisionEncoderDecoderModel

* fixes

* Revert changes in PT code.

* Update tests/test_modeling_tf_vision_encoder_decoder.py
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>

* Add test_inference_coco_en for TF test

* fix quality

* fix name

* build doc

* add main_input_name

* Fix ckpt name in test

* fix diff between master and this PR

* fix doc

* fix style and quality

* fix missing doc

* fix labels handling

* Delete auto.rst

* Add the changes done in #14016

* fix prefix

* Apply suggestions from code review
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* make style
Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>

* [performance doc] Power and Cooling

* more docs

* Update docs/source/performance.mdx
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* reword
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* fix doc examples

* remove double colons

It's better for e.g. notebook.

fix doc example - AttributeError: type object 'RagModel' has no attribute 'from_question_encoder_generator_pretrained' (#15076)
Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>

* support the trocr small models

* resolve conflict

* Update docs/source/model_doc/trocr.mdx
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Update docs/source/model_doc/trocr.mdx
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Update docs/source/model_doc/trocr.mdx
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Update src/transformers/models/trocr/processing_trocr.py
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Update src/transformers/models/trocr/processing_trocr.py
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Update src/transformers/models/trocr/processing_trocr.py
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Update src/transformers/models/trocr/processing_trocr.py
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* fix unexpected indent in processing_trocr.py

* Update src/transformers/models/trocr/processing_trocr.py
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* update the docstring of processing_trocr

* remove extra space
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Make OpenAIGPTTokenizer work with SpaCy 3.x

SpaCy 3.x introduced an API change to creating the tokenizer that
breaks OpenAIGPTTokenizer. The old API for creating the tokenizer in
SpaCy 2.x no longer works under SpaCy 3.x, but the new API for creating
the tokenizer in SpaCy 3.x DOES work under SpaCy 2.x. Switching to the
new API should allow OpenAIGPTTokenizer to work under both SpaCy 2.x and
SpaCy 3.x versions.

* Add is_spacy_available and is_ftfy_available methods to file utils

* Add spacy and ftfy unittest decorator to testing utils

* Add tests for OpenAIGPTTokenizer that require spacy and ftfy

* Modify CircleCI config to run tests that require spacy and ftfy

* Remove unneeded unittest decorators are reuse test code

* Run make fixup

added new line

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>

* up

* up

* up

* up

* up

* up

* improve

* up

* up

* Update src/transformers/trainer.py

* up

* up

* up

* Fix convert for newer megatron-lm models

* Save megatron-bert config in a proper way

* Fix code style

* fix doc example - TypeError: get_text_features() got an unexpected keyword argument 'token_type_ids'

* add token_type_ids param
Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>

* fix doc example - ValueError: Parameter config should be an instance of class `PretrainedConfig`

* Update src/transformers/models/segformer/modeling_segformer.py
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* update
Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>

* add image captioning example

* update README

* fix style & quality

* simplify

* apply review suggestions

* Apply suggestions from code review
Co-authored-by: Suraj Patil <surajp815@gmail.com>

* Apply suggestions from code review
Co-authored-by: Suraj Patil <surajp815@gmail.com>

* Apply review suggestions

* add comments about using np instead jax array

* remove unused lines

* add model creation script

* only support from_pretrained

* fix style

* fix

* not use cache_dir when creating model

* fix tokenizer creation

* update README

* fix quality

* apply suggestion

* simplify some blocks

* Update examples/flax/image-captioning/README.md


* Update examples/flax/image-captioning/run_image_captioning_flax.py
Co-authored-by: Suraj Patil <surajp815@gmail.com>

* apply suggestion
Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
Co-authored-by: Suraj Patil <surajp815@gmail.com>

* Adding QoL for `batch_size` arg (like others enabled everywhere).

* Typo.

* fix doc example - AttributeError: 'numpy.ndarray' object has no attribute 'to'

* fix more

* Apply suggestions from code review

* Update src/transformers/models/unispeech/modeling_unispeech.py
Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>

* [megatron convert] PYTHONPATH requirements

* more info

* Update parallelism.mdx

* Update parallelism.mdx