GitLab

* Update index

* Translate to Spanish two sections from custom_models

* Translate to Spanish custom models documentation

* Fixing typos and grammatical errors

* Add requested changes from reviewer

* work in progress: custom_models

* Update custom_models.mdx

* Update custom_models.mdx

* Update _toctree.yml

* Update _toctree.yml

* Update custom_models.mdx

* Update custom_models.mdx

* Update _toctree.yml

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

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

* Add Italian translation of converting_tensorflow_models.mdx

* Update _toctree.yml

* Update converting_tensorflow_models.mdx

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

* Raise a TF-specific error when importing Torch classes

* Update src/transformers/utils/import_utils.py
Co-authored-by: Lysandre Debut <lysandre.debut@reseau.eseo.fr>

* Add an inverse error for PyTorch users
Co-authored-by: Lysandre Debut <lysandre.debut@reseau.eseo.fr>

* [ fast_tokenizers.mdx ] - Added translation to portuguese to tutorial

* Delete docs/source/pt-br directory

* [ fast_tokenizers.mdx ] - Continuing work on file

* [ fast_tokenizers.mdx ] - Continuing work on file

* Add fast tokenizers to _toctree.yml

* Eliminated config and toctree.yml

* Nits in fast_tokenizers.mdx

* Finishing create_a_model

* [ create_a_model.mdx ] finishing create a model in pt-br

* [ Changing _toctree.yml ] adding create a model in pt
Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>

* Update translation.mdx

* update translation.mdx by running make style

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

* Ensure value and attn weights have the same dtype

* Remove prints

* Modify decision transformers copied from gpt2

* Nit device
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>

* Fix style
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>

* Add ViltForTokenClassification e.g. for Named-Entity-Recognition (NER)

* Add ViltForTokenClassification e.g. for Named-Entity-Recognition (NER)

* provide classifier only text hidden states

* add test_for_token_classification

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

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

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

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

* add test_for_token_classification
Co-authored-by: gfuchs <gfuchs@ebay.com>
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* fix docs and add owlvit docs test

* fix minor bug in post_process, add to processor

* improve owlvit code examples

* fix hardcoded image size

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

* Fix command of doc tests for local testing

* Fix command for after running doc tests locally

* Fix bad words filter in XLA generation

* Remove my cool debug breakpoints (again)

* Allows `KerasMetricCallback` to use XLA generation

* make fixup

* Slightly reword docstring

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

* Add serving_output and serving methods to some vision models

* Add serving outputs for DeiT

* Don't convert hidden states - differing shapes

* Make saveable

* Fix up

* Make swin saveable

* Add in tests

* Fix funnel tests (can't convert to tensor)

* Fix numpy call

* Tidy up a bit

* Add in hidden states - resnet

* Remove numpy

* Fix failing tests - tensor shape and skipping tests

* Remove duplicated function

* PR comments - formatting and var names

* PR comments
Add suggestions made by Joao Gante:
* Use tf.shape instead of shape_list
* Use @tooslow decorator on tests
* Simplify some of the logic

* PR comments
Address Yih-Dar Sheih comments - making tensor names consistent and make types float

* Types consistent with docs; disable test on swin (slow)

* CI trigger

* Change input_features to float32

* Add serving_output for segformer

* Fixup
Co-authored-by: Amy Roberts <amyeroberts@users.noreply.github.com>

* Change how `take_along_axis` is computed in DeBERTa to stop confusing XLA

* Greatly simplify take_along_axis() since the code wasn't using most of it

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

* First commit

* final changes

* Changed create_model to create_a_model
Translated into crea un'architettura personalizzata in the file it/_toctree.yml

* Added _toctree.yml in the italian translation loca: serialization title Esporta modelli transformers

* Edit translation for create_model.mdx

* t with '#' will be ignored, and an empty message aborts the commit.

* Added file serialization for translation in italian

* Fix toctree serialization position

I checked the eng toctree and realized I made a mistake.

* Update _toctree.yml

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

* Fix OwlViT tests

* Forgot one

* add owlvit model skeleton

* add class and box predictor heads

* convert modified flax clip to pytorch

* fix box and class predictors

* add OwlViTImageTextEmbedder

* convert class and box head checkpoints

* convert image text embedder checkpoints

* add object detection head

* fix bugs

* update conversion script

* update conversion script

* fix q,v,k,out weight conversion conversion

* add owlvit object detection output

* fix bug in image embedder

* fix bugs in text embedder

* fix positional embeddings

* fix bug in inference mode vision pooling

* update docs, init tokenizer and processor files

* support batch processing

* add OwlViTProcessor

* remove merge conflicts

* readd owlvit imports

* fix bug in OwlViTProcessor imports

* fix bugs in processor

* update docs

* fix bugs in processor

* update owlvit docs

* add OwlViTFeatureExtractor

* style changes, add postprocess method to feature extractor

* add feature extractor and processor tests

* add object detection tests

* update conversion script

* update config paths

* update config paths

* fix configuration paths and bugs

* fix bugs in OwlViT tests

* add import checks to processor

* fix docs and minor issues

* fix docs and minor issues

* fix bugs and issues

* fix bugs and issues

* fix bugs and issues

* fix bugs and issues

* update docs and examples

* fix bugs and issues

* update conversion script, fix positional embeddings

* process 2D input ids, update tests

* fix style and quality issues

* update docs

* update docs and imports

* update OWL-ViT index.md

* fix bug in OwlViT feature ext tests

* fix code examples, return_dict by default

* return_dict by default

* minor fixes, add tests to processor

* small fixes

* add output_attentions arg to main model

* fix bugs

* remove output_hidden_states arg from main model

* update self.config variables

* add option to return last_hidden_states

* fix bug in config variables

* fix copied from statements

* fix small issues and bugs

* fix bugs

* fix bugs, support greyscale images

* run fixup

* update repo name

* merge OwlViTImageTextEmbedder with obj detection head

* fix merge conflict

* fix merge conflict

* make fixup

* fix bugs

* fix bugs

* add additional processor test

* Fix all tests

* add: segformer utils and img. classification.

* add: segmentation layer.

* feat: working implementation of segformer.

* chore: remove unused variable.

* add test, remaining modifications.

* remove: unnecessary files.

* add: rest of the files.
Co-authored-by: matt <rocketknight1@gmail.com>

* chore: remove ModuleList comment.

* chore: apply make style.

* chore: apply make fixup-copies.

* add  to check_repo.py

* add decode head to IGNORE_NON_TESTED

* chore: run make style.

* chore: PR comments.

* chore: minor changes to model doc.

* tests: reduction across samples.

* add a note on the space.

* sort importats.

* fix: reduction in loss computation.

* chore: align loss function with that of NER.

* chore: correct utils/documentation_tests.txt
Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com>

* chore: simplify the interpolation of logits in loss computation.

* chore: return transposed logits when return_dict=False.

* chore: add link to the tf fine-tuning repo.

* address pr comments.

* address niels's comments.

* remove from_pt=True since tf weights are in.

* remove comment from pt model.

* address niels's comments.
Co-authored-by: matt <rocketknight1@gmail.com>
Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com>

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

* Add 'accelerate' to _toctree file

* Fix 'training with a nb' title
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* Add Italian translation of the doc file model_sharing.mdx

* Fix style

* Fix typo

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

* Run_scripts Italian translation gh-17459

* Updated run_scripts gh-17642

* Updated run_scripts gh-17642

Made the text more gender-neutral.
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* added debugging.mdx

* updated debugging.mdx

* updated translation

* updated translation debugging

* translated debugging

* updated _toctree.yml

* More informative error message

* raise dynamic error

* remove_excess_nesting application

* incorrect shape assertion for collator & function to remove excess nesting from DatasetDict

* formatting

* eliminating datasets import

* removed and relocated remove_excess_nesting to the datasets library and updated docs accordingly

* independent assert instructions

* inform user of excess nesting

* Add support for Sagemaker Model Parallel >= 1.10 new checkpoint API

* Support loading checkpoints saved with SMP < 1.10 in SMP < 1.10 and SMP >= 1.10

* Support loading checkpoints saved with SMP >= 1.10 in SMP >= 1.10

* Fix bug and styling

* Update based on reviewer feedback