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* Fix typos and grammar mistakes in docs and examples

* Fix typos in docstrings and comments

* Fix spelling of `tokenizer` in model tests

* Remove erroneous spaces in decorators

* Remove extra spaces in Markdown link texts

* Create asr.md

* Create audio_classification.md

* Create document_question_answering.md

* Update document_question_answering.md

* add

* add

* ggg

* gg

* add masked_language_modeling.md

* add monocular_depth estimation

* new

* dd

* add

* add

* cl

* add

* Add Traslation.md

* hgf

* Added docs to Toctree file

* Update docs/source/ja/tasks/asr.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/ja/tasks/asr.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/ja/tasks/image_classification.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/ja/tasks/idefics.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/ja/tasks/image_captioning.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Fix docs and revert changes

* Update docs/source/en/tasks/idefics.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/ja/tasks/language_modeling.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/ja/tasks/language_modeling.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/ja/tasks/language_modeling.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/ja/tasks/prompting.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/ja/tasks/masked_language_modeling.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/ja/tasks/masked_language_modeling.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/ja/tasks/prompting.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/ja/tasks/object_detection.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/ja/tasks/semantic_segmentation.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/ja/tasks/semantic_segmentation.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/ja/tasks/token_classification.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/ja/tasks/translation.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/ja/tasks/visual_question_answering.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/ja/tasks/summarization.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* changes in review 1 and 2

* add

* Update docs/source/ja/tasks/asr.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/ja/tasks/translation.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* changes

* Update docs/source/ja/_toctree.yml
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/ja/_toctree.yml
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/ja/_toctree.yml
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update _toctree.yml

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Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* fix typos in idefics.md

Two typos found in reviewing this documentation.

1) max_new_tokens=4, is not sufficient to generate "Vegetables" as indicated - you will get only "Veget". (incidentally - some mention of how to select this value might be useful as it seems to change in each example)

2) inputs = processor(prompts, return_tensors="pt").to(device) as inputs need to be on the same device (as they are in all other examples on the page)

* Update idefics.md

Change device to cuda explicitly to match other examples

* initial commit for the IDEFICS task guide

* conversational example

* updated TOC

* fixed typos

* Apply suggestions from code review
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* addressed feedback

* bad_words_ids

* Apply suggestions from code review
Co-authored-by: Victor SANH <victorsanh@gmail.com>

* rank classification note

* feedback addressed

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Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
Co-authored-by: Victor SANH <victorsanh@gmail.com>