noamaanMulla-03/transformers-issues huggingface dataset:
[i18n-ar] Translated file : `docs/source/ar/agents.md` into Arabic
Author: AhmedAlmaghz
Pull request: yes


## What does this PR do?
Translated the `docs/source/ar/agents.md` file of the documentation to `Arabic العربية`. I use transformers for my side-project and wanted to contribute. As a beginner, this seemed appropriate.

### Some questions:

- I can't access the pr documentation endpoint for `Arabic العربية`. Is there a missing step?
- I left all the other files alone after copying the English docs. Is this acceptable for future updates or should I add contents to the `_toctree.yml` only when translation is complete? Should I delete all other files for a cleaner review?
- In `Arabic`, people use both `Transformer` and `المحولات` to describe the model. However, as this is more of a product of HuggingFace I opted not to translate it. May you please let me know which you would prefer?

Thank you in advance for your review.

Part of #32435

### Before submitting

- [ ] This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case).
- [ ] Did you read the [contributor guideline](https://github.com/huggingface/transformers/blob/main/CONTRIBUTING.md#start-contributing-pull-requests), Pull Request section?
- [ ] Was this discussed/approved via a Github issue or the [forum](https://discuss.huggingface.co/) ?Please add a link to it if that's the case.
- [ ] Did you make sure to update the documentation with your changes? Here are the [documentation guidelines](https://github.com/huggingface/transformers/tree/main/docs), and [here are tips on formatting docstrings](https://github.com/huggingface/transformers/tree/main/docs#writing-source-documentation).
- [ ] Did you write any new necessary tests?

 ### Who can review?
 @stevhliu , @MKhalusova , @abodacs, may you please review this PR?
 

Comments:
@AhmedAlmaghz 
<div dir="rtl">
بخصوص ترجمه كلمه "Prompt"
أرى ترجمتها لكلمه "موجه" ترجمه تدل على المعنى
ولكن انتشرت مؤخرا ترجمه لها كلمه "أمر" 
مثال ترحمه "Prompts Engineering"  ل "هندسة اﻷوامر"
وسابقا أيضا انتشرت كلمه محفز كترجمه

ما رأيك فى تغيير الترجمه ﻷنى أرى كلمه موجه كلمه  صحيحه لكن غير منتشره ك "أمر"
</div>

@abodacs 
الصحيح أو الاقرب للصحة هو :
موجه
هندسة التوجيه
مهندس التوجيه

ومن ضمن ما انتشر : تلفين , مهندس تلقين ,هندسة التلقين

ما رأيك نعمل دليل لمصطلحات الذكاء الاصطناعي والتعلم الآلي عربي وانجليزي ليكون مرجع لكل المهتمين العرب
تحياتي
[i18n-ar] Translated file : `docs/source/ar/conversations.md` into Arabic
Author: AhmedAlmaghz
Pull request: yes


## What does this PR do?
Translated the `docs/source/ar/conversations.md` file of the documentation to `Arabic العربية`. I use transformers for my side-project and wanted to contribute. As a beginner, this seemed appropriate.

### Some questions:

- I can't access the pr documentation endpoint for `Arabic العربية`. Is there a missing step?
- I left all the other files alone after copying the English docs. Is this acceptable for future updates or should I add contents to the `_toctree.yml` only when translation is complete? Should I delete all other files for a cleaner review?
- In `Arabic`, people use both `Transformer` and `المحولات` to describe the model. However, as this is more of a product of HuggingFace I opted not to translate it. May you please let me know which you would prefer?

Thank you in advance for your review.

Part of #32435

### Before submitting

- [ ] This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case).
- [ ] Did you read the [contributor guideline](https://github.com/huggingface/transformers/blob/main/CONTRIBUTING.md#start-contributing-pull-requests), Pull Request section?
- [ ] Was this discussed/approved via a Github issue or the [forum](https://discuss.huggingface.co/) ?Please add a link to it if that's the case.
- [ ] Did you make sure to update the documentation with your changes? Here are the [documentation guidelines](https://github.com/huggingface/transformers/tree/main/docs), and [here are tips on formatting docstrings](https://github.com/huggingface/transformers/tree/main/docs#writing-source-documentation).
- [ ] Did you write any new necessary tests?

 ### Who can review?
 @stevhliu , @MKhalusova , @abodacs, may you please review this PR?
 

Comments:
Thank You  @abodacs 

Next:

# CONCEPTUAL GUIDES

- [ ]  Philosophy #33064
- [x]  Glossary #33038
- [ ]  What 🤗 Transformers can do #33073
- [ ]  How 🤗 Transformers solve tasks #33074
- [ ]  The Transformer model family #33047
- [ ]  Summary of the tokenizers #33078
- [ ]  Attention #33021
- [ ]  Padding and truncation #33050
- [ ]  BERTology #33024
- [ ]  Perplexity of fixed-length models #33063
- [ ]  Pipelines for webserver inference #33066
- [ ]  Model training anatomy #33045
- [ ] Getting the most out of LLMs #33043


اشكرك اخي عبدالله
أنظر هنا
[المحولات عربي](https://transformers.web.app/)

سوف ترى المستندات المترجمة بشكل صحيح

@abodacs
[i18n-ar] Translated file : `docs/source/ar/model_sharing.md` into Arabic
Author: AhmedAlmaghz
Pull request: yes


## What does this PR do?
Translated the `docs/source/ar/model_sharing.md` file of the documentation to `Arabic العربية`. I use transformers for my side-project and wanted to contribute. As a beginner, this seemed appropriate.

### Some questions:

- I can't access the pr documentation endpoint for `Arabic العربية`. Is there a missing step?
- I left all the other files alone after copying the English docs. Is this acceptable for future updates or should I add contents to the `_toctree.yml` only when translation is complete? Should I delete all other files for a cleaner review?
- In `Arabic`, people use both `Transformer` and `المحولات` to describe the model. However, as this is more of a product of HuggingFace I opted not to translate it. May you please let me know which you would prefer?

Thank you in advance for your review.

Part of #32435

### Before submitting

- [ ] This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case).
- [ ] Did you read the [contributor guideline](https://github.com/huggingface/transformers/blob/main/CONTRIBUTING.md#start-contributing-pull-requests), Pull Request section?
- [ ] Was this discussed/approved via a Github issue or the [forum](https://discuss.huggingface.co/) ?Please add a link to it if that's the case.
- [ ] Did you make sure to update the documentation with your changes? Here are the [documentation guidelines](https://github.com/huggingface/transformers/tree/main/docs), and [here are tips on formatting docstrings](https://github.com/huggingface/transformers/tree/main/docs#writing-source-documentation).
- [ ] Did you write any new necessary tests?

 ### Who can review?
 @stevhliu , @MKhalusova , @abodacs, may you please review this PR?
 

Comments:
[i18n-ar] Translated file : `docs/source/ar/peft.md` into Arabic
Author: AhmedAlmaghz
Pull request: yes


## What does this PR do?
Translated the `docs/source/ar/peft.md` file of the documentation to `Arabic العربية`. I use transformers for my side-project and wanted to contribute. As a beginner, this seemed appropriate.

### Some questions:

- I can't access the pr documentation endpoint for `Arabic العربية`. Is there a missing step?
- I left all the other files alone after copying the English docs. Is this acceptable for future updates or should I add contents to the `_toctree.yml` only when translation is complete? Should I delete all other files for a cleaner review?
- In `Arabic`, people use both `Transformer` and `المحولات` to describe the model. However, as this is more of a product of HuggingFace I opted not to translate it. May you please let me know which you would prefer?

Thank you in advance for your review.

Part of #32435

### Before submitting

- [ ] This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case).
- [ ] Did you read the [contributor guideline](https://github.com/huggingface/transformers/blob/main/CONTRIBUTING.md#start-contributing-pull-requests), Pull Request section?
- [ ] Was this discussed/approved via a Github issue or the [forum](https://discuss.huggingface.co/) ?Please add a link to it if that's the case.
- [ ] Did you make sure to update the documentation with your changes? Here are the [documentation guidelines](https://github.com/huggingface/transformers/tree/main/docs), and [here are tips on formatting docstrings](https://github.com/huggingface/transformers/tree/main/docs#writing-source-documentation).
- [ ] Did you write any new necessary tests?

 ### Who can review?
 @stevhliu , @MKhalusova , @abodacs, may you please review this PR?
 

Comments:
أنت رجل رائع!
سعيد جداً بتعاوني معك!
إحترامي وتقديري الكبيرين لشخصكم الكريم 
@abodacs 

التالي : 

# TUTORIAL

- [x]  Run inference with pipelines #33065
- [x]  Write portable code with AutoClass #33022
- [x]  Preprocess data #33068
- [x]  Fine-tune a pretrained model #33081
- [x]  Train with a script #33070
- [x]  Set up distributed training with 🤗 Accelerate #33016
- [x]  Load and train adapters with 🤗 PEFT #33051
- [ ]  Share your model #33046
- [ ]  Agents #33020
- [ ]  Generation with LLMs #33044
- [ ] Chatting with Transformers #33029
[i18n-ar] Translated file : `docs/source/ar/accelerate.md` into Arabic
Author: AhmedAlmaghz
Pull request: yes


## What does this PR do?
Translated the `docs/source/ar/accelerate.md` file of the documentation to `Arabic العربية`. I use transformers for my side-project and wanted to contribute. As a beginner, this seemed appropriate.

### Some questions:

- I can't access the pr documentation endpoint for `Arabic العربية`. Is there a missing step?
- I left all the other files alone after copying the English docs. Is this acceptable for future updates or should I add contents to the `_toctree.yml` only when translation is complete? Should I delete all other files for a cleaner review?
- In `Arabic`, people use both `Transformer` and `المحولات` to describe the model. However, as this is more of a product of HuggingFace I opted not to translate it. May you please let me know which you would prefer?

Thank you in advance for your review.

Part of #32435

### Before submitting

- [ ] This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case).
- [ ] Did you read the [contributor guideline](https://github.com/huggingface/transformers/blob/main/CONTRIBUTING.md#start-contributing-pull-requests), Pull Request section?
- [ ] Was this discussed/approved via a Github issue or the [forum](https://discuss.huggingface.co/) ?Please add a link to it if that's the case.
- [ ] Did you make sure to update the documentation with your changes? Here are the [documentation guidelines](https://github.com/huggingface/transformers/tree/main/docs), and [here are tips on formatting docstrings](https://github.com/huggingface/transformers/tree/main/docs#writing-source-documentation).
- [ ] Did you write any new necessary tests?

 ### Who can review?
 @stevhliu , @MKhalusova , @abodacs, may you please review this PR?
 

Comments:
Hi, when opening PRs, it is generally good not to open a ton at once. This gives reviewers time to review them without being overwhelmed (especially since there is currently only one Arabic reviewer). I recommend opening one or just a few PRs at once (you can even bundle them into one), waiting for them to be reviewed and merged, and then opening the next set of PRs.

Thank you very much for your valuable comments - @stevhliu 
I took @abodacs comments and modified the previous pull requests to make the translation better.

أشكرك من اعماق قلبي أخي/ عبدالله
الله يبارك فيك 
@abodacs 

@AhmedAlmaghz 
جزاك الله خيرا

ممكن تجول الحالة من draft to open
[i18n-ar] Translated file : `docs/source/ar/training.md` into Arabic
Author: AhmedAlmaghz
Pull request: yes


## What does this PR do?
Translated the `docs/source/ar/training.md` file of the documentation to `Arabic العربية`. I use transformers for my side-project and wanted to contribute. As a beginner, this seemed appropriate.

### Some questions:

- I can't access the pr documentation endpoint for `Arabic العربية`. Is there a missing step?
- I left all the other files alone after copying the English docs. Is this acceptable for future updates or should I add contents to the `_toctree.yml` only when translation is complete? Should I delete all other files for a cleaner review?
- In `Arabic`, people use both `Transformer` and `المحولات` to describe the model. However, as this is more of a product of HuggingFace I opted not to translate it. May you please let me know which you would prefer?

Thank you in advance for your review.

Part of #32435

### Before submitting

- [ ] This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case).
- [ ] Did you read the [contributor guideline](https://github.com/huggingface/transformers/blob/main/CONTRIBUTING.md#start-contributing-pull-requests), Pull Request section?
- [ ] Was this discussed/approved via a Github issue or the [forum](https://discuss.huggingface.co/) ?Please add a link to it if that's the case.
- [ ] Did you make sure to update the documentation with your changes? Here are the [documentation guidelines](https://github.com/huggingface/transformers/tree/main/docs), and [here are tips on formatting docstrings](https://github.com/huggingface/transformers/tree/main/docs#writing-source-documentation).
- [ ] Did you write any new necessary tests?

 ### Who can review?
 @stevhliu , @MKhalusova , @abodacs, may you please review this PR?
 

Comments:
Thank you @abodacs
[i18n-ar] Translated file : `docs/source/ar/pipeline_tutorial.md` into Arabic
Author: AhmedAlmaghz
Pull request: yes


## What does this PR do?
Translated the `docs/source/ar/pipeline_tutorial.md` file of the documentation to `Arabic العربية`. I use transformers for my side-project and wanted to contribute. As a beginner, this seemed appropriate.

### Some questions:

- I can't access the pr documentation endpoint for `Arabic العربية`. Is there a missing step?
- I left all the other files alone after copying the English docs. Is this acceptable for future updates or should I add contents to the `_toctree.yml` only when translation is complete? Should I delete all other files for a cleaner review?
- In `Arabic`, people use both `Transformer` and `المحولات` to describe the model. However, as this is more of a product of HuggingFace I opted not to translate it. May you please let me know which you would prefer?

Thank you in advance for your review.

Part of #32435

### Before submitting

- [ ] This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case).
- [ ] Did you read the [contributor guideline](https://github.com/huggingface/transformers/blob/main/CONTRIBUTING.md#start-contributing-pull-requests), Pull Request section?
- [ ] Was this discussed/approved via a Github issue or the [forum](https://discuss.huggingface.co/) ?Please add a link to it if that's the case.
- [ ] Did you make sure to update the documentation with your changes? Here are the [documentation guidelines](https://github.com/huggingface/transformers/tree/main/docs), and [here are tips on formatting docstrings](https://github.com/huggingface/transformers/tree/main/docs#writing-source-documentation).
- [ ] Did you write any new necessary tests?

 ### Who can review?
 @stevhliu , @MKhalusova , @abodacs, may you please review this PR?
 

Comments:
Thank you @abodacs
[i18n-ar] Translated file : `docs/source/ar/installation.md` into Arabic
Author: AhmedAlmaghz
Pull request: yes


## What does this PR do?
Translated the `docs/source/ar/installation.md` file of the documentation to `Arabic العربية`. I use transformers for my side-project and wanted to contribute. As a beginner, this seemed appropriate.

### Some questions:

- I can't access the pr documentation endpoint for `Arabic العربية`. Is there a missing step?
- I left all the other files alone after copying the English docs. Is this acceptable for future updates or should I add contents to the `_toctree.yml` only when translation is complete? Should I delete all other files for a cleaner review?
- In `Arabic`, people use both `Transformer` and `المحولات` to describe the model. However, as this is more of a product of HuggingFace I opted not to translate it. May you please let me know which you would prefer?

Thank you in advance for your review.

Part of #32435

### Before submitting

- [ ] This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case).
- [ ] Did you read the [contributor guideline](https://github.com/huggingface/transformers/blob/main/CONTRIBUTING.md#start-contributing-pull-requests), Pull Request section?
- [ ] Was this discussed/approved via a Github issue or the [forum](https://discuss.huggingface.co/) ?Please add a link to it if that's the case.
- [ ] Did you make sure to update the documentation with your changes? Here are the [documentation guidelines](https://github.com/huggingface/transformers/tree/main/docs), and [here are tips on formatting docstrings](https://github.com/huggingface/transformers/tree/main/docs#writing-source-documentation).
- [ ] Did you write any new necessary tests?

 ### Who can review?
 @stevhliu , @MKhalusova , @abodacs, may you please review this PR?
 

Comments:
The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_33041). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.

Thank you @abodacs  @stevhliu 

@abodacs 
Next :
- [ ]  Run inference with pipelines #33065
- [ ]  Write portable code with AutoClass #33022
- [ ]  Preprocess data #33068
- [ ]  Fine-tune a pretrained model #33081
- [ ]  Train with a script #33070
- [ ]  Set up distributed training with 🤗 Accelerate #33016
- [ ]  Load and train adapters with 🤗 PEFT #33051
- [ ]  Share your model #33046
- [ ]  Agents #33020
- [ ]  Generation with LLMs #33044
- [ ] Chatting with Transformers #33029
[i18n-ar] Translated file : `docs/source/ar/quicktour.md` into Arabic
Author: AhmedAlmaghz
Pull request: yes


## What does this PR do?
Translated the `docs/source/ar/quicktour.md` file of the documentation to `Arabic العربية`. I use transformers for my side-project and wanted to contribute. As a beginner, this seemed appropriate.

### Some questions:

- I can't access the pr documentation endpoint for `Arabic العربية`. Is there a missing step?
- I left all the other files alone after copying the English docs. Is this acceptable for future updates or should I add contents to the `_toctree.yml` only when translation is complete? Should I delete all other files for a cleaner review?
- In `Arabic`, people use both `Transformer` and `المحولات` to describe the model. However, as this is more of a product of HuggingFace I opted not to translate it. May you please let me know which you would prefer?

Thank you in advance for your review.

Part of #32435

### Before submitting

- [ ] This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case).
- [ ] Did you read the [contributor guideline](https://github.com/huggingface/transformers/blob/main/CONTRIBUTING.md#start-contributing-pull-requests), Pull Request section?
- [ ] Was this discussed/approved via a Github issue or the [forum](https://discuss.huggingface.co/) ?Please add a link to it if that's the case.
- [ ] Did you make sure to update the documentation with your changes? Here are the [documentation guidelines](https://github.com/huggingface/transformers/tree/main/docs), and [here are tips on formatting docstrings](https://github.com/huggingface/transformers/tree/main/docs#writing-source-documentation).
- [ ] Did you write any new necessary tests?

 ### Who can review?
 @stevhliu , @MKhalusova , @abodacs, may you please review this PR?
 

Comments:
Hi, @stevhliu 

Any tag `Tip` rendered from left-to-right instead of right-to-left

Any Tip :) to make it work in Arabic right-to-left

cc: @AhmedAlmaghz 

اشكرك أخي عبدالله @abodacs  
جزيل الشكر على المراجعة والملاحظات القيمة.
تحياتي وتقديري الكبيرين لشخصكم الكريم

@abodacs 
مشكلة  RTL  و LTR سوف تٌحل عند تشغيل الوثائق في الموقع 
`<html lang="ar" dir="RTL" >`

@abodacs 

التالي : 
Installation #33041

The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_33069). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.
[i18n-ar] Translated file : `docs/source/ar/index.md` into Arabic
Author: AhmedAlmaghz
Pull request: yes


## What does this PR do?
Translated the `docs/source/ar/index.md` file of the documentation to `Arabic العربية`. I use transformers for my side-project and wanted to contribute. As a beginner, this seemed appropriate.

### Some questions:

- I can't access the pr documentation endpoint for `Arabic العربية`. Is there a missing step?
- I left all the other files alone after copying the English docs. Is this acceptable for future updates or should I add contents to the `_toctree.yml` only when translation is complete? Should I delete all other files for a cleaner review?
- In `Arabic`, people use both `Transformer` and `المحولات` to describe the model. However, as this is more of a product of HuggingFace I opted not to translate it. May you please let me know which you would prefer?

Thank you in advance for your review.

Part of #32435

### Before submitting

- [ ] This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case).
- [ ] Did you read the [contributor guideline](https://github.com/huggingface/transformers/blob/main/CONTRIBUTING.md#start-contributing-pull-requests), Pull Request section?
- [ ] Was this discussed/approved via a Github issue or the [forum](https://discuss.huggingface.co/) ?Please add a link to it if that's the case.
- [ ] Did you make sure to update the documentation with your changes? Here are the [documentation guidelines](https://github.com/huggingface/transformers/tree/main/docs), and [here are tips on formatting docstrings](https://github.com/huggingface/transformers/tree/main/docs#writing-source-documentation).
- [ ] Did you write any new necessary tests?

 ### Who can review?
 @stevhliu , @MKhalusova , @abodacs, may you please review this PR?
 

Comments:
The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_33040). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.
[i18n-ar] add README_ar.md to README.md
Author: AhmedAlmaghz
Pull request: yes

 # What does this PR do? 
 Translate docs into Arabic issue-number #32435 
 @stevhliu , @MKhalusova , @abodacs 
 This pull request contains changes [**for file : README.md**](https://github.com/AhmedAlmaghz/transformers/blob/Update_README_md/README.md) 

Comments:
The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_32583). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.

LGTM 

Thanks @AhmedAlmaghz 

Thank you @stevhliu  on merged