UPDATE Documentation for #TRANSLATING.md Documentation into Multiple Languages.(Changes made) (#34226)

* Update TRANSLATING.md

* Apply suggestions from code review

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

* Update TRANSLATING.md

---------

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

docs/TRANSLATING.md

@@ -1,57 +1,70 @@
-### Translating the Transformers documentation into your language
+# Translating the Transformers documentation into your language
 
-As part of our mission to democratize machine learning, we'd love to make the Transformers library available in many more languages! Follow the steps below if you want to help translate the documentation into your language 🙏.
+As part of our mission to democratize machine learning, we aim to make the Transformers library available in many more languages! Follow the steps below to help translate the documentation into your language.
 
-**🗞️ Open an issue**
+## Open an Issue
 
-To get started, navigate to the [Issues](https://github.com/huggingface/transformers/issues) page of this repo and check if anyone else has opened an issue for your language. If not, open a new issue by selecting the "Translation template" from the "New issue" button.
+1. Navigate to the Issues page of this repository.
+2. Check if anyone has already opened an issue for your language.
+3. If not, create a new issue by selecting the "Translation template" from the "New issue" button.
+4. Post a comment indicating which chapters you’d like to work on, and we’ll add your name to the list.
 
-Once an issue exists, post a comment to indicate which chapters you'd like to work on, and we'll add your name to the list.
+## Fork the Repository
 
-
-**🍴 Fork the repository**
-
-First, you'll need to [fork the Transformers repo](https://docs.github.com/en/get-started/quickstart/fork-a-repo). You can do this by clicking on the **Fork** button on the top-right corner of this repo's page.
-
-Once you've forked the repo, you'll want to get the files on your local machine for editing. You can do that by cloning the fork with Git as follows:
+1. First, fork the Transformers repo by clicking the Fork button in the top-right corner.
+2. Clone your fork to your local machine for editing with the following command:
 
     ```bash
     git clone https://github.com/YOUR-USERNAME/transformers.git
     ```
    
-**📋 Copy-paste the English version with a new language code**
+   Replace `YOUR-USERNAME` with your GitHub username.
 
-The documentation files are in one leading directory:
+## Copy-paste the English version with a new language code
 
-- [`docs/source`](https://github.com/huggingface/transformers/tree/main/docs/source): All the documentation materials are organized here by language.
+The documentation files are organized in the following directory:
 
-You'll only need to copy the files in the [`docs/source/en`](https://github.com/huggingface/transformers/tree/main/docs/source/en) directory, so first navigate to your fork of the repo and run the following:
+- **docs/source**: This contains all documentation materials organized by language.
+
+To copy the English version to your new language directory:
+
+1. Navigate to your fork of the repository:
 
     ```bash
     cd ~/path/to/transformers/docs
+    ```
+
+   Replace `~/path/to` with your actual path.
+
+2. Run the following command:
+
+    ```bash
     cp -r source/en source/LANG-ID
     ```
 
-Here, `LANG-ID` should be one of the ISO 639-1 or ISO 639-2 language codes -- see [here](https://www.loc.gov/standards/iso639-2/php/code_list.php) for a handy table.
+   Replace `LANG-ID` with the appropriate ISO 639-1 or ISO 639-2 language code (see [this table](https://en.wikipedia.org/wiki/List_of_ISO_639-1_codes) for reference).
 
-**✍️ Start translating**
+## Start translating
 
-The fun part comes - translating the text!
+Begin translating the text!
 
-The first thing we recommend is translating the part of the `_toctree.yml` file that corresponds to your doc chapter. This file is used to render the table of contents on the website. 
+1. Start with the `_toctree.yml` file that corresponds to your documentation chapter. This file is essential for rendering the table of contents on the website.
 
-> 🙋 If the `_toctree.yml` file doesn't yet exist for your language, you can create one by copy-pasting from the English version and deleting the sections unrelated to your chapter. Just make sure it exists in the `docs/source/LANG-ID/` directory!
+    - If the `_toctree.yml` file doesn’t exist for your language, create one by copying the English version and removing unrelated sections.
+    - Ensure it is placed in the `docs/source/LANG-ID/` directory.
 
-The fields you should add are `local` (with the name of the file containing the translation; e.g. `autoclass_tutorial`), and `title` (with the title of the doc in your language; e.g. `Load pretrained instances with an AutoClass`) -- as a reference, here is the `_toctree.yml` for [English](https://github.com/huggingface/transformers/blob/main/docs/source/en/_toctree.yml):
+    Here’s an example structure for the `_toctree.yml` file:
 
     ```yaml
     - sections:
-  - local: pipeline_tutorial # Do not change this! Use the same name for your .md file
-    title: Pipelines for inference # Translate this!
+      - local: pipeline_tutorial # Keep this name for your .md file
+        title: Pipelines for Inference # Translate this
         ...
-  title: Tutorials # Translate this!
+      title: Tutorials # Translate this
     ```
 
-Once you have translated the `_toctree.yml` file, you can start translating the [MDX](https://mdxjs.com/) files associated with your docs chapter.
+2. Once you’ve translated the `_toctree.yml`, move on to translating the associated MDX files.
 
-> 🙋 If you'd like others to help you with the translation, you should [open an issue](https://github.com/huggingface/transformers/issues) and tag @stevhliu.
+## Collaborate and share
+
+If you'd like assistance with your translation, open an issue and tag `@stevhliu`. Feel free to share resources or glossaries to ensure consistent terminology.