Improve contributing docs

Author: melissawm

docs/development/contribute_docs.md

@@ -16,36 +16,52 @@
 
 # Contribute to documentation
 
-The MaxText documentation website is built using [Sphinx](https://www.sphinx-doc.org) and [MyST](https://myst-parser.readthedocs.io/en/latest/). Documents are written in [MyST Markdown syntax](https://myst-parser.readthedocs.io/en/latest/syntax/typography.html#syntax-core).
+The MaxText documentation website is built using [Sphinx](https://www.sphinx-doc.org)
+and [MyST](https://myst-parser.readthedocs.io/en/latest/). Documents are written
+in [MyST Markdown syntax](https://myst-parser.readthedocs.io/en/latest/syntax/typography.html#syntax-core).
 
 ## Building the documentation locally (optional)
 
-If you are writing documentation for MaxText, you may want to preview the documentation site locally to ensure things work as expected before a deployment to Read The Docs.
+If you are writing documentation for MaxText, you may want to preview the
+documentation site locally to ensure things work as expected before a deployment
+to [Read The Docs](https://readthedocs.org/).
 
-First, make sure you [install MaxText from source](install-from-source) and install the necessary dependencies. You can do this by navigating to your local clone of the MaxText repo and running:
+First, make sure you [install MaxText from source](install-from-source) and
+install the necessary dependencies. You can do this by navigating to your local
+clone of the MaxText repo and running:
 
 ```bash
 pip install -r src/dependencies/requirements/requirements_docs.txt
 ```
 
-Once the dependencies are installed, you can navigate to the `docs/` folder and run:
+Once the dependencies are installed, you can navigate to the `docs/` folder and
+run:
 
 ```bash
 sphinx-build -b html . _build/html
 ```
 
-This will generate the documentation in the `docs/_build/html` directory. These files can be opened in a web browser directly, or you can use a simple HTTP server to serve the files. For example, you can run:
+This will generate the documentation in the `docs/_build/html` directory. These
+files can be opened in a web browser directly, or you can use a simple HTTP
+server to serve the files. For example, you can run:
 
 ```bash
 python -m http.server -d _build/html
 ```
 
-Then, open your web browser and navigate to `http://localhost:8000` to view the documentation.
+Then, open your web browser and navigate to `http://localhost:8000` to view the
+documentation.
 
 ## Adding new documentation files
 
-If you are adding a new document, make sure it is included in the `toctree` directive corresponding to the section where the new document should live. For example, if adding a new tutorial, make sure it is listed in [the `docs/tutorials.md`](https://github.com/AI-Hypercomputer/maxtext/blob/7070e8eecbea8951c8e5281219ce797c8df1441f/docs/tutorials.md?plain=1#L38) toctree.
+If you are adding a new document, make sure it is included in the `toctree`
+directive corresponding to the section where the new document should live. For
+example, if adding a new tutorial, make sure it is listed in
+[the `docs/tutorials.md`](https://github.com/AI-Hypercomputer/maxtext/blob/7070e8eecbea8951c8e5281219ce797c8df1441f/docs/tutorials.md?plain=1#L38)
+toctree.
 
 ## Documentation deployment
 
-The MaxText documentation is deployed to [https://maxtext.readthedocs.io](https://maxtext.readthedocs.io) on any successful merge to the main branch.
+The MaxText documentation is deployed to
+[https://maxtext.readthedocs.io](https://maxtext.readthedocs.io) on any
+successful merge to the main branch.