Merge branch 'release' into release_unit2_improvements

.github/workflows/build_documentation.yml

@@ -14,6 +14,6 @@ jobs:
       package: course
       path_to_docs: course/chapters/
       additional_args: --not_python_module
-      languages: ar bn de en es fa fr gj he hi id it ja ko ne pl pt ru rum th tr vi zh-CN zh-TW
+      languages: ar bn de en es fa fr gj he hi id it ja ko ne pl pt ru rum te th tr vi zh-CN zh-TW
     secrets:
       hf_token: ${{ secrets.HF_DOC_BUILD_PUSH }}

.github/workflows/build_pr_documentation.yml

@@ -16,4 +16,4 @@ jobs:
       package: course
       path_to_docs: course/chapters/
       additional_args: --not_python_module
-      languages: ar bn de en es fa fr gj he hi id it ja ko ne pl pt ru rum th tr vi zh-CN zh-TW
+      languages: ar bn de en es fa fr gj he hi id it ja ko ne pl pt ru rum te th tr vi zh-CN zh-TW

README.md

@@ -21,12 +21,13 @@ This repo contains the content that's used to create the **[Hugging Face course]
 | [Korean](https://huggingface.co/course/ko/chapter1/1) (WIP)                   | [`chapters/ko`](https://github.com/huggingface/course/tree/main/chapters/ko)       | [@Doohae](https://github.com/Doohae), [@wonhyeongseo](https://github.com/wonhyeongseo), [@dlfrnaos19](https://github.com/dlfrnaos19), [@nsbg](https://github.com/nsbg)                                                                                                                                                                                                                                                                                                                     |
 | [Portuguese](https://huggingface.co/course/pt/chapter1/1) (WIP)               | [`chapters/pt`](https://github.com/huggingface/course/tree/main/chapters/pt)       | [@johnnv1](https://github.com/johnnv1), [@victorescosta](https://github.com/victorescosta), [@LincolnVS](https://github.com/LincolnVS)                                                                                                                                                                                                                   |
 | [Russian](https://huggingface.co/course/ru/chapter1/1) (WIP)                  | [`chapters/ru`](https://github.com/huggingface/course/tree/main/chapters/ru)       | [@pdumin](https://github.com/pdumin), [@svv73](https://github.com/svv73), [@blademoon](https://github.com/blademoon)                                                                                                                                                                                                                                                                                 |
+| [Telugu]( https://huggingface.co/course/te/chapter0/1 ) (WIP)                                                             | [`chapters/te`](https://github.com/huggingface/course/tree/main/chapters/te)       | [@Ajey95](https://github.com/Ajey95)                                    
 | [Thai](https://huggingface.co/course/th/chapter1/1) (WIP)                     | [`chapters/th`](https://github.com/huggingface/course/tree/main/chapters/th)       | [@peeraponw](https://github.com/peeraponw), [@a-krirk](https://github.com/a-krirk), [@jomariya23156](https://github.com/jomariya23156), [@ckingkan](https://github.com/ckingkan)                                                                                                                                                                         |
 | [Turkish](https://huggingface.co/course/tr/chapter1/1) (WIP)                  | [`chapters/tr`](https://github.com/huggingface/course/tree/main/chapters/tr)       | [@tanersekmen](https://github.com/tanersekmen), [@mertbozkir](https://github.com/mertbozkir), [@ftarlaci](https://github.com/ftarlaci), [@akkasayaz](https://github.com/akkasayaz)                                                                                                                                                                       |
 | [Vietnamese](https://huggingface.co/course/vi/chapter1/1)               | [`chapters/vi`](https://github.com/huggingface/course/tree/main/chapters/vi)       | [@honghanhh](https://github.com/honghanhh)                                                                                                                                                                                                                                                                                                               |
 | [Chinese (simplified)](https://huggingface.co/course/zh-CN/chapter1/1)  | [`chapters/zh-CN`](https://github.com/huggingface/course/tree/main/chapters/zh-CN) | [@zhlhyx](https://github.com/zhlhyx), [petrichor1122](https://github.com/petrichor1122), [@1375626371](https://github.com/1375626371)                                                                                                                                                                                                                    |
 | [Chinese (traditional)](https://huggingface.co/course/zh-TW/chapter1/1) (WIP) | [`chapters/zh-TW`](https://github.com/huggingface/course/tree/main/chapters/zh-TW) | [@davidpeng86](https://github.com/davidpeng86)                                                                                                                                                                                                                                                                                                           |
-
+| [Romanian](https://huggingface.co/course/rum/chapter1/1) (WIP) | [`chapters/rum`](https://github.com/huggingface/course/tree/main/chapters/rum) | [@Sigmoid](https://github.com/SigmoidAI), [@eduard-balamatiuc](https://github.com/eduard-balamatiuc), [@FriptuLudmila](https://github.com/FriptuLudmila), [@tokyo-s](https://github.com/tokyo-s), [@hbkdesign](https://github.com/hbkdesign)                                                                                                                                                                                                                                                                                                             |
 
 ### Translating the course into your language
 

chapters/en/_toctree.yml

@@ -14,7 +14,7 @@
   - local: chapter1/4
     title: How do Transformers work?
   - local: chapter1/5
-    title: How 🤗 Transformers solve tasks
+    title: Solving Tasks with Transformers
   - local: chapter1/6
     title: Transformer Architectures
   - local: chapter1/7
@@ -46,6 +46,8 @@
   - local: chapter2/7
     title: Basic usage completed!
   - local: chapter2/8
+    title: Optimized Inference Deployment
+  - local: chapter2/9
     title: End-of-chapter quiz
     quiz: 2