[Featured spaces] add dedicated page for featured spaces

docs/hub/_toctree.yml

@@ -370,6 +370,8 @@
     title: Spaces Configuration Reference
   - local: spaces-oauth
     title: Sign-In with HF button
+  - local: spaces-featured
+    title: Featured Spaces
   - local: spaces-changelog
     title: Spaces Changelog
   - local: spaces-advanced

docs/hub/spaces-featured.md

@@ -0,0 +1,22 @@
+# Featured Spaces
+
+Hugging Face highlights certain Spaces to make it easier for you to discover high-quality demos and examples built by the community.
+
+## Author-owned Spaces
+
+Model, Dataset, and Paper pages can include a section showing the Spaces that use or reference that resource. A star icon identifies author-owned Spaces, which are official demos or examples created by the resource’s author.
+
+<div class="flex justify-center">
+<img class="block dark:hidden" src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/author-owned-spaces-light.png"/>
+<img class="hidden dark:block" src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/author-owned-spaces-dark.png"/>
+</div>
+
+
+## Spaces of the Week
+
+<a href="https://huggingface.co/spaces/" target="_blank">Spaces of the Week</a> are a curated weekly selection of standout Spaces chosen by the Hugging Face team.
+
+<div class="flex justify-center">
+<img class="block dark:hidden" src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/SOTW-light.png"/>
+<img class="hidden dark:block" src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/SOTW-dark.png"/>
+</div>