Update README.md

README.md

@@ -6,7 +6,22 @@ colorTo: indigo
 sdk: gradio
 sdk_version: 5.20.1
 app_file: app.py
-pinned: false
+pinned: true
+thumbnail: >-
+  https://cdn-uploads.huggingface.co/production/uploads/630dd4218df86f1e5beb2ed7/HxBP8tYFdNoLC-yM5Wufz.png
+short_description: A demo for exploring and analyzing large-scale model repos
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+This is a demo is a simplified version of the atlas described in the paper, ["Charting and Navigating Hugging Face's Model Atlas"](https://arxiv.org/abs/2503.10633)
+
+```
+@misc{horwitz2025chartingnavigatinghuggingfaces,
+      title={Charting and Navigating Hugging Face's Model Atlas}, 
+      author={Eliahu Horwitz and Nitzan Kurer and Jonathan Kahana and Liel Amar and Yedid Hoshen},
+      year={2025},
+      eprint={2503.10633},
+      archivePrefix={arXiv},
+      primaryClass={cs.LG},
+      url={https://arxiv.org/abs/2503.10633}, 
+}
+```