Update README.md

README.md

@@ -23,7 +23,7 @@ base_model:
   <a href="https://github.com/agentica-project/deepscaler" target="_blank" style="margin: 2px;">
     <img alt="Code" src="https://img.shields.io/badge/DeepScaleR-000000?style=for-the-badge&logo=github&logoColor=000&logoColor=white" style="display: inline-block; vertical-align: middle;"/>
   </a>
-  <a href="https://www.notion.so/DeepScaleR-Scaling-R1-Models-with-Reinforcement-Learning-1891e65ddc7f80ad8cc6dbe0069a66fa?pvs=4" target="_blank" style="margin: 2px;">
+  <a href="https://pretty-radio-b75.notion.site/DeepScaleR-Surpassing-O1-Preview-with-a-1-5B-Model-by-Scaling-RL-19681902c1468005bed8ca303013a4e2" target="_blank" style="margin: 2px;">
     <img alt="Blog" src="https://img.shields.io/badge/Notion-%23000000.svg?style=for-the-badge&logo=notion&logoColor=white" style="display: inline-block; vertical-align: middle;"/>
   </a>
   <a href="https://x.com/Agentica_" target="_blank" style="margin: 2px;">
@@ -108,7 +108,7 @@ This permissive license ensures that researchers, developers, and enthusiasts wo
   title={DeepScaleR: Surpassing O1-Preview with a 1.5B Model by Scaling RL},
   author={Michael Luo and Sijun Tan and Justin Wong and Xiaoxiang Shi and William Tang and Manan Roongta and Colin Cai and Jeffrey Luo and Tianjun Zhang and Erran Li and Raluca Ada Popa and Ion Stoica},
   year={2025},
-  howpublished={\url{}},
+  howpublished={\url{https://pretty-radio-b75.notion.site/DeepScaleR-Surpassing-O1-Preview-with-a-1-5B-Model-by-Scaling-RL-19681902c1468005bed8ca303013a4e2}},
   note={Notion Blog}
   year={2025}
 }