Update README.md

README.md

@@ -23,7 +23,7 @@ pipeline_tag: text-generation
   <a href="https://github.com/agentica-project/rllm" style="margin: 2px;">
     <img alt="Code" src="https://img.shields.io/badge/RLLM-000000?style=for-the-badge&logo=github&logoColor=000&logoColor=white" style="display: inline-block; vertical-align: middle;"/>
   </a>
-  <a href="https://www.google.com" target="_blank" style="margin: 2px;">
+  <a href="https://pretty-radio-b75.notion.site/DeepCoder-A-Fully-Open-Source-14B-Coder-at-O3-mini-Level-1cf81902c14680b3bee5eb349a512a51" 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_" style="margin: 2px;">
@@ -68,6 +68,7 @@ DeepCoder generalizes better to long contexts than the base distilled model, due
 | --- | --- | --- | --- |
 | **DeepCoder-14B-Preview** | 45.6 | 57.9 | 60.6 |
 | **DeepSeek-R1-Distill-Qwen-14B** | 50.2 | 53.0 | 53.0 |
+
 A more detailed description of the training recipe can be found in our [blog post](https://www.google.com).
 
 ## Evaluation
@@ -98,6 +99,14 @@ This permissive license ensures that researchers, developers, and enthusiasts wo
 - Our model is trained on top of [`DeepSeek-R1-Distill-Qwen-1.5B`](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B).
 - Our work is done as part of  [Berkeley Sky Computing Lab](https://skycomputing.berkeley.edu/) and [Berkeley AI Research](https://bair.berkeley.edu/).
 
-## Citation 
+## Citation
+
 ```bibtex
+@misc{deepcoder2025,
+  title={DeepCoder: A Fully Open-Source 14B Coder at O3-mini Level},
+  author={Michael Luo, Sijun Tan, Roy Huang, Xiaoxiang Shi, Rachel Xin, Colin Cai, Ameen Patel, Alpay Ariyak, Qingyang Wu, Ce Zhang, Li Erran Li, Raluca Ada Popa, Ion Stoica, Tianjun Zhang},
+  howpublished={\url{https://pretty-radio-b75.notion.site/DeepCoder-A-Fully-Open-Source-14B-Coder-at-O3-mini-Level-1cf81902c14680b3bee5eb349a512a51}},
+  note={Notion Blog},
+  year={2025}
+}
 ```