Update README.md

README.md

@@ -4,4 +4,27 @@ library_name: transformers
 
 # STILL-3-TOOL-32B
 
-We propose [**STILL-3-Tool-32B**](https://huggingface.co/RUC-AIBOX/STILL-3-TOOL-32B), leveraging python code to help the reasoning process. During evaluation, **STILL-3-Tool-32B** achieves **81.70%** accuracy on AIME 2024, matching the performance of **o3-mini**, outperforming **o1** and **DeepSeek-R1**. **We open-source our [code](https://github.com/RUCAIBox/Slow_Thinking_with_LLMs), [model](https://huggingface.co/RUC-AIBOX/STILL-3-TOOL-32B), and [data](https://huggingface.co/datasets/RUC-AIBOX/STILL-3-TOOL-32B-Data).** For more details, please refer to our [**Notion page**](https://lake-bayberry-173.notion.site/Empowering-Reasoning-Models-with-Wings-Tool-Manipulation-Significantly-Enhances-the-Reasoning-Abili-1a6ab1cf72428023a105c16eec90968e).
+<p align="center">
+  <img src="STILL-3-TOOL-32B.png" width="666"/>
+</p>
+
+We propose [**STILL-3-Tool-32B**](https://huggingface.co/RUC-AIBOX/STILL-3-TOOL-32B), leveraging python code to help the reasoning process.
+
+During evaluation, **STILL-3-Tool-32B** achieves **81.70%** accuracy on AIME 2024, matching the performance of **o3-mini**, outperforming **o1** and **DeepSeek-R1**.
+
+**We open-source our [code](https://github.com/RUCAIBox/Slow_Thinking_with_LLMs), [model](https://huggingface.co/RUC-AIBOX/STILL-3-TOOL-32B), and [data](https://huggingface.co/datasets/RUC-AIBOX/STILL-3-TOOL-32B-Data).**
+
+For more details, please refer to our [**Notion page**](https://lake-bayberry-173.notion.site/Empowering-Reasoning-Models-with-Wings-Tool-Manipulation-Significantly-Enhances-the-Reasoning-Abili-1a6ab1cf72428023a105c16eec90968e).
+
+## Citation
+
+Please kindly cite our report if they are helpful for your research.
+
+```
+@article{Slow_Thinking_with_LLMs_3_Tool,
+  title={Tool Manipulation Significantly Enhances the Reasoning Ability of O1- and R1-like LLMs},
+  author={RUCAIBox STILL Team},
+  url={https://github.com/RUCAIBox/Slow_Thinking_with_LLMs},
+  year={2025}
+}
+```