Update README.md

README.md

@@ -12,4 +12,38 @@ tags:
 - code
 ---
 
-We release the 4B model trained with [Critique-Coder](https://github.com/TIGER-AI-Lab/Critique-Coder).
+## Model
+We release the 4B model trained with [Critique-Coder](https://github.com/TIGER-AI-Lab/Critique-Coder).
+
+## Data
+Data Construction Pipeline is shown:
+
+![pipeline](https://github.com/TIGER-AI-Lab/Critique-Coder/blob/main/assets/images/dataset.png?raw=true)
+
+## Paper
+[Critique-Coder: Enhancing Coder Models by Critique Reinforcement Learning](https://huggingface.co/papers/2509.22824)
+
+## Project Page
+https://tiger-ai-lab.github.io/Critique-Coder
+
+## Code
+https://github.com/TIGER-AI-Lab/Critique-Coder
+
+## Sample Usage
+
+You can download this dataset using the Hugging Face CLI:
+
+```bash
+hf download Critique-Coder/rStar-Critique-Data --local-dir ./data/critique-coder-dataset --repo dataset
+```
+
+## Citation
+```
+@article{ruan2025critiquecoder,
+    title={Critique-Coder: Enhancing Coder Models by Critique Reinforcement Learning},
+    author={Ruan, Chi and Jiang, Dongfu and Wang, Yubo and Chen, Wenhu},
+    journal={ArXiv},
+    year={2025},
+    volume={2509.22824}
+}
+```