Update README.md

README.md

@@ -45,4 +45,26 @@ generated_ids = [
 ]
 
 response = tokenizer.batch_decode(generated_ids, skip_special_tokens=True)[0]
+```
+
+## Reference
+
+For more detailed information about the model, we encourage you to refer to our paper:
+
+- **DistilQwen2.5: Industrial Practices of Training Distilled Open Lightweight Language Models**  
+  Chengyu Wang, Junbing Yan, Yuanhao Yue, Jun Huang  
+  [arXiv:2504.15027](https://arxiv.org/abs/2504.15027)
+
+You can cite the paper using the following citation format:
+
+```bibtex
+@misc{wang2025distilqwen25industrialpracticestraining,
+      title={DistilQwen2.5: Industrial Practices of Training Distilled Open Lightweight Language Models}, 
+      author={Chengyu Wang and Junbing Yan and Yuanhao Yue and Jun Huang},
+      year={2025},
+      eprint={2504.15027},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2504.15027}
+}
 ```