Update README.md

README.md

@@ -59,3 +59,17 @@ The following hyperparameters were used during training:
 - Pytorch 2.6.0+cu124
 - Datasets 3.2.0
 - Tokenizers 0.21.0
+
+
+## 📖 Citation
+
+```
+@misc{liu2025qfft,
+  title={QFFT, Question-Free Fine-Tuning for Adaptive Reasoning},
+  author={Wanlong Liu and Junxiao Xu and Fei Yu and Yukang Lin and Ke Ji and Wenyu Chen and Yan Xu and Yasheng Wang and Lifeng Shang and Benyou Wang},
+  year={2025},
+  eprint={2506.12860},
+  archivePrefix={arXiv},
+  primaryClass={cs.CL},
+  url={https://arxiv.org/abs/2506.12860},
+}