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README.md

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-license: apache-2.0
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+---
+license: apache-2.0
+---
+
+# CTRL: Critic Training via Reinforcement Learning
+CTRL-32B is a critic LLM finetuned from [Qwen2.5-Coder-32B-Instruct](https://huggingface.co/Qwen/Qwen2.5-Coder-32B-Instruct).
+
+- **Project Page:** https://critic-rl.github.io/
+- **Paper:** https://arxiv.org/abs/2502.03492
+
+# Citation
+
+```bibtex
+@article{xie2025teaching,
+  title={Teaching Language Models to Critique via Reinforcement Learning},
+  author={Xie, Zhihui and Chen, Liyu and Mao, Weichao and Xu, Jingjing and Kong, Lingpeng and others},
+  journal={arXiv preprint arXiv:2502.03492},
+  year={2025}
+}
+```