Improve model card: add pipeline tag, library name, language, license, paper, and code links

README.md

@@ -1,5 +1,11 @@
 ---
 base_model: ytu-ce-cosmos/Turkish-Llama-8b-DPO-v0.1
+language:
+- en
+- tr
+license: apache-2.0
+pipeline_tag: text-generation
+library_name: transformers
 tags:
 - text-generation-inference
 - transformers
@@ -8,9 +14,6 @@ tags:
 - trl
 - grpo
 - test-time-reinforcement-learning
-license: llama3
-language:
-- en
 ---
 
 <img src="https://huggingface.co/Metin/LLaMA-3-8B-Math-Majority-Vote-GRPO/resolve/main/llama_clones.png"
@@ -20,6 +23,9 @@ alt="A scene from a famous movie" width="800"/>
 
 Metin/LLaMA-3-8B-Math-Majority-Vote-GRPO is a [Test Time Reinforcement Learning (TTRL)](https://arxiv.org/abs/2504.16084) trained version of ytu-ce-cosmos/Turkish-Llama-8b-DPO-v0.1. It is trained on Turkish math word problems using GRPO method and a majority vote reward function.
 
+**Paper:** [TTRL: Test-Time Reinforcement Learning](https://huggingface.co/papers/2504.16084)
+**Code:** [https://github.com/PRIME-RL/TTRL](https://github.com/PRIME-RL/TTRL)
+
 ## Training Info
 
 - **Base Model**: [Turkish-Llama-8b-DPO-v0.1](https://huggingface.co/ytu-ce-cosmos/Turkish-Llama-8b-DPO-v0.1)
@@ -88,11 +94,11 @@ print(result)
 ```
 
 # Citation
-```
-@article{Metin,
-  title={Metin/LLaMA-3-8B-Math-Majority-Vote-GRPO},
-  author={Metin Usta},
-  year={2024},
-  url={https://huggingface.co/Metin/LLaMA-3-8B-Math-Majority-Vote-GRPO}
+```bibtex
+@article{zuo2025ttrl,
+  title={Ttrl: Test-time reinforcement learning},
+  author={Zuo, Yuxin and Zhang, Kaiyan and Qu, Shang and Sheng, Li and Zhu, Xuekai and Qi, Biqing and Sun, Youbang and Cui, Ganqu and Ding, Ning and Zhou, Bowen},
+  journal={arXiv preprint arXiv:2504.16084},
+  year={2025}
 }
 ```