Update README.md

README.md

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 This model was converted to GGUF format from [`Krystalan/DRT-8B`](https://huggingface.co/Krystalan/DRT-8B) using llama.cpp via the ggml.ai's [GGUF-my-repo](https://huggingface.co/spaces/ggml-org/gguf-my-repo) space.
 Refer to the [original model card](https://huggingface.co/Krystalan/DRT-8B) for more details on the model.
 
+---
+This repository contains the resources for our paper "DRT-o1: Optimized Deep Reasoning Translation via Long Chain-of-Thought"
+
+Updates:
+2024.12.31: We updated our paper with more detals and analyses. Check it out!
+2024.12.31: We released the testing set of our work, please refer to data/test.jsonl
+2024.12.30: We released a new model checkpoint using Llama-3.1-8B-Instruct as the backbone, i.e., 🤗 DRT-o1-8B
+2024.12.24: We released our paper. Check it out!
+2024.12.23: We released our model checkpoints. 🤗 DRT-o1-7B and 🤗 DRT-o1-14B.
+If you find this work is useful, please consider cite our paper:
+
+@article{wang2024drt,
+  title={DRT-o1: Optimized Deep Reasoning Translation via Long Chain-of-Thought},
+  author={Wang, Jiaan and Meng, Fandong and Liang, Yunlong and Zhou, Jie},
+  journal={arXiv preprint arXiv:2412.17498},
+  year={2024}
+}
+
+---
 ## Use with llama.cpp
 Install llama.cpp through brew (works on Mac and Linux)