Create README.md

README.md

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+---
+# For reference on model card metadata, see the spec: https://github.com/huggingface/hub-docs/blob/main/modelcard.md?plain=1
+# Doc / guide: https://huggingface.co/docs/hub/model-cards
+{}
+---
+Offical checkpoint for DualGPT in [Dual Modalities of Text: Visual and Textual Generative Pre-training](https://arxiv.org/abs/2404.10710).
+## Model Description
+[More Information Needed]
+
+## Citation
+```
+@article{chai2024dual,
+  title={Dual Modalities of Text: Visual and Textual Generative Pre-training},
+  author={Chai, Yekun and Liu, Qingyi and Xiao, Jingwu and Wang, Shuohuan and Sun, Yu and Wu, Hua},
+  journal={arXiv preprint arXiv:2404.10710},
+  year={2024}
+}
+```