Update README.md

README.md

@@ -7,4 +7,26 @@ base_model:
 pipeline_tag: image-segmentation
 tags:
 - code
+---
+
+## 📝 Description
+GeoPixel-7B is the model specific to the Grounded Conversation Generation (GCG) task. It is finetuned on GeoPixelD dataset.
+
+## 📚 Additional Resources
+- **Paper:** [ArXiv](https://arxiv.org/abs/2501.13925).
+- **GitHub Repository:** For training and updates: [GitHub - GeoPixel](https://github.com/mbzuai-oryx/GeoPixel).
+- **Project Page:** For a detailed overview, visit our [Project Page - GeoPixel](https://mbzuai-oryx.github.io/GeoPixel/).
+
+## Citation 📜
+
+```bibtex
+@article{shabbir2025geopixel,
+  title={GeoPixel : Pixel Grounding Large Multimodal Models in Remote Sensing}, 
+  author={Akashah Shabbir, Mohammed Zumri, Mohammed Bennamoun, Fahad S. Khan, Salman Khan},
+  journal={ArXiv},
+  year={2025},
+  url={https://arxiv.org/abs/2501.13925}
+}
+```
+
 ---