Update README.md

README.md

@@ -1,3 +1,19 @@
----
-license: apache-2.0
----
+---
+license: apache-2.0
+---
+Mol-VL is a Vision-Language Model for Optical Chemical Structure Understanding (OCSU).
+
+To take advantage of existing pretrained VLMs, we adopt the weights from Qwen2-VL. Mol-VL-7B is further finetuned on [Vis-CheBI20](https://huggingface.co/datasets/PharMolix/Vis-CheBI20) training set.
+
+For technical details, please refer to [OCSU](https://arxiv.org/pdf/2501.15415). Training and evaluation scripts will be available recently, stay tuned!
+
+If you find our work useful in your research, please consider citing:
+
+```
+@article{fan2025ocsu,
+  title={OCSU: Optical Chemical Structure Understanding for Molecule-centric Scientific Discovery},
+  author={Fan, Siqi and Xie, Yuguang and Cai, Bowen and Xie, Ailin and Liu, Gaochao and Qiao, Mu and Xing, Jie and Nie, Zaiqing},
+  journal={arXiv preprint arXiv:2501.15415},
+  year={2025}
+}
+```