README update

README.md

@@ -1,3 +1,27 @@
----
-license: mit
----
+---
+license: mit
+---
+
+## BioAnalyst: A Foundation Model for Biodiversity
+
+Here you can find the model weights of BioAnalyst Foundation Model (BFM).
+
+We will update the latest model weights in due time.
+
+For more information, please visit our [github repository](https://github.com/BioDT/bfm-model)
+
+[Link to our paper](https://arxiv.org/abs/2507.09080)
+
+If you like our work, please consider citing us as follows:
+
+```
+@misc{trantas2025bioanalystfoundationmodelbiodiversity,
+      title={BioAnalyst: A Foundation Model for Biodiversity}, 
+      author={Athanasios Trantas and Martino Mensio and Stylianos Stasinos and Sebastian Gribincea and Taimur Khan and Damian Podareanu and Aliene van der Veen},
+      year={2025},
+      eprint={2507.09080},
+      archivePrefix={arXiv},
+      primaryClass={cs.AI},
+      url={https://arxiv.org/abs/2507.09080}, 
+}
+```