Add a model card to BarcodeMamba models

Added the link to paper, poster, GitHub repository and citation

README.md

@@ -1,3 +1,24 @@
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-license: mit
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+---
+license: mit
+---
+
+# BarcodeMamba for Taxonomic Classification
+
+A performant and efficient Mamba-2-based foundation model for DNA barcodes in biodiversity analysis.
+
+- Check out our [paper](https://openreview.net/forum?id=6ohFEFTr10)
+- Check out our [poster](https://neurips.cc/media/PosterPDFs/NeurIPS%202024/105938.png)
+
+# Usage 
+The pretrained models can be used for both taxonomic classification on seen species (fine-tune & linear probe) and making genus-level predictions on unseen species (1-NN probe). The instructions for using our models can be found at our [GitHub repository](https://github.com/bioscan-ml/BarcodeMamba).
+
+# Citation
+
+If you find BarcodeMamba useful, please consider citing:
+```
+@inproceedings{
+gao2024barcodemamba,
+title={BarcodeMamba: State Space Models for Biodiversity Analysis},
+author={Tiancheng Gao and Graham W.~Taylor},
+booktitle={{NeurIPS} 2024 Workshop on Foundation Models for Science: Progress, Opportunities, and Challenges},
+year={2024},