Add a model card to BarcodeMamba models (#1)

- Add a model card to BarcodeMamba models (dcb67267498c31759a2d88903898bd066d732060)
- Upload PDF and PNG posters (0514d2dc6d34e81aeab70ec08a6faa11e3df113d)
- Rename BarcodeMamba Poster.png to poster/BarcodeMamba Poster.png (d2b0a2065713f3a7cc6246147ae5c6849810a72b)
- Rename BarcodeMamba_Poster.pdf to poster/BarcodeMamba_Poster.pdf (f7079003da7e189babf5b400255eccf796216cca)


Co-authored-by: Tiancheng Gao <[email protected]>

.gitattributes

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 *.zip filter=lfs diff=lfs merge=lfs -text
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+BarcodeMamba[[:space:]]Poster.png filter=lfs diff=lfs merge=lfs -text
+BarcodeMamba_Poster.pdf filter=lfs diff=lfs merge=lfs -text

README.md

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----
-license: mit
----
+---
+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},

poster/BarcodeMamba_Poster.pdf

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