README.md

---
datasets:
- yangyz1230/space
---

This is the official implementation of the ICML 2025 poster paper "SPACE: Your Genomic Profile Predictor is a Powerful DNA Foundation Model".

## Usage

You should first download the source code from github:
```
git clone https://github.com/ZhuJiwei111/SPACE
cd SPACE
```

Then you can access the model through:
```
from model.modeling_space import Space

model_name_or_path = "yangyz1230/space"
model = Space.from_pretrained(model_name_or_path)
```

## Citation

```
@inproceedings{yang2025space,
      title={{SPACE}: Your Genomic Profile Predictor is a Powerful {DNA} Foundation Model},
      author={Zhao Yang and Jiwei Zhu and Bing Su},
      booktitle={Forty-second International Conference on Machine Learning},
      year={2025},
      url={https://openreview.net/forum?id=o4L9y4Jetm}
}
```

```
@misc{yang2025spacegenomicprofilepredictor,
      title={SPACE: Your Genomic Profile Predictor is a Powerful DNA Foundation Model}, 
      author={Zhao Yang and Jiwei Zhu and Bing Su},
      year={2025},
      eprint={2506.01833},
      archivePrefix={arXiv},
      primaryClass={cs.LG},
      url={https://arxiv.org/abs/2506.01833}, 
}
```