Update README.md

README.md

@@ -3,4 +3,34 @@ 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".
+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
+
+```
+@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}, 
+}
+```