Update README.md

README.md

@@ -6,6 +6,43 @@ tags:
 - pytorch_model_hub_mixin
 ---
 
-This model has been pushed to the Hub using the [PytorchModelHubMixin](https://huggingface.co/docs/huggingface_hub/package_reference/mixins#huggingface_hub.PyTorchModelHubMixin) integration:
-- Library: https://github.com/THU-MIG/yoloe
-- Docs: [More Information Needed]
+### Model Description
+[YOLOE: Real-Time Seeing Anything](https://arxiv.org/abs/2503.07465)
+
+- arXiv: https://arxiv.org/abs/2503.07465
+- github: https://github.com/THU-MIG/yoloe
+
+### Installation
+```
+pip install git+https://github.com/THU-MIG/yoloe.git#subdirectory=third_party/CLIP
+pip install git+https://github.com/THU-MIG/yoloe.git#subdirectory=third_party/ml-mobileclip
+pip install git+https://github.com/THU-MIG/yoloe.git#subdirectory=third_party/lvis-api
+pip install git+https://github.com/THU-MIG/yoloe.git
+
+wget https://docs-assets.developer.apple.com/ml-research/datasets/mobileclip/mobileclip_blt.pt
+```
+
+### Prediction
+Please refer to https://github.com/THU-MIG/yoloe?tab=readme-ov-file#prediction.
+
+### Transferring
+Please refer to https://github.com/THU-MIG/yoloe?tab=readme-ov-file#transferring.
+
+### Validation
+Please refer to https://github.com/THU-MIG/yoloe?tab=readme-ov-file#validation.
+
+### Training
+Please refer to https://github.com/THU-MIG/yoloe?tab=readme-ov-file#training.
+
+### BibTeX Entry and Citation Info
+ ```
+@misc{wang2025yoloerealtimeseeing,
+      title={YOLOE: Real-Time Seeing Anything}, 
+      author={Ao Wang and Lihao Liu and Hui Chen and Zijia Lin and Jungong Han and Guiguang Ding},
+      year={2025},
+      eprint={2503.07465},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV},
+      url={https://arxiv.org/abs/2503.07465}, 
+}
+```