Update README.md

README.md

@@ -2,8 +2,23 @@
 tags:
 - model_hub_mixin
 - pytorch_model_hub_mixin
+pipeline_tag: object-detection
 ---
 
-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: [More Information Needed]
-- Docs: [More Information Needed]
+# LeYOLO
+
+### LeYOLO Medium weights - HuggingFace integration
+
+Github: https://github.com/LilianHollard/LeYOLO
+
+Paper: https://arxiv.org/abs/2406.14239
+
+Minimal example:
+
+```
+#clone github
+#inside LeYOLO folder, load LeYOLO weights (nano, small, medium or large)
+model = YOLO.from_pretrained("lhollard/leyolo-medium")
+#use ultralytics CLI and Python tools
+results = model.val(data="ultralytics/cfg/datasets/coco8.yaml")
+```