Upload model card, weights, and evaluation artifacts

README.md

@@ -73,9 +73,20 @@ Additional side-by-side examples are included in `comparison_examples/`.
 ## Usage
 
 ```python
+from huggingface_hub import hf_hub_download
 from ultralytics import YOLO
 
-model = YOLO("hf://erayyapagci/yolo26n-question-segmentation")
+weights = hf_hub_download(repo_id="erayyapagci/yolo26n-question-segmentation", filename="best.pt")
+model = YOLO(weights)
+results = model("page.png", imgsz=1280, conf=0.25)
+```
+
+Direct URL loading also works:
+
+```python
+from ultralytics import YOLO
+
+model = YOLO("https://huggingface.co/erayyapagci/yolo26n-question-segmentation/resolve/main/best.pt")
 results = model("page.png", imgsz=1280, conf=0.25)
 ```