Update README.md

README.md

@@ -122,12 +122,19 @@ pip install onnxruntime-gpu onnx pillow numpy
 
 ### Inference / Инференс
 
-```python
+``python
 import onnxruntime as ort
 import onnx
 import numpy as np
 from PIL import Image
 import json
+from huggingface_hub import hf_hub_download
+
+# Download model from HuggingFace (cached automatically)
+MODEL_PATH = hf_hub_download(
+    repo_id="AugustLabs/Author_ID",
+    filename="author_id_500.onnx"
+)
 
 class AuthorID:
     """
@@ -194,8 +201,8 @@ class AuthorID:
 
 # === Example Usage ===
 if __name__ == "__main__":
-    # Initialize (once)
-    model = AuthorID("author_id_500.onnx")
+    # Initialize (once) — model downloads automatically
+    model = AuthorID(MODEL_PATH)
     
     # Predict
     results = model.predict("your_image.jpg", top_k=5)