Update README.md

README.md

@@ -66,12 +66,19 @@ The model expects the following features:
 ### 1. Install dependencies
 
 ```bash
-pip install xgboost scikit-learn pandas joblib
+pip install xgboost scikit-learn pandas joblib huggingface_hub
 import joblib
 import pandas as pd
+from huggingface_hub import hf_hub_download
 
-# Load the trained model
-model = joblib.load("xgb_test_score_model.pkl")
+# Download model file from Hugging Face repo
+model_path = hf_hub_download(
+    repo_id="mjpsm/test-score-predictor",
+    filename="xgb_test_score_model.pkl"
+)
+
+# Load the model
+model = joblib.load(model_path)
 
 # Example student
 student = pd.DataFrame([{