Updating code for predict entities

README.md

@@ -52,10 +52,12 @@ This model is fine-tuned on the grocery-ner-dataset to identify 14 different cat
 ## Usage Example
 
 ```python
+!pip install gliner
+
 from gliner import GLiNER
 
 # Load model
-model = GLiNER.from_pretrained("empathyai/grocery-ner-model")
+model = GLiNER.from_pretrained("empathyai/gliner_large-v2.5-groceries")
 
 labels = [
     "Fruits Vegetables",
@@ -78,7 +80,7 @@ labels = [
 text = "I need to buy milk, bread, and fresh apples"
 
 # Get predictions
-predictions = model.predict(text, labels=labels)
+predictions = model.predict_entities(text, labels=labels)
 print(predictions)
 ```