Update README.md

README.md

@@ -50,6 +50,24 @@ It achieves the following results on the evaluation set:
 - F1: 0.9371
 - Accuracy: 0.9859
 
+# Usage
+```
+from transformers import pipeline
+import json
+
+model_checkpoint = "./bert-finetuned-ner4"
+token_classifier = pipeline(
+    "token-classification", model=model_checkpoint, aggregation_strategy="simple"
+)
+
+with open('./assets/test2.json', 'r') as json_file:
+    data = json.load(json_file)
+
+for item in data:
+    print(item)
+    print(token_classifier(item)) 
+```
+
 ## Model description
 
 More information needed