Update README.md

README.md

@@ -34,6 +34,11 @@ model-index:
     - name: Accuracy
       type: accuracy
       value: 0.9754933764288157
+widget:
+  - text: 'Hi! I am jack. I live in California and I work for Apple '
+    example_title: Example 1
+  - text: 'Thi book is amazing! I bought it on Amazon for 4$. '
+    example_title: Example 2
 language:
 - en
 ---
@@ -53,15 +58,15 @@ It achieves the following results on the evaluation set:
 
 ## Model description
 
-More information needed
+Token classification experiment, NER, on business topics.
 
 ## Intended uses & limitations
 
-More information needed
+The model can be used on token classification, in particular NER. It is fine tuned on business topic.
 
 ## Training and evaluation data
 
-More information needed
+The dataset used is [ontonotes5](https://huggingface.co/datasets/tner/ontonotes5)
 
 ## Training procedure