Update README.md

README.md

@@ -1,10 +1,34 @@
 ---
 datasets:
 - amazon_polarity
+base_model: bert-tiny
+model-index:
+- name: tinybert-sentiment-amazon 
+  results:
+  - task:
+      type: text-classification
+      name: Text Classification
+    dataset:
+      name: amazon_polarity
+      type: sentiment
+      args: default
+    metrics:
+    - type: accuracy
+      value: 0.942
+      name: Accuracy
+    - type: loss
+      value: 0.153
+      name: Loss
+    - type: f1
+      value: 0.940
+      name: F1
 ---
 # tinybert-sentiment-amazon
 
-This model is a fine-tuned version of [bert-tiny](prajjwal1/bert-tiny) on [amazon-polarity dataset](https://huggingface.co/datasets/amazon_polarity).
+This model is a fine-tuned version of [bert-tiny](prajjwal1/bert-tiny) on [amazon-polarity dataset](https://huggingface.co/datasets/amazon_polarity). It achieves the following results on the evaluation set:
+* Loss: 0.153
+* Accuracy: 0.942
+* F1_score: 0.940
 
 ## Model description