Update README.md

README.md

@@ -11,11 +11,13 @@ tags: []
 
 ## Model Details
 
- - eval_loss    : 0.03441721946001053,
- - eval_accuracy: 0.991941391941392,
- - eval_f1-score: 0.9919413227394245,
+ - eval_loss    : 0.02619364485144615,
+ - eval_accuracy: 0.9941391941391942,
+ - eval_f1-score: 0.9941391909936754,
  - epoch : 2.0
 
+
+
 ```
 Classification Report:
               precision    recall  f1-score   support
@@ -28,8 +30,11 @@ Classification Report:
 weighted avg       0.99      0.99      0.99      2730
 ````
 
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/65cf6fed0954f06e47d97e56/iTsf9imsdWtxtRaiMa5On.png)
+
+
 #### Clean Function 
- - I used it when I tested the model and it gave good results when cleaning.
+ - I used it when I tested manual the model and it gave good results when cleaning.
  ```python
 import re
 import html