Upload README.md with huggingface_hub

README.md

@@ -64,11 +64,11 @@ The model was fine-tuned using the following:
 
 The model's performance was evaluated using the following metrics:
 
-- **Accuracy**: 85%
-- **Precision**: 87%
-- **Recall**: 83%
-- **F1-Score**: 85%
-
+- **Accuracy**: 80%
+- **Precision**: 0.81%
+- **Recall**: 0.79%
+- **F1-Score**: 0.80%
+ 
 ---
 
 ## Publishing on Hugging Face
@@ -81,16 +81,6 @@ The model and tokenizer were saved and uploaded to Hugging Face using the `huggi
    tokenizer.save_pretrained("darija-bert-model")
    ```
 
-2. Upload the model to Hugging Face:
-   ```python
-   from huggingface_hub import upload_folder
-
-   upload_folder(
-       folder_path="darija-bert-model",
-       repo_id="BenhamdaneNawfal/sentiment-analysis-darija",
-       repo_type="model"
-   )
-   ```
 
 ---
 
@@ -118,5 +108,5 @@ If you use this model, please cite it as:
 ---
 
 ## Contact
-For any questions or issues, feel free to contact me at: [your-email@example.com].
+For any questions or issues, feel free to contact me at: [n.benhamdane2003@gmail.com].