Update README.md

README.md

@@ -11,4 +11,24 @@ pipeline_tag: text-classification
 tags:
 - persina
 - text-classification
----
+---
+
+
+# Fine-tuned BERT for Persian Comment Discrepancy Classification
+
+This project fine-tunes a BERT model to classify Persian comments into two categories: complaints about bad delivery (`True`) and non-complaints (`False`). The model is trained on the [Labeled Persian Comments](https://www.kaggle.com/datasets/alirezaazizkhani/labeled-persian-comments) dataset.
+
+## Key Metrics
+
+- **Accuracy**: 95.89%
+- **F1 Score**: 95.62%
+
+## Code
+
+The full code is available on [Kaggle](https://www.kaggle.com/code/alirezaazizkhani/finetune-bert-for-discrepancy/).
+
+## Installation
+
+1. Install dependencies:
+ ```bash
+ pip install transformers datasets scikit-learn