Update README.md

README.md

@@ -69,8 +69,7 @@ The ATHAR dataset is a comprehensive collection of classical Arabic texts transl
 
 ## 📚 Datasets Summary
 
-The ATHAR dataset is divided into two main subsets: test data and training data.
-
+> The ATHAR dataset is divided into two main subsets: test data and training data.
 
    | Name             | Description                                                                                                             |
    |------------------|-------------------------------------------------------------------------------------------------------------------------|
@@ -83,7 +82,7 @@ The ATHAR dataset is divided into two main subsets: test data and training data.
 
 ## 📋 Dataset Structure
 
-Each entry in the dataset is represented by a row with the following fields:
+> Each entry in the dataset is represented by a row with the following fields:
 
    | Field     | Description                                                                                                 |
    |-----------|-------------------------------------------------------------------------------------------------------------|
@@ -93,6 +92,15 @@ Each entry in the dataset is represented by a row with the following fields:
 
 
 
+## 📁 Loading The Dataset
+You can download the dataset directly from HuggingFace or use the following code:
+
+```python
+from datasets import load_dataset
+
+athar = load_dataset("mohamed-khalil/ATHAR")
+```
+