Update README.md

README.md

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 </details>
 
+## Dataset
+
+The dataset used in this project is `saudinewsnet`. It can be loaded using the following command:
+
+```python
+from datasets import load_dataset
+dataset = load_dataset("saudinewsnet")
+```
+
+
+For more information, visit the [Hugging Face dataset page](https://huggingface.co/datasets/inparallel/saudinewsnet)
+
+## Dataset Details:
+### Name: saudinewsnet
+### Description: This dataset contains news articles in Arabic from various domains, primarily focused on Saudi news.
+Source: [Hugging Face dataset page](https://huggingface.co/datasets/inparallel/saudinewsnet)
+
+
 ## Training hyperparameters
 
 * calculate_probabilities: True