Update README.md

README.md

@@ -46,8 +46,7 @@ The benchmark is built from **1,152 manually curated images** spanning nine cult
 * **Bangla Dialects**: Barishal, Chittagong, Noakhali, Rangpur, and Sylhet.
 
 ### Cultural Domains
-The dataset encapsulates Bengali identity through nine carefully selected domains:
-* Culture, Food, History, Media & Movies, National Achievements, Nature, Personalities, Politics, and Sports.
+The dataset encapsulates Bengali identity through nine carefully selected domains: _Culture, Food, History, Media & Movies, National Achievements, Nature, Personalities, Politics, and Sports_.
 
 ---
 
@@ -58,6 +57,39 @@ The dataset encapsulates Bengali identity through nine carefully selected domain
 
 ---
 
+💻 All the codes, resources, and evaluation scripts are available on the [Project Website](https://labib1610.github.io/BanglaVerse).
+
+💾 Downloading the Full Corpus
+
+You can easily download and use the BANGLA VERSE dataset in multiple ways:
+
+🔹 **Option 1: Using the 🤗 Datasets Library**
+
+```python
+from datasets import load_dataset
+
+# Load a specific configuration of the BANGLA VERSE dataset (e.g., regional_dialects)
+dataset = load_dataset("FaiyazAbdullah114708/BanglaVerse", "regional_dialects")
+
+# Access an example (Chittagong dialect)
+print(dataset['chittagong'][0])
+```
+
+🔹 **Option 2: Clone Directly from Hugging Face**
+
+You can also clone the repository directly using Git LFS:
+
+```bash
+git lfs install
+git clone [https://huggingface.co/datasets/FaiyazAbdullah114708/BanglaVerse](https://huggingface.co/datasets/FaiyazAbdullah114708/BanglaVerse)
+```
+
+🔹 **Option 3: Manual Download**
+
+Visit the dataset page and use the “Download Dataset” button: 👉 https://huggingface.co/datasets/FaiyazAbdullah114708/BanglaVerse
+
+---
+
 ## Citation
 If you use this dataset or benchmark in your research, please cite:
 
@@ -67,4 +99,5 @@ If you use this dataset or benchmark in your research, please cite:
   author={Sayeedi, Nurul Labib and Sayeedi, Md. Faiyaz Abdullah and Dipta, Shubhashis Roy and Tabassum, Rubaya and Hridoy, Ariful Ekraj and Mahmood, Mehraj and Sobhani, Mahbub E and Hasan, Md. Tarek and Shatabda, Swakkhar},
   journal={arXiv preprint arXiv:2603.21165},
   year={2026}
-}
+}
+```