Update README.md

README.md

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 Thank you for your interest in TFRBench! To participate in the leaderboard, please follow the directory structure and schema below to format your model predictions.
 
+## How to Download the Data
+
+You can download the dataset using the `huggingface_hub` library:
+
+```python
+from huggingface_hub import snapshot_download
+# Download the entire repository
+snapshot_download(repo_id="AtikAhamed/TFRBench", repo_type="dataset", local_dir="./my_local_data")
+```
+
 ## Public Inputs (What you receive)
 
 You will be provided with public input JSON files. Each file is a list of objects containing historical data and the timestamps for which you need to predict.