Subsequent calls load the data instantly from your local cache. 2. Using the Hugging Face CLI
If you'd like to dive deeper into a specific format, tell me: Are you working with ? Do you need to filter the data before downloading? download a dataset from huggingface
You only need the unique identifier of the dataset (e.g., glue , squad , or imagenet-1k ). Subsequent calls load the data instantly from your
For small files or quick inspections, you can use the Hugging Face UI: Do you need to filter the data before downloading
huggingface-cli download username/dataset-name --local-dir ./my-data --repo-type dataset Use code with caution. 3. Direct Download via Snapshot
from huggingface_hub import snapshot_download # Download only specific file types (e.g., just the Parquet files) snapshot_download( repo_id="username/dataset-name", repo_type="dataset", allow_patterns="*.parquet", local_dir="data/" ) Use code with caution. 4. Downloading Private Datasets
Navigate to the tab on any dataset page. Click the download icon next to the file name. This is useful for README.md files or small sample sets. Key Considerations