Overview

The how-to guides offer a more comprehensive overview of all the tools 🤗 Datasets offers and how to use them. This will help you tackle messier real-world datasets where you may need to manipulate the dataset structure or content to get it ready for training.

The guides assume you are familiar and comfortable with the 🤗 Datasets basics. We recommend newer users check out our tutorials first.

The guides are organized into six sections:

• General usage: Functions for general dataset loading and processing. The functions shown in this section are applicable across all dataset modalities.
• Audio: How to load, process, and share audio datasets.
• Vision: How to load, process, and share image datasets.
• Text: How to load, process, and share text datasets.
• Tabular: How to load, process, and share tabular datasets.
• Dataset repository: How to share and upload a dataset to the Hub.

If you have any questions about 🤗 Datasets, feel free to join and ask the community on our forum.