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Tutorials

Before You Begin

Before reading tutorials in this tab, you may need to first check the Get Started tab to follow the Installation guidance to install the latest tinybig and its dependency packages.

Also you are recommended to read the Quickstart Tutorial to get familiar with the basic modules and models provided in the AIGVE toolkit before reading tutorials in this tab.

The tutorials in this tab are primarily prepared based on the AIGVE-Tool paper. We recommend reading that paper first for detailed technical information about the AIGVE toolkit.

Tutorial Organization

The tutorials are organized into two sections.

  • Beginner's Tutorials

    The Beginner's Tutorials focus on the fundamental concepts, components, modules, and tasks about the AIGVE model, which are organized as follows:

    1. Tutorials about configuration files.
    2. Tutorials about dataset preparation.
    3. Tutorials about customizable dataloaders.
    4. Tutorials about modular metrics.
    5. Tutorial about Running AIGV Evaluations

    Get started

  • Advanced Tutorials

    The Advanced Tutorials focus on more advanced topics about AIGVE related to the design pattern and philosophy of the framework.

    1. Tutorials about the AIGVE Loop.

    More information...