What is a typical Model size?

The typical model size can vary significantly based on the type and complexity of the model. For instance, smaller models like those used for simple tasks might range from a few megabytes to several hundred megabytes, while state-of-the-art deep learning models, such as large language models and vision Transformers, can exceed several gigabytes or even hundreds of gigabytes. In practice, the size often reflects the amount of data used for training, the number of parameters, and the intended application. As technology advances, model sizes continue to grow, pushing the boundaries of computational requirements and storage.