The researchers have also introduced a technique called "key locking" to prevent overfitting when fine-tuning an existing model. This technique allows the AI to make associations between specific and generic elements, improving its ability to work with images. Despite the complexities involved, it is expected that future tools will integrate this functionality.
Key takeaways:
- NVidia researchers have developed a text-to-image model called Perfusion, which is 100KB in size and takes four minutes to train.
- The model specializes in customizing photos, but its small size and quick training are a bit misleading as the results still use the usual giant model.
- The researchers have introduced a technique called 'key locking' to avoid overfitting when fine-tuning an existing model, which helps the AI to work better with the image.
- The article suggests that future tools will likely integrate this kind of functionality, allowing users to customize their AI models more effectively.