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I kindly suggest using version 2 of the model
-> https://huggingface.co/prithivMLmods/Deep-Fake-Detector-v2-Model

or

I have updated the model to SigLIP2 for single-label classification, which is significantly better than the previous one because the older model was outdated. The dataset used to train the ViT-based model was around 5-6 years old, whereas the new dataset is much more recent, with the oldest entries being only 1.5 to 2 years old. As a result, the new model has a higher accuracy rate and performs better overall.
-> https://huggingface.co/prithivMLmods/Deepfake-Real-Class-Siglip2