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Browse files- README.md +18 -3
- config.json +1 -0
- metrics.json +1 -0
- model.safetensors +3 -0
- optimizer.pt +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- tokenizer.json +1 -0
- tokenizer_config.json +1 -0
- training_args.json +1 -0
README.md
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# Deepfake Detector V10
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## Improvements over V9
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- 20% more data (12K samples vs 10K)
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- 10 NEW fake types (completely different patterns)
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- 5 epochs vs 3 (66% more training)
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- Lower LR (5e-5) for better fine-tuning
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- Stronger augmentation
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- All layers unfrozen (full learning)
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## Performance
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- V9: 99.95%
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- V10: 100.00%
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- Improvement: +0.05%
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- F1: 1.0000
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## Files
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All retraining files included. Ready for HuggingFace.
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config.json
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{"architecture": "tf_efficientnetv2_s", "dropout": 0.55}
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metrics.json
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{"version": "V10", "best_accuracy": 1.0, "best_f1": 1.0, "train_samples": 9600, "val_samples": 2400, "v9_baseline": 0.9995}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:0b4e4ee0b4a9b61d125f02d3f40bce71947476ec1aa32557c59b0814266b64eb
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size 84569652
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:8168f5a16e6a3a4283a5e9878b5ed93e072c7715c5fea36e277c9e8175794b86
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size 168118663
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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:3de93c31f9b682aad761922c523f8cb6a4a0aac1766ef3979d29fb231f44b569
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size 14391
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:dc908b86d4fed7874c852639322832204c2920a4ab87abdfc7d78505b9d34dc6
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size 1465
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tokenizer.json
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{"version": "V10", "type": "image"}
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tokenizer_config.json
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{"model_type": "image_classification", "version": "V10"}
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training_args.json
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{"target_real": 6000, "target_fake": 6000, "val_split": 0.2, "epochs": 5, "batch_size": 24, "learning_rate": 5e-05, "weight_decay": 0.0002, "dropout": 0.55, "label_smoothing": 0.2, "save_dir": "./deepfake_v10_model"}
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