config.json

{
  "model_name": "DeepFake Detector V14",
  "version": "14.0",
  "architecture": "Weighted Ensemble",
  "total_parameters": "699M",
  "description": "Ensemble of 3 V13 models with weighted averaging",
  "models": [
    {
      "id": 1,
      "name": "Model 13.1",
      "backbone": "convnext_large",
      "parameters": "198M",
      "dropout": 0.3,
      "f1_score": 0.8971,
      "ensemble_weight": 0.25,
      "file": "model_1.safetensors"
    },
    {
      "id": 2,
      "name": "Model 13.2",
      "backbone": "vit_large_patch16_224",
      "parameters": "304M",
      "dropout": 0.35,
      "f1_score": 0.9382,
      "ensemble_weight": 0.35,
      "file": "model_2.safetensors"
    },
    {
      "id": 3,
      "name": "Model 13.3",
      "backbone": "swin_large_patch4_window7_224",
      "parameters": "197M",
      "dropout": 0.3,
      "f1_score": 0.9586,
      "ensemble_weight": 0.4,
      "file": "model_3.safetensors"
    }
  ],
  "ensemble": {
    "method": "weighted_average",
    "weights": [
      0.25,
      0.35,
      0.4
    ],
    "expected_f1": 0.9360850000000001
  },
  "usage": {
    "preprocessing": {
      "image_size": 224,
      "normalization": {
        "mean": [
          0.485,
          0.456,
          0.406
        ],
        "std": [
          0.229,
          0.224,
          0.225
        ]
      }
    },
    "inference": "Load all 3 models, get predictions, compute weighted average"
  },
  "predecessor": "ash12321/deepfake-detector-v13"
}