{
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  "architecture": "AVERFormerV4",
  "corpus": "CREMA-D",
  "num_classes": 6,
  "emotions": [
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    "neutral",
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  "audio_backbone": "microsoft/wavlm-large",
  "video_backbone": "MCG-NJU/videomae-large",
  "text_backbone": "microsoft/deberta-v3-large",
  "fusion_layers": 2,
  "lora_r": 16,
  "unfreeze_audio": 0,
  "unfreeze_video": 0,
  "unfreeze_text": 0,
  "fusion_dim": 512,
  "use_text": true,
  "audio_format": {
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    "channels": 1,
    "expected_seconds": "4.0 (rolling buffer; flexible)"
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  "video_format": {
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    "height": 224,
    "width": 224,
    "imagenet_mean": [
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    "imagenet_std": [
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    "value_range": "[0, 1]"
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  "text_format": {
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    "max_length": 320,
    "n_ctx_turns": 5,
    "speaker_embedding": true
  },
  "select_metric": "wF1",
  "source_checkpoint": "best.pth",
  "training_script": "train_v5_spec.py / train_v6_supcon.py / train_v10_mcncl.py",
  "val_score": 0.8320558803202199,
  "best_epoch": 12,
  "seed": 100
}