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training_results.json
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{
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"args": {
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"model_name": null,
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"encoder_model_name": "answerdotai/ModernBERT-base",
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"audio_model_name": "facebook/wav2vec2-base-960h",
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"save_path": "models/emo-gliclass-audio-bi-1-wds-0.015-red-sum",
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"data_path": "datasets/processed_dataset.json",
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"problem_type": "multi_label_classification",
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"pooler_type": "first",
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"scorer_type": "simple",
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"architecture_type": "audio-bi-encoder",
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"normalize_features": true,
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"extract_text_features": false,
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"prompt_first": true,
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"use_lstm": false,
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"squeeze_layers": false,
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"shuffle_labels": true,
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"num_epochs": 1,
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"batch_size": 8,
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"encoder_lr": 1e-05,
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"others_lr": 1e-05,
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"encoder_weight_decay": 0.015,
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"others_weight_decay": 0.015,
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"warmup_ratio": 0.05,
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"lr_scheduler_type": "cosine",
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"focal_loss_alpha": 0.9,
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"focal_loss_gamma": 2.5,
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"contrastive_loss_coef": 0.0,
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"max_length": 1024,
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"save_steps": 720,
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"save_total_limit": 3,
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"num_workers": 12,
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"fp16": false
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},
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"eval_metrics": {
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"eval_loss": 1.1119344234466553,
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"eval_accuracy": 0.85234375,
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"eval_precision": 0.8347429327943167,
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"eval_recall": 0.85234375,
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"eval_f1": 0.8413624188086402,
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"eval_runtime": 15.7319,
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"eval_samples_per_second": 81.363,
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"eval_steps_per_second": 10.17,
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"epoch": 1.0
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}
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}
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