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[Run 20260605_235503] Log metrics

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metrics/run_20260605_235503_metrics.json ADDED
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+ {
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+ "run_id": "20260605_235503",
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+ "hyperparameters": {
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+ "model_architecture": "aubmindlab/bert-base-arabertv2",
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+ "task": "sequence-classification",
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+ "dataset": "Arabic Hate Speech",
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+ "learning_rate": 3e-05,
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+ "batch_size": 16,
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+ "num_epochs": 3,
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+ "max_seq_length": 128,
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+ "early_stopping_patience": 2,
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+ "optimizer": "AdamW",
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+ "seed": 42
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+ },
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+ "per_epoch_results": [
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+ {
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+ "epoch": 1,
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+ "train_loss": 0.2090068015559887,
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+ "val_loss": 0.18567448195442557,
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+ "val_accuracy": 0.9295,
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+ "val_f1": 0.93097405498692,
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+ "val_precision": 0.9380544767525866,
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+ "val_recall": 0.9295
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+ },
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+ {
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+ "epoch": 2,
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+ "train_loss": 0.0802065824691827,
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+ "val_loss": 0.20281024437304587,
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+ "val_accuracy": 0.92975,
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+ "val_f1": 0.9313440300209913,
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+ "val_precision": 0.9397859146511265,
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+ "val_recall": 0.92975
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+ },
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+ {
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+ "epoch": 3,
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+ "train_loss": 0.12720121968719178,
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+ "val_loss": 0.6160321259200573,
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+ "val_accuracy": 0.82525,
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+ "val_f1": 0.8313591428238776,
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+ "val_precision": 0.8577250757962904,
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+ "val_recall": 0.82525
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+ }
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+ ],
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+ "best_val_f1": 0.9313440300209913,
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+ "best_epoch": 2,
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+ "notes": "Stopped early. LR=3e-05, Batch=16"
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+ }