[Run 20260605_235503] Log metrics
Browse files
metrics/run_20260605_235503_metrics.json
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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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}
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