sdg-activity-classifier / training_metadata.json
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{
"base_model": "microsoft/deberta-v3-small",
"mode": "binary",
"epochs": 5,
"learning_rate": 2e-05,
"batch_size": 32,
"gradient_accumulation_steps": 1,
"warmup_ratio": 0.1,
"weight_decay": 0.01,
"max_length": 256,
"label_smoothing": 0.15,
"class_weights": [
0.9379903674125671,
1.062009572982788
],
"seed": 42,
"train_size": 3951,
"val_size": 1909,
"test_size": 2140,
"train_label_dist": {
"NOT_ACTION": 2098,
"ACTION": 1853
},
"test_f1_macro": 0.8683538522408523,
"test_f1_action": 0.853220696937698,
"test_accuracy": 0.8700934579439252,
"num_labels": 2,
"label_map": {
"NEUTRAL": 0,
"POLICY": 0,
"ACTION": 1
}
}