results.json

{
    "eval_loss": 0.5905242562294006,
    "eval_f1": 0.8826408362261805,
    "eval_precision": 0.8831544921011432,
    "eval_recall": 0.8833041439338409,
    "eval_runtime": 32.3446,
    "eval_samples_per_second": 108.859,
    "eval_steps_per_second": 36.297,
    "epoch": 5.0,
    "test_results": {
        "eval_loss": 0.6048845052719116,
        "eval_f1": 0.8779557099705664,
        "eval_precision": 0.8815461641716381,
        "eval_recall": 0.8771328012904707,
        "eval_runtime": 27.4018,
        "eval_samples_per_second": 128.495,
        "eval_steps_per_second": 42.844,
        "epoch": 5.0
    },
    "label_mapping": {
        "0": "No Poverty",
        "1": "Zero Hunger",
        "2": "Good Health and Well-Being",
        "3": "Quality Education",
        "4": "Gender Equality",
        "5": "Clean Water and Sanitation",
        "6": "Affordable and Clean Energy",
        "7": "Decent Work and Economic Growth",
        "8": "Industry, Innovation, and Infrastructure",
        "9": "Reduced Inequalities",
        "10": "Sustainable Cites and Communities",
        "11": "Responsible Consumption and Production",
        "12": "Climate Action",
        "13": "Life Below Water",
        "14": "Life on Land",
        "15": "Peace, Justice, and Strong Institutions"
    },
    "emissions": 0.0103417205310519,
    "test_report": "                                          precision    recall  f1-score   support\n\n                              No Poverty       0.77      0.88      0.82       186\n                             Zero Hunger       0.82      0.90      0.86       125\n              Good Health and Well-Being       0.95      0.98      0.97       277\n                       Quality Education       0.94      0.95      0.95       355\n                         Gender Equality       0.94      0.96      0.95       365\n              Clean Water and Sanitation       0.92      0.94      0.93       201\n             Affordable and Clean Energy       0.89      0.93      0.91       287\n         Decent Work and Economic Growth       0.71      0.64      0.67       136\nIndustry, Innovation, and Infrastructure       0.86      0.81      0.83       239\n                    Reduced Inequalities       0.77      0.60      0.68       143\n       Sustainable Cites and Communities       0.89      0.84      0.86       194\n  Responsible Consumption and Production       0.88      0.88      0.88        80\n                          Climate Action       0.86      0.84      0.85       167\n                        Life Below Water       0.99      0.94      0.96       114\n                            Life on Land       0.92      0.97      0.94       191\n Peace, Justice, and Strong Institutions       1.00      0.98      0.99       461\n\n                                accuracy                           0.90      3521\n                               macro avg       0.88      0.88      0.88      3521\n                            weighted avg       0.90      0.90      0.90      3521\n",
    "val_report": "                                          precision    recall  f1-score   support\n\n                              No Poverty       0.83      0.88      0.86       187\n                             Zero Hunger       0.86      0.92      0.89       124\n              Good Health and Well-Being       0.95      0.95      0.95       278\n                       Quality Education       0.94      0.96      0.95       354\n                         Gender Equality       0.93      0.95      0.94       365\n              Clean Water and Sanitation       0.92      0.97      0.94       200\n             Affordable and Clean Energy       0.92      0.91      0.92       286\n         Decent Work and Economic Growth       0.73      0.68      0.70       135\nIndustry, Innovation, and Infrastructure       0.91      0.86      0.88       239\n                    Reduced Inequalities       0.79      0.69      0.74       144\n       Sustainable Cites and Communities       0.86      0.86      0.86       194\n  Responsible Consumption and Production       0.77      0.72      0.75        80\n                          Climate Action       0.84      0.89      0.86       167\n                        Life Below Water       0.92      0.97      0.94       115\n                            Life on Land       0.95      0.95      0.95       191\n Peace, Justice, and Strong Institutions       0.99      0.98      0.99       462\n\n                                accuracy                           0.91      3521\n                               macro avg       0.88      0.88      0.88      3521\n                            weighted avg       0.91      0.91      0.91      3521\n"
}