File size: 1,167 Bytes
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"model_name": "bert-philosophy-classifier",
"base_model": "maximuspowers/bert-philosophy-adapted",
"dataset": "maximuspowers/philosophai-papers-labeled",
"training_samples": 2097,
"validation_samples": 262,
"test_samples": 263,
"num_epochs": 500,
"learning_rate": 2e-05,
"batch_size": 16,
"contrastive_weight": 0.2,
"test_results": {
"loss": 0.5529536008834839,
"exact_match_accuracy": 0.39543726235741444,
"macro_precision": 0.48673324944951246,
"macro_recall": 0.2821097027243954,
"macro_f1": 0.3389521243273359,
"micro_precision": 0.8050847457627118,
"micro_recall": 0.4947916666666667,
"micro_f1": 0.6129032258064516,
"hamming_loss": 0.05367926638335943,
"runtime": 1.31,
"samples_per_second": 200.761,
"steps_per_second": 25.191
},
"philosophy_schools": [
"Effective Altruism",
"Existentialism",
"Idealism",
"Empiricism",
"Utilitarianism",
"Stoicism",
"Rationalism",
"Pragmatism",
"Cynicism",
"Confucianism",
"Hedonism",
"Deontology",
"Fanaticism",
"Nihilism",
"Absurdism",
"Transcendentalism",
"Machiavellanism"
]
} |