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Browse files- config.json +31 -0
config.json
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{
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"model_type": "bart_with_classifier",
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"base_model": "facebook/bart-large",
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"num_labels": 1884,
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"dropout": 0.1,
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"task": "multi_label_classification",
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"domain": "bibliographic_classification",
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"language": "de",
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"classification_system": "BK (Basisklassifikation)",
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"performance": {
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"subset_accuracy": 0.257,
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"mcc": 0.498,
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"f1_micro": 0.479,
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"f1_macro": 0.214,
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"precision_micro": 0.661,
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"recall_micro": 0.376,
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"precision_macro": 0.338,
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"recall_macro": 0.175
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},
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"training_details": {
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"approach": "two_stage_fine_tuning",
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"stage1_epochs": 15,
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"stage2_epochs": 15,
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"batch_size": 64,
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"learning_rate": 2e-05,
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"dataset_size": 250831,
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"train_split": 0.7,
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"val_split": 0.15,
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"test_split": 0.15
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}
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}
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