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======================================================================
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MODEL 4.2: XLM-RoBERTa with Data Augmentation
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======================================================================
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Date: 2025-12-25 16:18:05
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SPECIFICATION:
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Model: xlm-roberta-large
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Batch Size: 8 (Grad Accum: 2)
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Learning Rate: 1e-05
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Max Length: 128
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Epochs: 3/5
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Seed: 42
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Augmentation: Yes (Target minority 5%)
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DATA AUGMENTATION:
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Original train size: 15699
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Augmented train size: 16156
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Samples added: 457
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TEST RESULTS:
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Macro F1: 0.6822
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Weighted F1: 0.7843
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Accuracy: 0.7832
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TRAINING TIME:
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Total: 81.88 minutes
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Per epoch: 982.5s
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