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====================================================================== MODEL 4.1: mBERT Fine-tuning Summary ====================================================================== Member: 4 Date: 2025-12-25 10:36:58 SPECIFICATION COMPLIANCE: Model: bert-base-multilingual-cased Max Length: 128 Batch Size: 16 Learning Rate: 2e-05 Epochs: 3/5 Seed: 42 (reproducibility) TEST RESULTS (FINAL): Macro F1: 0.6448 Macro Precision: 0.6496 Macro Recall: 0.6441 Weighted F1: 0.7570 Accuracy: 0.7542 TRAINING TIME: Total: 23.11 minutes Per Epoch: 277.29s |