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MODEL 4.1: mBERT Fine-tuning Summary
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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