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mbert-englishxdutch-cola

This model is a fine-tuned version of multilingual BERT on English Cola and Dutch CoLA. It achieves the following results on the evaluation set:

  • Loss: 0.9804
  • Accuracy: 0.6246
  • MCC: 0.2492

Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 4e-05
  • train_batch_size: 16
  • eval_batch_size: 16
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 6
  • EarlyStopping with patience 2
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