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This model is a fine-tuned version of pdelobelle/robbert-v2-dutch-base on GroNLP/dutch-cola. It achieves the following results on the evaluation set:

  • Loss: 0.5884
  • Accuracy: 0.78

Training Hyperparameters

The following hyperparameters were used during training:

  • learning rate: 2e-05
  • train_batch_size: 16
  • eval_batch_size: 16
  • seed: 42
  • num_epochs=3

Training results

Training Loss Epoch Step Validation Loss Accuracy
0.5359 1.0 1244 0.6437 0.7196
0.3556 2.0 2488 0.5884 0.78
0.2545 3.0 3732 0.7075 0.7796
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Dataset used to train WideMan/robbert_dutch-cola