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marian-finetuned-kde4-en-to-ko

This model is a fine-tuned version of Helsinki-NLP/opus-mt-tc-big-en-ko on the kde4 dataset. It achieves the following results on the evaluation set:

  • Loss: 4.1884
  • Bleu: 6.0084

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 2e-05
  • train_batch_size: 32
  • eval_batch_size: 64
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 3

Training results

Framework versions

  • Transformers 4.31.0
  • Pytorch 2.0.1+cu118
  • Datasets 2.14.0
  • Tokenizers 0.13.3
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Dataset used to train chunwoolee0/marian-finetuned-kde4-en-to-ko

Evaluation results