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spark-name-ko-to-en

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metadata
license: apache-2.0
base_model: Helsinki-NLP/opus-mt-ko-en
tags:
  - generated_from_trainer
metrics:
  - bleu
model-index:
  - name: spark-name-ko-to-en
    results: []

spark-name-ko-to-en

This model is a fine-tuned version of Helsinki-NLP/opus-mt-ko-en on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 2.4324
  • Bleu: 30.5816
  • Gen Len: 6.1941

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: 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: 5

Training results

Training Loss Epoch Step Validation Loss Bleu Gen Len
2.7868 1.0 1600 2.6489 25.4319 6.0272
2.2568 2.0 3200 2.5093 28.9719 6.1966
1.9649 3.0 4800 2.4551 29.4623 6.2478
1.8127 4.0 6400 2.4383 30.4409 6.1909
1.6878 5.0 8000 2.4324 30.5816 6.1941

Framework versions

  • Transformers 4.41.0
  • Pytorch 2.3.0+cu121
  • Datasets 2.19.1
  • Tokenizers 0.19.1