bataknese_to_indonesian_translation_model

This model is a fine-tuned version of facebook/nllb-200-distilled-600M on the nusatranslation_mt dataset. It achieves the following results on the evaluation set:

  • Loss: 1.1353
  • Sacrebleu: 38.1114
  • Gen Len: 37.3265

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: 5e-05
  • train_batch_size: 4
  • eval_batch_size: 16
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_ratio: 0.1
  • num_epochs: 5

Training results

Training Loss Epoch Step Validation Loss Sacrebleu Gen Len
1.36 1.0 1650 1.2432 34.4418 37.63
1.0823 2.0 3300 1.1404 36.8766 37.312
0.9761 3.0 4950 1.1281 37.9027 37.2895
0.8241 4.0 6600 1.1267 38.1879 37.1395
0.7579 5.0 8250 1.1353 38.1114 37.3265

Framework versions

  • Transformers 4.34.1
  • Pytorch 2.1.0+cu118
  • Datasets 2.13.1
  • Tokenizers 0.14.1
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Evaluation results