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domenicrosati/opus-mt-es-en-scielo

sourceHugging Faceapache-2.0updated 4y agoView on Hugging Face
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opus-mt-es-en-scielo

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

  • —Loss: 1.2593
  • —Bleu: 40.8788

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: 5.6e-05
  • —trainbatchsize: 16
  • —evalbatchsize: 16
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 2
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossBleu
1.42771.0100011.347340.5849
1.20072.0200021.314641.3308

Framework versions

  • —Transformers 4.18.0
  • —Pytorch 1.11.0
  • —Datasets 2.1.0
  • —Tokenizers 0.12.1