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translate_model_fixed_v0.3

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marian
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metadata
license: apache-2.0
base_model: gshields/translate_model_error_v0.3
tags:
  - generated_from_trainer
metrics:
  - bleu
model-index:
  - name: translate_model_fixed_v0.3
    results: []

translate_model_fixed_v0.3

This model is a fine-tuned version of gshields/translate_model_error_v0.3 on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 2.6959
  • Bleu: 31.572
  • Gen Len: 17.2919

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: 2

Training results

Training Loss Epoch Step Validation Loss Bleu Gen Len
2.8709 1.0 505 2.7024 32.1837 17.2438
2.637 2.0 1010 2.6959 31.572 17.2919

Framework versions

  • Transformers 4.33.1
  • Pytorch 2.0.1+cu117
  • Datasets 2.14.5
  • Tokenizers 0.13.3