finetuned-mt5-small / README.md
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metadata
language:
  - en
  - ro
license: apache-2.0
tags:
  - generated_from_trainer
datasets:
  - wmt16
metrics:
  - bleu
model-index:
  - name: finetuned-mt5-small
    results:
      - task:
          name: Translation
          type: translation
        dataset:
          name: wmt16 ro-en
          type: wmt16
          args: ro-en
        metrics:
          - name: Bleu
            type: bleu
            value: 23.6759

finetuned-mt5-small

This model is a fine-tuned version of google/mt5-small on the wmt16 ro-en dataset. It achieves the following results on the evaluation set:

  • Loss: 1.6328
  • Bleu: 23.6759
  • Gen Len: 43.6993

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: 12
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 10.0

Training results

Framework versions

  • Transformers 4.20.1
  • Pytorch 1.12.0+cu102
  • Datasets 2.3.2
  • Tokenizers 0.12.1