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metadata
license: apache-2.0
base_model: google-t5/t5-base
tags:
  - generated_from_trainer
metrics:
  - bleu
model-index:
  - name: finetuned-t5-base-opus-books-Translation
    results: []

finetuned-t5-base-opus-books-Translation

This model is a fine-tuned version of google-t5/t5-base on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 1.1735
  • Bleu: 8.192
  • Gen Len: 17.4913

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: 8e-05
  • train_batch_size: 48
  • eval_batch_size: 48
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 3
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss Bleu Gen Len
1.631 1.0 2383 1.2324 7.7383 17.4974
1.2903 2.0 4766 1.1847 8.0455 17.4891
1.3611 3.0 7149 1.1735 8.192 17.4913

Framework versions

  • Transformers 4.38.2
  • Pytorch 2.2.1+cu121
  • Datasets 2.18.0
  • Tokenizers 0.15.2