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t5-small-inglish

This model is a fine-tuned version of t5-small on the inglish dataset. It achieves the following results on the evaluation set:

  • Loss: 2.4875
  • Bleu: 6.6396
  • Gen Len: 18.706

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
  • train_batch_size: 8
  • eval_batch_size: 8
  • 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
2.9396 1.0 1088 2.5632 6.0855 18.7222
2.7585 2.0 2176 2.4875 6.6396 18.706

Framework versions

  • Transformers 4.26.1
  • Pytorch 1.13.1+cu116
  • Datasets 2.10.1
  • Tokenizers 0.13.2
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Evaluation results