CK_T5

This model is a fine-tuned version of T5-small on the mt_eng_vietnamese dataset. It achieves the following results on the evaluation set:

  • Loss: 1.4489
  • Bleu: 0.1851
  • Gen Len: 18.751

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
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss Bleu Gen Len
1.6572 1.0 8333 1.5155 0.0992 18.7864
1.5895 2.0 16666 1.4489 0.1851 18.751

Framework versions

  • Transformers 4.29.1
  • Pytorch 2.0.0+cu118
  • Datasets 2.12.0
  • Tokenizers 0.13.3
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Dataset used to train trachi123/CK_T5

Evaluation results