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my_translator_vi-en

This model is a fine-tuned version of VietAI/vit5-base on the mt_eng_vietnamese dataset. It achieves the following results on the evaluation set:

  • Loss: 3.3819
  • Bleu: 2.6085
  • Gen Len: 18.36

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: 4
  • eval_batch_size: 4
  • 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
3.9425 1.0 667 3.5155 2.3213 17.32
3.2655 2.0 1334 3.3819 2.6085 18.36

Framework versions

  • Transformers 4.34.1
  • Pytorch 2.1.0+cu118
  • Datasets 2.14.5
  • Tokenizers 0.14.1
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Finetuned from

Dataset used to train huythai855/my_translator_vi-en

Evaluation results