t5vi-finetuned-en-to-vi
This model is a fine-tuned version of imthanhlv/t5vi on the mt_eng_vietnamese dataset. It achieves the following results on the evaluation set:
- Loss: 1.3827
- Bleu: 13.547
- Gen Len: 17.3719
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: 20
- eval_batch_size: 20
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 5
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
|---|---|---|---|---|---|
| 1.8026 | 1.0 | 6666 | 1.5907 | 10.9756 | 17.3231 |
| 1.6217 | 2.0 | 13332 | 1.4635 | 12.375 | 17.3444 |
| 1.5087 | 3.0 | 19998 | 1.4131 | 13.1828 | 17.3924 |
| 1.4446 | 4.0 | 26664 | 1.3915 | 13.5217 | 17.3617 |
| 1.4076 | 5.0 | 33330 | 1.3827 | 13.547 | 17.3719 |
Framework versions
- Transformers 4.19.1
- Pytorch 1.11.0+cu113
- Datasets 2.2.1
- Tokenizers 0.12.1
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Dataset used to train nttoanh/t5vi-finetuned-en-to-vi
Evaluation results
- Bleu on mt_eng_vietnameseself-reported13.547