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
- Bleu on mt_eng_vietnamesetest set self-reported0.185