my_awesome_opus_books_model
This model is a fine-tuned version of t5-small on the None dataset. It achieves the following results on the evaluation set:
- Loss: 2.6475
- Bleu: 0.1725
- Gen Len: 18.2133
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: 64
- eval_batch_size: 64
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
|---|---|---|---|---|---|
| 3.2463 | 1.0 | 1169 | 2.8190 | 0.1363 | 18.3062 |
| 3.0482 | 2.0 | 2338 | 2.6825 | 0.1606 | 18.2202 |
| 2.9607 | 3.0 | 3507 | 2.6475 | 0.1725 | 18.2133 |
Framework versions
- Transformers 4.35.2
- Pytorch 2.1.1
- Datasets 2.15.0
- Tokenizers 0.15.0
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Model tree for hongjing0312/my_awesome_opus_books_model
Base model
google-t5/t5-small