my_awesome_opus_books_model
This model is a fine-tuned version of t5-base on the opus_books dataset. It achieves the following results on the evaluation set:
- Loss: 1.2888
- Bleu: 7.1672
- Gen Len: 17.5092
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 |
|---|---|---|---|---|---|
| 1.4713 | 1.0 | 6355 | 1.3102 | 6.962 | 17.521 |
| 1.4279 | 2.0 | 12710 | 1.2888 | 7.1672 | 17.5092 |
Framework versions
- Transformers 4.28.1
- Pytorch 1.13.1+cu116
- Datasets 2.11.0
- Tokenizers 0.13.3
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