my_awesome_opus_books_model
This model is a fine-tuned version of t5-small on the opus_books dataset. It achieves the following results on the evaluation set:
- Loss: 1.5732
- Bleu: 5.8848
- Gen Len: 17.6211
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: 8
- eval_batch_size: 8
- 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 |
|---|---|---|---|---|---|
| 1.8085 | 1.0 | 12709 | 1.5986 | 5.6979 | 17.6331 |
| 1.7824 | 2.0 | 25418 | 1.5732 | 5.8848 | 17.6211 |
Framework versions
- Transformers 4.25.1
- Pytorch 1.12.1+cu116
- Datasets 2.7.1
- Tokenizers 0.13.2
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