my_awesome_opus_books_model
This model is a fine-tuned version of t5-small on the opus100 dataset. It achieves the following results on the evaluation set:
- Loss: 0.4506
- Bleu: 23.8215
- Gen Len: 4.6055
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: 2
- eval_batch_size: 2
- 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 |
|---|---|---|---|---|---|
| 0.4468 | 1.0 | 500000 | 0.4585 | 23.9023 | 4.705 |
| 0.4397 | 2.0 | 1000000 | 0.4506 | 23.8215 | 4.6055 |
Framework versions
- Transformers 4.29.2
- Pytorch 2.0.1+cu117
- Datasets 2.12.0
- Tokenizers 0.13.3
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Dataset used to train devonho/my_awesome_opus_books_model
Evaluation results
- Bleu on opus100test set self-reported23.822