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: 1.6088
- Bleu: 5.6932
- Gen Len: 17.602
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 |
|---|---|---|---|---|---|
| 1.8568 | 1.0 | 6355 | 1.6316 | 5.5188 | 17.6163 |
| 1.8189 | 2.0 | 12710 | 1.6088 | 5.6932 | 17.602 |
Framework versions
- Transformers 4.36.0.dev0
- Pytorch 2.1.0+cu118
- Datasets 2.15.0
- Tokenizers 0.15.0
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Model tree for Osquery/my_awesome_opus_books_model
Base model
google-t5/t5-smallDataset used to train Osquery/my_awesome_opus_books_model
Evaluation results
- Bleu on opus_booksself-reported5.693