flan-t5-small-opus-books-en-es
This model is a fine-tuned version of google/flan-t5-small on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 2.1794
- Bleu: 0.6295
- Gen Len: 18.2373
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: 5.6e-05
- train_batch_size: 64
- eval_batch_size: 64
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 128
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 2
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
|---|---|---|---|---|---|
| 5.5576 | 1.0 | 658 | 2.2235 | 0.5939 | 18.2723 |
| 5.0954 | 2.0 | 1316 | 2.1794 | 0.6295 | 18.2373 |
Framework versions
- Transformers 5.5.0
- Pytorch 2.4.1+cu124
- Datasets 4.8.4
- Tokenizers 0.22.2