metadata
license: apache-2.0
base_model: google-t5/t5-small
tags:
- generated_from_trainer
metrics:
- bleu
model-index:
- name: my_awesome_opus_books_model
results: []
my_awesome_opus_books_model
This model is a fine-tuned version of google-t5/t5-small on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.5191
- Bleu: 6.3813
- Gen Len: 17.539
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: 5
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
|---|---|---|---|---|---|
| 1.8456 | 1.0 | 6355 | 1.6112 | 5.7972 | 17.5672 |
| 1.7857 | 2.0 | 12710 | 1.5620 | 6.1557 | 17.5515 |
| 1.7359 | 3.0 | 19065 | 1.5358 | 6.2797 | 17.5462 |
| 1.7219 | 4.0 | 25420 | 1.5226 | 6.3581 | 17.5427 |
| 1.7219 | 5.0 | 31775 | 1.5191 | 6.3813 | 17.539 |
Framework versions
- Transformers 4.40.1
- Pytorch 2.2.1+cu121
- Datasets 2.19.0
- Tokenizers 0.19.1