my_awesome_books_model_2
This model is a fine-tuned version of utrobinmv/t5_translate_en_ru_zh_small_1024 on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.9046
- Bleu: 41.4247
- Gen Len: 39.2936
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: Use 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: 4
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
|---|---|---|---|---|---|
| 1.2723 | 1.0 | 2229 | 1.0163 | 38.3982 | 39.2681 |
| 1.1332 | 2.0 | 4458 | 0.9423 | 40.3418 | 39.2605 |
| 1.0652 | 3.0 | 6687 | 0.9150 | 41.1569 | 39.2867 |
| 1.027 | 4.0 | 8916 | 0.9046 | 41.4247 | 39.2936 |
Framework versions
- Transformers 4.47.1
- Pytorch 2.5.1+cu121
- Datasets 3.2.0
- Tokenizers 0.21.0
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Base model
utrobinmv/t5_translate_en_ru_zh_small_1024