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modelo_simplificacion_bart
crrodrvi/modelo_simplificacion_bart
modelo_simplificacion_bart is a text generation model from crrodrvi. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as mit.
This model is a fine-tuned version of facebook/mbart-large-50 on the lecturadificlfacil dataset. It achieves the following results on the evaluation set: - Loss: 2.9828 - Bleu: 9.1817
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- mit
- Model type
- bart
- Access
- Public
- Created
- Jul 18, 2024
- Updated
- Jul 18, 2024
- SHA
- 3ca40482
Base models
Datasets
Model card
From the Hugging Face model README
modelo_simplificacion_bart
This model is a fine-tuned version of facebook/mbart-large-50 on the lectura_dificl_facil dataset. It achieves the following results on the evaluation set:
- Loss: 2.9828
- Bleu: 9.1817
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: 4
- eval_batch_size: 4
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
|---|---|---|---|---|---|
| No log | 1.0 | 109 | 3.1239 | 8.7241 | 29.2727 |
| No log | 2.0 | 218 | 3.0680 | 7.3130 | 23.9432 |
| No log | 3.0 | 327 | 2.9828 | 9.1817 | 28.5000 |
Framework versions
- Transformers 4.41.2
- Pytorch 2.3.0+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1
- Task
- Text Generation
- Library
- transformers
- Type
- bart
- License
- mit
- Languages
- es
- Created
- Jul 18, 2024
- Updated
- Jul 18, 2024