mbart-non-mysoginistic-reformulation
This model is a fine-tuned version of facebook/mbart-large-50 on the following dataset: glombardo/misogynistic-statements-and-their-potential-restructuring . It achieves the following results on the evaluation set:
- Loss: 3.5140
- Bleu: 10.6012
- Gen Len: 21.5854
Model description
Used and trained as part of the Master's Degree in NLP of Universidad de la Rioja 2023-2024
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: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 2
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
|---|---|---|---|---|---|
| No log | 1.0 | 16 | 3.7443 | 7.8006 | 18.3171 |
| No log | 2.0 | 32 | 3.5140 | 10.6012 | 21.5854 |
Framework versions
- Transformers 4.37.2
- Pytorch 2.1.0+cu121
- Datasets 2.17.1
- Tokenizers 0.15.2
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Model tree for Tinaenhugging/mbart-non-mysoginistic-reformulation
Base model
facebook/mbart-large-50