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

Tinaenhugging/mbart-non-mysoginistic-reformulation

mbart-non-mysoginistic-reformulation