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