# mbart50-large-fr-fon-mt

## Model description

mbart50-large-fr-fon-mt is a machine translation model from French to Fon based on a fine-tuned facebook/mbart-large-50 model. It establishes a strong baseline for automatically translating texts from French to Fon.

#### Limitations and bias

This model is limited by its training dataset. This may not generalize well for all use cases in different domains.

## Training data

Specifically, this model is a mbart-large-50 model that was fine-tuned on JW300 Fon corpus and LAFAND. The model was trained using Swahili(sw_KE) as the language since the pre-trained model does not initially support Fon. Thus, you need to use the sw_KE for language code when evaluating the model.

## Training procedure

This model was trained on NVIDIA V100 GPU

## Eval results on Test set (BLEU score)

Fine-tuning mbart50-large achieves 5.86 BLEU** on LAFAND test set

### BibTeX entry and citation info