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.
This model is limited by its training dataset. This may not generalize well for all use cases in different domains.
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.
This model was trained on NVIDIA V100 GPU
Fine-tuning mbart50-large achieves 5.86 BLEU** on LAFAND test set
By David Adelani
Select AutoNLP in the “Train” menu to fine-tune this model automatically.
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