Model description

m2m100_418M-en-zu-mt is a machine translation model from English to isiZulu based on a fine-tuned facebook/m2m100_418M model. It establishes a baseline for automatically translating texts from English to isiZulu.

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 m2m100_418M model that was fine-tuned on JW300 isiZulu corpus and LAFAND.

Training procedure

This model was trained on NVIDIA V100 GPU

Eval results on Test set (BLEU score)

Fine-tuning m2m100_418M achieves 14.22 BLEU on LAFAND test set

BibTeX entry and citation info

By David Adelani


Select AutoNLP in the “Train” menu to fine-tune this model automatically.

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