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Vocabulary-Augmented Prompting for Sango — Production African Language AI Without a Parallel Corpus
MEYNG
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published a model 34 minutes ago
MEYNG/nllb-sango-finetuned-600m posted an update 4 days ago
Just published: how we built production Sango (Central African Republic) translation without fine-tuning, parallel corpus, or training compute.
The method — vocabulary-augmented prompting with a 581-entry native-speaker-verified lexicon — generalizes to any of the ~2,000 African languages at the same data-poverty level. Recipe, dataset, and code template all included.
📄 Blog: https://huggingface.co/blog/MEYNG/sangoai
📦 Dataset: https://huggingface.co/datasets/MEYNG/sango-vocabulary
Would especially value feedback from anyone working on other low-resource African languages — Ewondo, Lingala, Wolof next on our roadmap.Organizations
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Article
Vocabulary-Augmented Prompting for Sango — Production African Language AI Without a Parallel Corpus
MEYNG
•