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Towards Model as a Library: Offline, Community-Sourced AI for Low-Resource African Languages

Large language models are frequently proposed as a route to AI-powered services for African communities, but they are least reliable exactly where the need is greatest: all African languages remain low-resource by any standard measure, and models trained on scraped, standardised…

arXiv — cs.AIBy: Fendji K. E. Jean LouisOctober 1, 2026 (Oct 1)
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  • Large language models are frequently proposed as a route to AI-powered services for African communities, but they are least reliable exactly where the need is greatest: all African languages remain low-resource by any standard measure, and models trained on scraped, standardised…
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Towards Model as a Library: Offline, Community-Sourced AI for Low-Resource African Languages

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