🇭🇹KreyòlAI

English → Haitian Creole · Domain-aware translation for humanitarian and healthcare work

Healthcare — 250-sentence held-out human-translated medical test set (CMU NESPOLE corpus), English → Haitian Creole:

Model BLEU chrF TER (lower is better)
Google Translate 30.87 58.44 47.90
Base NLLB-200 30.03 56.46 50.56
KreyolAI Healthcare v3 29.87 56.94 49.44

Education — results differ by test set:

Test set Model BLEU chrF TER (lower is better)
MIT-Haiti (human-translated) Base NLLB-200 25.87 48.28 —
MIT-Haiti (human-translated) KreyolAI Education v1 28.63 50.90 —

Humanitarian — mined test set, preliminary result:

Model BLEU chrF TER (lower is better)
Base NLLB-200 28.26 54.54 55.53
KreyolAI Humanitarian v1 29.23 55.87 54.05

Honest interpretation: These models range from roughly tied to modestly ahead of the base model. The real value isn't a higher score, it's a free, offline, domain-specialized translator for a language most providers treat as an afterthought.

Full details: huggingface.co/dondodoai

📝 English Input
Domain

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🌐 Kreyòl Output

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💡 Example Translations
Examples
Domain

Built on NLLB-200 1.3B with domain-specific LoRA adapters · Healthcare · Humanitarian · Education · General

dondodoai · Purpose-built for humanitarian AI in 🇭🇹 Haiti