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README.md
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MAKINI is a fine-tuned XLM-RoBERTa model for detecting gender bias in Swahili and African French text. It is the first trained bias detection model for these language variants.
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Developed by **
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## Labels
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## License
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CC BY-NC 4.0 — Free for research and non-commercial use.
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Commercial use requires explicit permission from
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## Citation
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```bibtex
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title = {MAKINI v1: African Language Bias Detection Engine},
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author = {Wachira, David Maina},
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year = {2026},
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publisher = {
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url = {https://huggingface.co/Daudipdg/makini-v1},
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note = {Fine-tuned on AfricaBias-SW-FR. Supported by Gates Foundation / AfriLabs Accelerator}
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}
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MAKINI is a fine-tuned XLM-RoBERTa model for detecting gender bias in Swahili and African French text. It is the first trained bias detection model for these language variants.
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Developed by **Algedi Intelligence Labs** (Nairobi, Kenya).
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## Labels
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## License
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CC BY-NC 4.0 — Free for research and non-commercial use.
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Commercial use requires explicit permission from Algedi Intelligence Labs.
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## Citation
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```bibtex
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title = {MAKINI v1: African Language Bias Detection Engine},
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author = {Wachira, David Maina},
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year = {2026},
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publisher = {Algedi Intelligence Labs},
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url = {https://huggingface.co/Daudipdg/makini-v1},
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note = {Fine-tuned on AfricaBias-SW-FR. Supported by Gates Foundation / AfriLabs Accelerator}
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}
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