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1nnocent/adtc-agri-yoruba-training-mix

ADTC Agri-Yoruba Training Mix An English/Yoruba instruction tuning dataset for agricultural extension advisory, built for the Africa Deep Tech Challenge 2026 Laptop LLM track by Team Support Vector. Used to fine tune llama-3.2-3b-agri-yoruba. Composition 43,640 examples total, in chat message format (system, user, assistant): Source Rows Share naija_yoruba 27,464 63% ai71_agrillm 14,996 34% identity_control 800 2% behavior_control 240 1%… See the full description on the dataset page: https://huggingface.co/datasets/1nnocent/adtc-agri-yoruba-training-mix.

sourceHugging Faceapache-2.0updated 1mo agoView on Hugging Face
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Dataset Card

ADTC Agri-Yoruba Training Mix

An English/Yoruba instruction tuning dataset for agricultural extension advisory, built for the Africa Deep Tech Challenge 2026 Laptop LLM track by Team Support Vector. Used to fine tune llama-3.2-3b-agri-yoruba.

Composition

43,640 examples total, in chat message format (system, user, assistant):

SourceRowsShare
naija_yoruba27,46463%
ai71_agrillm14,99634%
identity_control8002%
behavior_control2401%
safety_fact_control140<1%

Sources

  • —naija_yoruba: filtered from Professor/naija-agri-dataset-yoruba-hausa on Hugging Face (35,932 raw rows, English instruction/output pairs each with a localized Yoruba, Hausa, or English translation). Filtered to Yoruba rows only using a character and vocabulary based language classifier.
  • —ai71_agrillm: sampled from AI71ai/agrillm-train-146k on Hugging Face, an English agricultural question answering and reasoning dataset assembled by ai71 in partnership with CGIAR, FAO, the World Bank, IFAD, the Gates Foundation, and other agricultural organizations. Capped at 15,000 rows so Yoruba content remains the majority of the mix.
  • —identity_control / behavior_control / safety_fact_control: hand written English and Yoruba examples teaching the model its own identity, how to decline off topic requests, and safety facts such as safe post harvest grain moisture levels for aflatoxin prevention.

Files

  • —adtc_training_mix_yoruba_v1.jsonl: the full training mix, one JSON object per line, each with a messages array and a source tag.
  • —summary.json: row counts by source.

License

Apache 2.0, consistent with the source datasets' own licensing.