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vancouverevs/adaption-afriadapt-agri-advice

This dataset is a remastered version of this dataset prepared using Adaption's Adaptive Data platform. adaption-afriadapt_agri_advice This dataset contains high-quality instruction-response pairs providing practical, climate-smart agricultural advice for smallholder farmers in East and Southern Africa. The content covers essential topics such as pest management, soil fertility, water conservation, and post-harvest handling using locally available resources. Designed for… See the full description on the dataset page: https://huggingface.co/datasets/vancouverevs/adaption-afriadapt-agri-advice.

sourceHugging Faceupdated 2mo agoView on Hugging Face
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This dataset is a remastered version of this dataset prepared using Adaption's Adaptive Data platform.

adaption-afriadaptagriadvice

This dataset contains high-quality instruction-response pairs providing practical, climate-smart agricultural advice for smallholder farmers in East and Southern Africa. The content covers essential topics such as pest management, soil fertility, water conservation, and post-harvest handling using locally available resources. Designed for fine-tuning language models, the examples focus on sustainable agronomy practices tailored to regions like Kenya and Tanzania.

Dataset size

There are 22,860 data points in this dataset. This is an instruction tuning dataset.

Quality of Remastered Dataset

The final quality is A, with a relative quality improvement of 40.0%.

Domain

  • —Agriculture (52%)

Language

  • —English (100%)

Tone

  • —Practical (42%)

Evaluation Results

  • —Quality Gains: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/4cd95934-9151-46a4-b39d-f2aaa8a429c4.png" alt="QualityGains" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />
  • —Grade Improvement: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/b02a9911-d588-4d7a-9c9b-07d3d688a36b.png" alt="Grade" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />
  • —Percentile Chart: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/6693421d-8c37-4b97-9313-dcfc0c384da7.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />