| --- |
| annotations_creators: [] |
| language: |
| - en |
| language_creators: [] |
| license: [] |
| multilinguality: |
| - monolingual |
| pretty_name: 'adaption-african_smallholder_agri_qa' |
| size_categories: |
| - 10K<n<100K |
| source_datasets: |
| - 'extended|https://huggingface.co/datasets/gimmy256/adaption-agriculture-africa' |
| tags: |
| - adaption |
| - instruction-tuning |
| - agriculture |
| - personal-finance |
| task_categories: [] |
| task_ids: [] |
| --- |
| |
|  |
|
|
| This dataset is a remastered version of this [dataset](https://huggingface.co/datasets/gimmy256/adaption-agriculture-africa) prepared using [Adaption's](https://adaptionlabs.ai/app/auth) Adaptive Data platform. |
|
|
| # adaption-african_smallholder_agri_qa |
| |
| This instruction-tuning dataset contains 96 question-answer pairs focused on smallholder farming practices across East and West Africa. The content covers critical topics such as agri-finance, crop management, extension services, and market dynamics specific to countries like Kenya, Uganda, Tanzania, and Nigeria. Generated using search-grounded AI models, the data provides actionable advice on challenges ranging from soil acidity and post-harvest losses to accessing mobile money loans and improved seeds. |
| |
| ### Dataset size |
| |
| There are 27,986 data points in this dataset. This is an instruction tuning dataset. |
| |
| ### Quality of Remastered Dataset |
| |
| The final quality is B, with a relative quality improvement of 24.3%. |
| |
| ### Domain |
| - Agriculture (98%) |
| - Personal-finance (2%) |
| |
| ### Language |
| - English (100%) |
| |
| ### Tone |
| - Informative (50%) |
| - Practical (30%) |
| - Analytical (14%) |
| |
| ### Evaluation Results |
| |
| - **Quality Gains:** |
| <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/719e9057-50b3-4add-bc36-dfafed97d80f.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/87636d16-3c78-47d5-ad6d-1374501d78b9.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/c8ae423f-2d62-445c-bac5-d040c672bf85.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" /> |
| |
