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nharshavardhana/adaption-agricultural-qa-multilingual

This dataset is a remastered version of this dataset prepared using Adaption's Adaptive Data platform. adaption-agricultural_qa_multilingual This dataset contains question-and-answer pairs focused on agricultural topics such as crop protection, soil science, precision farming, and plant diseases. The content includes technical explanations and definitions relevant to farmers and agronomists. Notably, the dataset is multilingual, featuring responses in both English and Luganda.… See the full description on the dataset page: https://huggingface.co/datasets/nharshavardhana/adaption-agricultural-qa-multilingual.

sourceHugging Faceupdated 3mo 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-agriculturalqamultilingual

This dataset contains question-and-answer pairs focused on agricultural topics such as crop protection, soil science, precision farming, and plant diseases. The content includes technical explanations and definitions relevant to farmers and agronomists. Notably, the dataset is multilingual, featuring responses in both English and Luganda.

Dataset size

There are 6,902 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 112.5%.

Domain

  • —Agriculture (80%)
  • —Science (8%)
  • —Cooking (6%)

Language

  • —English (100%)

Tone

  • —Informative (66%)
  • —Practical (16%)
  • —Explanatory (8%)

Evaluation Results

  • —Quality Gains: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/135a4caa-0f73-4a4e-a075-23ccaa60ca6e.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/dd518930-64ce-44d4-bef5-463dcc5c5c7f.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/f9cb46b1-5e3e-443b-9d00-c931f27768b7.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />