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yeziR4/adaption-agri-qa-with-evidence-boundaries

This dataset is a remastered version prepared using Adaption's Adaptive Data platform. adaption-agri_qa_with_evidence_boundaries This dataset contains question-answer pairs focused on agricultural best practices, including crop management, pest control, and irrigation strategies. Each entry provides a direct, evidence-based response followed by a clearly defined 'evidence boundary' that limits the scope of the advice and advises verification with local conditions. The content… See the full description on the dataset page: https://huggingface.co/datasets/yeziR4/adaption-agri-qa-with-evidence-boundaries.

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

adaption-agriqawithevidenceboundaries

This dataset contains question-answer pairs focused on agricultural best practices, including crop management, pest control, and irrigation strategies. Each entry provides a direct, evidence-based response followed by a clearly defined 'evidence boundary' that limits the scope of the advice and advises verification with local conditions. The content covers diverse topics such as soil moisture assessment, fertilization ratios, disease spread, and intercropping compatibility.

Dataset size

There are 20,024 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 21.4%.

Domain

  • —Agriculture (98%)
  • —Legal (2%)

Language

  • —English (100%)

Tone

  • —Informative (50%)
  • —Practical (38%)
  • —Analytical (10%)

Evaluation Results

  • —Quality Gains: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/b17922c6-f96b-4202-8c72-daf9e316499b.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/ef8c945c-b3b0-4596-9043-45b1adfded27.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/6d108a52-c31e-4e80-8f63-8a3329c7555f.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />