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Professor/agronomy-qa-pairs

This dataset is a remastered version prepared using Adaption's Adaptive Data platform. agronomy_qa_pairs This dataset consists of question-and-answer pairs focused on agronomy, crop management, and plant pathology. The content covers topics such as planting spacing, pest control, soil tillage, fertilizer application, and botanical classifications. Each entry features a specific agricultural query followed by a concise, factual completion. Dataset size There are… See the full description on the dataset page: https://huggingface.co/datasets/Professor/agronomy-qa-pairs.

sourceHugging Faceupdated 3mo agoView on Hugging Face
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This dataset is a remastered version prepared using Adaption's Adaptive Data platform.

agronomyqapairs

This dataset consists of question-and-answer pairs focused on agronomy, crop management, and plant pathology. The content covers topics such as planting spacing, pest control, soil tillage, fertilizer application, and botanical classifications. Each entry features a specific agricultural query followed by a concise, factual completion.

Dataset size

There are 49,821 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 77.5%.

Domain

  • —Agriculture (70%)
  • —Science (16%)
  • —Animal-nature (6%)

Language

  • —English (100%)

Tone

  • —Informative (68%)
  • —Educational (10%)
  • —Explanatory (10%)

Evaluation Results

  • —Quality Gains: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/e27db503-2060-496c-aa57-7aef2829536f.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/00efc87c-3efe-4045-8762-a297b8f02e5e.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/b512e543-c680-4cac-9099-aed3dbc98fa3.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />