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Charley890/adaption-agricultural-qa-pairs

This dataset is a remastered version prepared using Adaption's Adaptive Data platform. adaption-agricultural_qa_pairs This dataset consists of prompt-completion pairs focused on practical agricultural topics such as crop management, farming equipment, and business planning. Each entry provides a specific question or scenario followed by a concise, actionable answer tailored for farmers. The content covers diverse subjects including pesticide safety, soil health, weather impacts… See the full description on the dataset page: https://huggingface.co/datasets/Charley890/adaption-agricultural-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.

adaption-agriculturalqapairs

This dataset consists of prompt-completion pairs focused on practical agricultural topics such as crop management, farming equipment, and business planning. Each entry provides a specific question or scenario followed by a concise, actionable answer tailored for farmers. The content covers diverse subjects including pesticide safety, soil health, weather impacts, and resource allocation.

Dataset size

There are 60,274 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 190.0%.

Domain

  • —Agriculture (100%)

Language

  • —English (100%)

Tone

  • —Practical (40%)
  • —Informative (38%)
  • —Helpful (14%)

Evaluation Results

  • —Quality Gains: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/202a5e0e-7a2e-4488-8449-5646d82382c3.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/2074fd02-8265-4918-a4de-fe57c9344e73.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/69fffdb8-9887-4beb-be08-2b8662ac1099.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />