Datasets:
annotations_creators: []
language:
- en
language_creators: []
license: []
multilinguality:
- monolingual
pretty_name: adaption-agronomic_decision_reasoning
size_categories:
- 10K<n<100K
source_datasets:
- original
tags:
- adaption
- instruction-tuning
- agriculture
task_categories: []
task_ids: []
This dataset is a remastered version prepared using Adaption's Adaptive Data platform.
adaption-agronomic_decision_reasoning
This dataset contains expert-level prompts and completions focused on solving complex agricultural management problems in aquaculture, soil science, and crop production. Each sample provides a detailed scenario with specific quantitative parameters, followed by a mechanistic analysis that identifies constraints, calculates risks, and recommends actionable decisions. The content emphasizes the interplay between biological processes, economic thresholds, and operational limitations to guide optimal farming practices.
Dataset size
There are 22,754 data points in this dataset. This is an instruction tuning dataset.
Quality of Remastered Dataset
The final quality is A, with a relative quality improvement of 5.6%.
Domain
- Agriculture (100%)
Language
- English (100%)
Tone
- Analytical (54%)
- Practical (24%)
- Technical (20%)
Evaluation Results
Quality Gains:
Grade Improvement:
Percentile Chart:
