darthludious/adaption-precision-agriculture-qa-augmented

This dataset is a remastered version prepared using Adaption's Adaptive Data platform.

adaption-precisionagricultureqa (augmented)

This dataset consists of instruction and response pairs focused on precision agriculture technologies and methodologies. Queries cover topics such as soil sensor integration, variable rate application, yield mapping, and data-driven farm management. Each response provides detailed technical explanations and operational guidance for optimizing agricultural workflows.

Dataset size

There are 10,495 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 -1.1%.

Domain

• —Agriculture (100%)

Language

• —English (100%)

Tone

• —Technical (52%)
• —Analytical (18%)
• —Practical (14%)

Evaluation Results

• —Quality Gains: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/fc958174-e93f-4988-8782-52b0df9a2a6a.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/a65fc148-475e-4c59-a977-c291e8a724cd.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/acccd746-3916-4791-b16f-e7c76edfae53.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />