Ekansh116/mixtral-8x7b-audience-adapted-lora
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This dataset is a remastered version prepared using Adaption's Adaptive Data platform.
adaption-audience_adapted_transforms
This dataset contains pairs of complex technical prompts and their corresponding completions, demonstrating the transformation of domain-specific data into formats tailored for diverse audiences. Each sample illustrates how to restructure information using advanced reasoning frameworks like comparative case analysis, systems thinking, or ethical reasoning to meet specific cognitive and decision-making needs. The content spans various domains including urban transit, finance, neuroscience, and policy, targeting stakeholders ranging from C-suite executives to indigenous knowledge holders.
Dataset size
There are 7,985 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 42.9%.
Domain
- Science (29%)
- Corporate-business (29%)
- Medical (14%)
Language
- English (100%)
Tone
- Analytical (43%)
- Respectful (14%)
- Explanatory (14%)
Evaluation Results
Quality Gains:
Grade Improvement:
Percentile Chart:
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