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Gro97/adaption-kenyan-finance-reasoning-augmented

This dataset is a remastered version prepared using Adaption's Adaptive Data platform. adaption-kenyan_finance_reasoning (augmented) This dataset contains prompt-completion pairs focused on personal finance calculations and strategic reasoning within the Kenyan economic context, covering topics like Chama rotations, KRA tax deductions, and debt repayment strategies. Each sample provides step-by-step mathematical derivations and comparative analyses to guide financial… See the full description on the dataset page: https://huggingface.co/datasets/Gro97/adaption-kenyan-finance-reasoning-augmented.

sourceHugging Faceupdated 23d agoView on Hugging Face
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This dataset is a remastered version prepared using Adaption's Adaptive Data platform.

adaption-kenyanfinancereasoning (augmented)

This dataset contains prompt-completion pairs focused on personal finance calculations and strategic reasoning within the Kenyan economic context, covering topics like Chama rotations, KRA tax deductions, and debt repayment strategies. Each sample provides step-by-step mathematical derivations and comparative analyses to guide financial decision-making. The content emphasizes quantitative trade-offs between investing, saving, and paying off debts using local currency and statutory rates.

Dataset size

There are 26,905 data points in this dataset. This is an instruction tuning dataset.

Quality of Remastered Dataset

The final quality is C, with a relative quality improvement of 57.5%.

Domain

  • —Personal-finance (94%)
  • —Hr (6%)

Language

  • —English (100%)

Tone

  • —Analytical (82%)
  • —Informative (10%)
  • —Practical (6%)

Evaluation Results

  • —Quality Gains: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/229417c3-c1bb-4fa8-b83c-117706d82f53.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/b03edb5d-6226-499e-a473-8cba241f1b99.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/b099b443-ce00-45e7-b65d-8e3b35a137d8.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />