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NikitaSirotkin/financial-advice-qa-advice-advice

This dataset is a remastered version of this dataset prepared using Adaption's Adaptive Data platform. financial_advice_qa advice advice This instruction tuning dataset contains pairs of user prompts and model completions focused on personal finance, career guidance, and economic decision-making. The content addresses practical topics such as housing markets, inflation, wealth management, and employment strategies. Each entry provides concise, empowering, and helpful advisory… See the full description on the dataset page: https://huggingface.co/datasets/NikitaSirotkin/financial-advice-qa-advice-advice.

sourceHugging Faceupdated 5mo agoView on Hugging Face
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This dataset is a remastered version of this dataset prepared using Adaption's Adaptive Data platform.

financialadviceqa advice advice

This instruction tuning dataset contains pairs of user prompts and model completions focused on personal finance, career guidance, and economic decision-making. The content addresses practical topics such as housing markets, inflation, wealth management, and employment strategies. Each entry provides concise, empowering, and helpful advisory responses to real-world financial questions in English.

Dataset size

There are 1 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 112.5%.

Domain

  • —Personal-finance (100%)

Language

  • —English (100%)

Tone

  • —Balanced (100%)

Evaluation Results

  • —Quality Gains: <img src="https://proteus-dev-public.s3.us-east-1.amazonaws.com/temp/d1896ae0-0e16-4a7e-9aae-464e7470c2dc.png" alt="QualityGains" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />
  • —Grade Improvement: <img src="https://proteus-dev-public.s3.us-east-1.amazonaws.com/temp/1d434b02-db27-4d5a-a334-89231b427412.png" alt="Grade" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />
  • —Percentile Chart: <img src="https://proteus-dev-public.s3.us-east-1.amazonaws.com/temp/da3db4a9-b9cf-4ceb-a86f-661c9a1300a9.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />