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NikitaSirotkin/financial-advice-qa

This dataset is a remastered version prepared using Adaption's Adaptive Data platform. financial_advice_qa A dataset of prompts and responses focused on career guidance, financial decisions, and workplace etiquette. The data includes advice on job opportunities, managing wealth, housing choices, and employee retention. Responses are informative and tailored to personal or professional life challenges. Dataset size There are 6 data points in this dataset. This is… See the full description on the dataset page: https://huggingface.co/datasets/NikitaSirotkin/financial-advice-qa.

sourceHugging Faceupdated 6mo agoView on Hugging Face
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Dataset Card

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

financialadviceqa

A dataset of prompts and responses focused on career guidance, financial decisions, and workplace etiquette. The data includes advice on job opportunities, managing wealth, housing choices, and employee retention. Responses are informative and tailored to personal or professional life challenges.

Dataset size

There are 6 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 61.7%.

Domain

  • —Career-workplace (33%)
  • —Personal-finance (33%)
  • —Hr (17%)

Language

  • —English (100%)

Tone

  • —Practical (33%)
  • —Helpful (17%)
  • —Thoughtful (17%)

Evaluation Results

  • —Quality Gains: <img src="https://proteus-dev-public.s3.us-east-1.amazonaws.com/temp/8670d18a-8101-4437-ad5c-cc2a0a707445.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/28138f58-8412-4fb8-86ad-4305cb2364ac.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/ce91909f-f22d-4e3f-ae04-456d88950343.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />