Mariia1234/adaption-practical-life-advice-qa

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

adaption-practicallifeadvice_qa

This dataset consists of prompt-completion pairs offering practical advice on diverse personal and professional topics such as workplace etiquette, career changes, financial decisions, and wealth management. The responses provide concise, actionable guidance tailored to specific user scenarios involving economic constraints or life transitions. Each entry follows a structured format designed for training models to generate helpful and empathetic human-centric recommendations.

Dataset size

There are 2 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 90.0%.

Domain

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

Language

• —English (100%)

Tone

• —Empowering (17%)
• —Helpful (17%)
• —Practical (17%)

Evaluation Results

• —Quality Gains: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/592db656-ef1a-4b1e-a82f-b3537c910af4.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/905a35d0-a2af-4a4b-ae5e-38446b43477d.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/d15bd123-667c-4450-b6af-de7655dce952.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />