---
annotations_creators: []
language:
  - en
language_creators: []
license: []
multilinguality:
- monolingual
pretty_name: 'adaption-advice_qa_pairs'
size_categories:
- n<1K
source_datasets:
- 'original'
tags:
  - adaption
  - instruction-tuning
  - personal-finance
  - career-workplace
  - hr
task_categories: []
task_ids: []
---

![banner](https://proteus-dev-public.s3.us-east-1.amazonaws.com/temp/367cf5da-eb19-4881-9bae-e4803644d93b.png)

This dataset is a remastered version prepared using [Adaption's](https://frontend-pharos-app-dev.vercel.app/app/auth) Adaptive Data platform.

# adaption-advice_qa_pairs

A dataset of question-answer pairs covering personal, financial, and professional advice. Each entry includes a prompt and a corresponding completion with practical recommendations. The content spans topics such as career guidance, money management, workplace etiquette, and economic impacts.

### Dataset size

There are 1 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 66.7%.

### Domain
- Personal-finance (33%)
- Career-workplace (17%)
- 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/96720d11-89f6-4c5e-8680-5968f3dbfa98.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/1814715e-bc60-4a1d-a5d7-35432f5a9e93.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/aee2a834-6096-4622-b3ea-707923234a89.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />