Vishykm/adaption-financial-security-and-regulations

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

adaption-Financial Security and Regulations

This dataset contains question-and-answer pairs addressing specific financial challenges faced by individuals in India, ranging from rural farmers and artisans to urban professionals and seniors. The content covers diverse topics including government subsidies, loan eligibility, credit score management, and banking regulations tailored to the Indian context. Each sample provides actionable, step-by-step guidance referencing specific Indian schemes, portals, and institutional procedures.

Dataset size

There are 1,060 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 23.8%.

Domain

• —Legal (40%)
• —Personal-finance (38%)
• —Corporate-business (12%)

Language

• —English (100%)

Tone

• —Helpful (48%)
• —Professional (22%)
• —Informative (22%)

Evaluation Results

• —Quality Gains: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/283f862c-4e1c-428c-a198-eb4d4dd140e7.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/81a2ec69-4ee3-42a6-9f00-e006dfbf6bed.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/8a274104-07a0-4d10-a976-5b1a56e29e7a.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />