nupursaraswat/adaption-legalbrain-indic-legal

Adaption LegalBrain Indic Legal

Adaption LegalBrain Indic Legal is a professionally remastered version of the original Indian Legal Supervised Fine-Tuning Dataset. The dataset has been enhanced using Adaption's Adaptive Data Platform, improving instruction quality, consistency, and training effectiveness for Legal AI applications.

Original Dataset: https://huggingface.co/datasets/Prarabdha/indian-legal-supervised-fine-tuning-data

Overview

This dataset contains high-quality instruction-response pairs covering Indian legal concepts, constitutional law, criminal law, contract law, corporate law, procedural law, and related judicial topics.

It is designed for:

• —Legal Question Answering
• —Supervised Fine-Tuning (SFT)
• —Legal Chatbots
• —AI Legal Assistants
• —Retrieval-Augmented Generation (RAG)
• —Legal Reasoning Systems
• —Instruction-Tuned Large Language Models

The dataset has been automatically optimized using Adaption's Adaptive Data pipeline, resulting in improved prompt quality, reduced redundancy, and better instructional consistency.

Dataset Statistics

Domain Distribution

• —Legal — 92%
• —Corporate & Business — 4%
• —Religion — 2%

Writing Style

• —Informative — 44%
• —Professional — 20%
• —Analytical — 20%

Adaptive Data Evaluation

Quality Improvement

<img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/b0a9fba5-5c2d-4cf8-8e88-cc638c2106fc.png" width="650"/>

Grade Improvement

<img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/06f10dfe-6178-47f4-875d-a348456fcdb4.png" width="650"/>

Percentile Improvement

<img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/1a3ec266-5825-4fa2-908c-eb7e60eb3d23.png" width="650"/>

Key Features

• —High-quality legal instruction-response pairs
• —Optimized using Adaption Adaptive Data
• —Suitable for supervised fine-tuning
• —Consistent formatting across samples
• —Reduced prompt duplication
• —Enhanced instruction clarity
• —Ready for Legal LLM training
• —Ideal for legal research assistants and AI chatbots

Recommended Use Cases

• —Fine-tuning open-source LLMs
• —Legal AI Assistants
• —Constitutional Law QA
• —Court Judgment Analysis
• —Legal Education
• —Legal Search Systems
• —Retrieval-Augmented Generation (RAG)
• —Academic Research

Credits

Dataset Publisher

Nupur Saraswat

Mastered using Adaption Adaptive Data Platform

Citation

@dataset{adaption_legalbrain_indic_legal,
  title={Adaption LegalBrain Indic Legal},
  author={Nupur Saraswat},
  year={2026},
  publisher={Hugging Face},
  note={Remastered using Adaption Adaptive Data Platform. Original dataset by Prarabdha.}
}