---
language: en
license: mit
library_name: transformers
pipeline_tag: summarization
tags:
  - legal
  - summarization
  - nlp
  - bert
  - rag
model_name: NayaLLM Legal Summarizer
---
# NayaLLM – Legal Document Summarization Model

This repository contains a Legal-BERT–based model fine-tuned for abstractive summarization of Indian legal case documents.

## Model Details
- Base Model: Legal-BERT
- Task: Legal text summarization
- Domain: Indian legal judgments and case documents

## Pipeline Overview
1. Legal document chunking
2. Transformer-based embeddings
3. Abstractive summarization
4. Retrieval-ready outputs for RAG systems

## Datasets
1. NayaAnumana Dataset

## Intended Use
- Legal document summarization
- Retrieval-Augmented Generation (RAG) pipelines
- Legal research assistance

## Limitations
- Trained on domain-specific legal text
- Not suitable for general-purpose summarization

## Author
Rakshit Gupta and Mayank Shukla