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
- Legal document chunking
- Transformer-based embeddings
- Abstractive summarization
- Retrieval-ready outputs for RAG systems
Datasets
- 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