A newer version of the Streamlit SDK is available:
1.54.0
metadata
title: Legaleaze
emoji: ⚖️
colorFrom: blue
colorTo: purple
sdk: streamlit
sdk_version: 1.39.0
app_file: app.py
pinned: false
models:
- ckharche/legaleaze-bart-121k
Legaleaze: Legal Text Simplifier
Fine-tuned BART-Large-CNN with LoRA adapters to simplify complex legal language into plain English.
Training
- Steps: 121,000
- Dataset: 53k asylum case documents (Canadian legal corpus)
- Hardware: Northeastern University H100/H200 GPUs
- Method: LoRA (r=16, α=32) for parameter-efficient fine-tuning
Performance
| Metric | Score |
|---|---|
| FKGL Reduction | 35% |
| BERTScore F1 | 0.89 |
| ROUGE-L | 0.48 |
Built by @ckharche