---
title: MIRAGE
emoji: 🌴
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: 4.44.0
app_file: app.py
pinned: true
license: apache-2.0
short_description: Model Internals to generate RAG citations
tags:
- answer-attribution
- interpretability
- context-usage
- language-modeling
- arxiv:2406.13663
- arxiv:2402.05602
---

Demo for the paper [Model Internals-based Answer Attribution for Trustworthy Retrieval-Augmented Generation](https://arxiv.org/abs/2406.13663) using the AttnLRP method from [AttnLRP: Attention-Aware Layer-Wise Relevance Propagation for Transformers](https://arxiv.org/abs/2402.05602).