README.md

---
title: Attention Rollout
emoji: 🐢
colorFrom: blue
colorTo: pink
sdk: gradio
sdk_version: 2.9.1
app_file: app.py
pinned: false
license: apache-2.0
---

Attention Rollout was proposed by [Abnar et al.](https://arxiv.org/abs/2005.00928) to quantify the information
that flows through self-attention layers. In the original ViT paper ([Dosovitskiy et al.](https://arxiv.org/abs/2010.11929)),
the authors use it to investigate the representations learned by ViTs. The model used in the backend is `deit_tiny_patch16_224`. For more details about it, refer [here](https://tfhub.dev/sayakpaul/collections/deit/1). DeiT was proposed by [Touvron et al.](https://arxiv.org/abs/2012.12877)"