---
title: Orbis 2 World Model
emoji: 🚗
colorFrom: pink
colorTo: red
sdk: gradio
sdk_version: 6.20.0
app_file: app.py
short_description: Hierarchical driving world model — predict future frames
python_version: "3.12"
startup_duration_timeout: 1h
models:
  - sud0301/orbis2
---

# Orbis 2 — A Hierarchical World Model for Driving

Interactive demo of [Orbis 2](https://lmb-freiburg.github.io/orbis2.github.io/), a
hierarchical driving world model. Feed it a short clip of front-camera driving
footage and it autoregressively predicts the future: a frozen low-frame-rate
**L2** predictor provides abstract long-range context while the high-frame-rate
**L1** detail predictor generates the future frames.

- Paper: https://arxiv.org/abs/2607.15898
- Code: https://github.com/lmb-freiburg/orbis2
- Weights: https://huggingface.co/sud0301/orbis2