---
title: Neural Drive
emoji: 🏎️
colorFrom: yellow
colorTo: gray
sdk: static
pinned: false
short_description: Live world model of SuperTuxKart — no game engine
models:
  - codelion/neural-drive-model
---

# Neural Drive — a world model you can steer, in your browser

Real-time interactive **world model** for SuperTuxKart, running entirely client-side on **WebGPU**
via onnxruntime-web. There is **no game engine** — each frame is predicted by a neural network
from the last 7 frames + your keys, then decoded. Arrow keys drive, D = drift. Trained in PyTorch
on gameplay video; runs the fp16 build on your GPU.

Model & weights: [codelion/neural-drive-model](https://huggingface.co/codelion/neural-drive-model)