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metadata
license: apache-2.0
library_name: pytorch
tags:
  - world-model
  - aerial-navigation
  - diffusion
  - computer-vision

ANWM

Aerial Navigation World Model checkpoint released with the paper Aerial World Model for Long-horizon Visual Generation and Navigation in 3D Space.

Files

File Steps Notes
0200000.pth.tar 200,000 Paper / released model (config/anwm.yaml)

Quick start

Clone the code, then download this checkpoint into the path expected by infer.py:

git clone https://github.com/EmbodiedCity/ANWM.code.git
cd ANWM.code

huggingface-cli download EmbodiedCity/ANWM 0200000.pth.tar \
  --local-dir logs/anwm_cdit_airvln/checkpoints

# optional check
python scripts/check_environment.py --require-checkpoint

# inference
torchrun --standalone --nproc_per_node=1 infer.py \
  --exp config/anwm.yaml \
  --ckp 0200000 \
  --datasets airvln_16 \
  --eval_type rollout \
  --rollout_fps_values 1,4

This places the weight at:

logs/anwm_cdit_airvln/checkpoints/0200000.pth.tar

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