Place released ckpt at logs/anwm_cdit_airvln/checkpoints/0200000.pth.tar and add README
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README.md
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---
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license: apache-2.0
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library_name: pytorch
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tags:
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- world-model
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- aerial-navigation
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- diffusion
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- computer-vision
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---
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# ANWM
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Aerial Navigation World Model checkpoint released with the paper
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[Aerial World Model for Long-horizon Visual Generation and Navigation in 3D Space](https://arxiv.org/abs/2512.21887).
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Dataset: [EmbodiedCity/ANWM-Dataset](https://huggingface.co/datasets/EmbodiedCity/ANWM-Dataset)
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## Checkpoint
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| File | Steps | Notes |
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|---|---:|---|
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| `logs/anwm_cdit_airvln/checkpoints/0200000.pth.tar` | 200,000 | Paper / released model (`config/anwm.yaml`) |
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## Quick start
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From the ANWM code repo root:
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```bash
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# download into the path expected by infer.py / check_environment.py
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huggingface-cli download EmbodiedCity/ANWM \
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logs/anwm_cdit_airvln/checkpoints/0200000.pth.tar \
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--local-dir .
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# optional check
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python scripts/check_environment.py --require-checkpoint
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# inference
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torchrun --standalone --nproc_per_node=1 infer.py \
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--exp config/anwm.yaml \
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--ckp 0200000 \
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--datasets airvln_16 \
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--eval_type rollout \
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--rollout_fps_values 1,4
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```
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The downloaded layout matches the documented local path:
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```text
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logs/anwm_cdit_airvln/checkpoints/0200000.pth.tar
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```
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## Related
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- Dataset: https://huggingface.co/datasets/EmbodiedCity/ANWM-Dataset
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- Paper: https://arxiv.org/abs/2512.21887
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{checkpoints/nwm_cdit_airvln_v5_3 → logs/anwm_cdit_airvln/checkpoints}/0200000.pth.tar
RENAMED
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File without changes
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