LIVE-Re10K

Official checkpoints for LIVE: Long-horizon Interactive Video World Modeling, accepted at ICML 2026 (arXiv:2602.03747).

Files

File Role Format Size
nfd-df-re10k.ckpt NFD/DF initialization checkpoint trained on RealEstate10K PyTorch Lightning checkpoint 10.345 GB
nfd-tf-re10k.ckpt Teacher Forcing baseline trained on RealEstate10K PyTorch Lightning checkpoint 10.361 GB
live-re10k.ckpt Final LIVE checkpoint trained with cycle forcing PyTorch Lightning checkpoint 10.437 GB
vae-kl16.ckpt KL16 video VAE used by the models PyTorch checkpoint 0.266 GB

The two NFD baselines and final LIVE model are provided as training checkpoints for use with the official LIVE code release. See the code repository documentation for configuration, data preparation, loading, and inference instructions.

Citation

@article{huang2026live,
  title={LIVE: Long-horizon Interactive Video World Modeling},
  author={Huang, Junchao and Ye, Ziyang and Hu, Xinting and He, Tianyu and Zhang, Guiyu and Shi, Shaoshuai and Bian, Jiang and Jiang, Li},
  journal={arXiv preprint arXiv:2602.03747},
  year={2026}
}

License

Please follow the license and usage terms in the official code release and the upstream datasets/models used by this project.

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Paper for junchaoh-cs/LIVE-Re10K