RLVR-World
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import torch
from diffusers import DiffusionPipeline
# switch to "mps" for apple devices
pipe = DiffusionPipeline.from_pretrained("thuml/rt1-frame-tokenizer", dtype=torch.bfloat16, device_map="cuda")
prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k"
image = pipe(prompt).images[0]See https://github.com/thuml/RLVR-World for examples for using this model.
Citation
@article{wu2025rlvr,
title={RLVR-World: Training World Models with Reinforcement Learning},
author={Jialong Wu and Shaofeng Yin and Ningya Feng and Mingsheng Long},
journal={arXiv preprint arXiv:2505.13934},
year={2025},
}
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