rt1-world-model-multi-step-rlvr

2
llama
by
thuml
Other
OTHER
2505.13934B params
New
2 downloads
Early-stage
Try on Hugging FaceAdd to Compare
Edge AI:
Mobile
Laptop
Server
5600GB+ RAM
Mobile
Laptop
Server
Quick Summary

See https://github.com/thuml/RLVR-World for examples for using this model.

Device Compatibility

Mobile
4-6GB RAM
Laptop
16GB RAM
Server
GPU
Minimum Recommended
2334GB+ RAM

Code Examples

Citationtext
@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},
}
Citationtext
@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},
}
Citationtext
@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},
}
Citationtext
@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},
}
Citationtext
@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},
}
Citationtext
@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},
}
Citationtext
@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},
}
Citationtext
@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},
}
Citationtext
@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},
}
Citationtext
@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},
}
Citationtext
@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},
}
Citationtext
@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},
}
Citationtext
@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},
}
Citationtext
@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},
}
Citationtext
@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},
}
Citationtext
@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},
}
Citationtext
@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},
}
Citationtext
@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},
}
Citationtext
@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},
}
Citationtext
@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},
}
Citationtext
@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},
}
Citationtext
@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},
}
Citationtext
@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},
}
Citationtext
@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},
}
Citationtext
@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},
}
Citationtext
@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},
}
Citationtext
@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},
}
Citationtext
@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},
}
Citationtext
@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},
}
Citationtext
@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},
}
Citationtext
@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},
}
Citationtext
@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},
}
Citationtext
@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},
}
Citationtext
@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},
}
Citationtext
@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},
}
Citationtext
@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},
}
Citationtext
@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},
}
Citationtext
@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},
}
Citationtext
@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},
}
Citationtext
@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},
}
Citationtext
@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},
}
Citationtext
@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},
}
Citationtext
@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},
}
Citationtext
@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},
}
Citationtext
@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},
}
Citationtext
@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},
}
Citationtext
@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},
}
Citationtext
@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},
}

Deploy This Model

Production-ready deployment in minutes

Together.ai

Instant API access to this model

Fastest API

Production-ready inference API. Start free, scale to millions.

Try Free API

Replicate

One-click model deployment

Easiest Setup

Run models in the cloud with simple API. No DevOps required.

Deploy Now

Disclosure: We may earn a commission from these partners. This helps keep LLMYourWay free.