Advancing Open-source World Models
We present LingBot-World, an open-sourced world simulator stemming from video generation. Positioned as a top-tier world model, LingBot-World offers the following features. (1) It maintains high fidelity and robust dynamics in a broad spectrum of environments, including realism, scientific contexts, cartoon styles, and beyond. (2) It enables a minute-level horizon while preserving contextual consistency over time, which is also known as "long-term memory". (3) It supports real-time interactivity, achieving a latency of under 1 second when producing 16 frames per second. We provide public access to the code and model in an effort to narrow the divide between open-source and closed-source technologies. We believe our release will empower the community with practical applications across areas like content creation, gaming, and robot learning.
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Robbyant Team
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Zelin Gao
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Qiuyu Wang
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Yanhong Zeng
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Ka Leong Cheng
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2026-01-29T13:56:36.041Z
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Ka Leong Cheng
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Yixuan Li
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Hanlin Wang
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hanlin wang
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Yinghao Xu
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Yinghao Xu
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Shuailei Ma
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Yihang Chen
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Jie Liu
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Yansong Cheng
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Yao Yao
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Jiayi Zhu
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Yihao Meng
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Yihao Meng
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Kecheng Zheng
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Qingyan Bai
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Qingyan
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Jingye Chen
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JingyeChen22
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Zehong Shen
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Yue Yu
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Bruce Yu
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Xing Zhu
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Yujun Shen
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Hao Ouyang
Advancing Open-source World Models
We present LingBot-World, an open-sourced world simulator stemming from video generation. Positioned as a top-tier world model, LingBot-World offers the following features. (1) It maintains high fidelity and robust dynamics in a broad spectrum of environments, including realism, scientific contexts, cartoon styles, and beyond. (2) It enables a minute-level horizon while preserving contextual consistency over time, which is also known as "long-term memory". (3) It supports real-time interactivity, achieving a latency of under 1 second when producing 16 frames per second. We provide public access to the code and model in an effort to narrow the divide between open-source and closed-source technologies. We believe our release will empower the community with practical applications across areas like content creation, gaming, and robot learning.
LingBot-World is an open-source world simulator with high-fidelity dynamics, long-term memory capabilities, and real-time interactivity for diverse environments.
world simulator video generation world model long-term memory real-time interactivity