# LingBot-World

> LingBot-World is an open-source real-time interactive AI world model that generates infinite explorable 3D worlds from a single image. Featuring 28 billion parameters, 16 FPS generation, sub-second latency, and stable long-term memory for over 10 minutes of continuous world generation. Released by Robbyant (Ant Group) under Apache 2.0 License.

LingBot-World represents a paradigm shift from passive video generation to active world simulation. Unlike traditional video generators that output pre-computed footage, LingBot-World creates content dynamically based on user actions, similar to how a video game engine works. The model maintains high fidelity and robust dynamics across diverse environments including realistic, scientific, cartoon, and game styles.

## Core Features

- [About LingBot-World](https://lingbot-world.xyz/#about): Introduction to the open-source AI world model with 28B parameters
- [Key Features](https://lingbot-world.xyz/#features): Three breakthrough capabilities - Stable Long-term Memory, Extreme Style Generalization, and Intelligent Action Agent
- [Gaming Applications](https://lingbot-world.xyz/#gaming): Zero-code world generation for game development, rapid prototyping, automated QA testing, and NPC training
- [Model Versions](https://lingbot-world.xyz/#models): Three variants - Base (Camera Poses), Base (Actions), and Fast (Low Latency)

## Technical Resources

- [Technical Specifications](https://lingbot-world.xyz/#technical): Architecture details, training data, key innovations, and competitor comparison
- [Getting Started Guide](https://lingbot-world.xyz/#getting-started): Installation instructions and deployment steps
- [FAQ](https://lingbot-world.xyz/#faq): Frequently asked questions about LingBot-World

## Official Resources

- [Official Project Page](https://technology.robbyant.com/lingbot-world): Robbyant official LingBot-World page
- [GitHub Repository](https://github.com/Robbyant/lingbot-world): Source code, installation guide, and documentation
- [Research Paper](https://arxiv.org/abs/2601.20540): Technical paper "Advancing Open-source World Models"
- [HuggingFace Models](https://huggingface.co/collections/robbyant/lingbot-world): Download model weights
- [ModelScope](https://www.modelscope.cn/collections/Robbyant/LingBot-World): ModelScope model collection

## Model Specifications

- **Total Parameters**: 28 billion
- **Inference Parameters**: 14 billion
- **Frame Rate**: 16 FPS real-time generation
- **Latency**: Sub-second (<1s) response time
- **Resolution**: 480P and 720P output support
- **Stable Generation**: 10+ minutes without world collapse
- **License**: Apache 2.0 (commercial use permitted)

## Legal

- [Privacy Policy](https://lingbot-world.xyz/privacy.html): Data collection and protection practices
- [Terms of Use](https://lingbot-world.xyz/terms.html): Usage terms and conditions
- [Disclaimer](https://lingbot-world.xyz/disclaimer.html): Legal disclaimers and limitations

## Optional

- [HuggingFace Paper Page](https://huggingface.co/papers/2601.20540): Community discussion about the research paper
- [Robbyant Company](https://www.robbyant.com): Parent company website - embodied intelligence within Ant Group