Open Source & Free

Generate Interactive 3D Worlds with LingBot-World

LingBot-World is an open-source AI world model that generates real-time interactive 3D environments. Developed by Lingbo Technology (Ant Group), LingBot-World rivals Google Genie 3 in qualityโ€”now available for free download. Experience the future of AI-powered world generation with LingBot-World's groundbreaking technology.

28B
Parameters
16
FPS Generation
<1s
Latency
10+
Min Duration
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Real-time World Generation

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S
D

Why Choose LingBot-World?

LingBot-World combines advanced AI capabilities with practical usability for developers and researchers. As an open-source alternative to proprietary world models, LingBot-World empowers creators to build immersive experiences without licensing restrictions. Discover why LingBot-World is trusted by thousands of developers worldwide.

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LingBot-World Long-Term Memory

LingBot-World maintains consistent spatial memory across sessions. Objects remain stable even after 60+ seconds, eliminating the "ghost wall" problem that plagues other world models. LingBot-World's memory architecture ensures coherent environments.

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LingBot-World Style Generalization

LingBot-World was trained on real-world videos, game footage, and Unreal Engine data. The LingBot-World model handles photorealistic, stylized, and artistic renderings with exceptional quality and consistency.

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Interactive LingBot-World Controls

Control LingBot-World exploration with WASD keys or let the AI agent navigate autonomously. LingBot-World delivers smooth, continuous movement sequences for immersive world exploration.

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LingBot-World Real-Time Performance

LingBot-World generates interactive worlds at 16 FPS with sub-1-second latency. Experience truly responsive exploration with LingBot-World's optimized inference pipeline.

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LingBot-World Physics-Aware Generation

LingBot-World simulates realistic space-time relationships. Distant objects approach correctly and spatial reasoning stays coherent in LingBot-World's generated environments.

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LingBot-World Open Source

Unlike closed-source Genie 3, LingBot-World offers complete transparency. Access LingBot-World weights, code, and documentation freely under the Apache 2.0 license.

LingBot-World vs. Competitors

See how LingBot-World compares to other world models and video generation systems. LingBot-World outperforms competitors in key areas including generation speed, memory retention, and open-source availability. Compare LingBot-World features side-by-side with industry alternatives.

Feature LingBot-World Best Google Genie 3 Sora / Kling Odyssey
Real-Time Interactiveโœ“ Yesโœ“ Yesโœ— Noโœ“ Yes
Long-Term Memoryโœ“ 10+ min~1 minโœ— N/Aโœ— Collapses
Generation Speed16 FPSNot disclosedPre-renderedVariable
Latency<1 secondNot disclosedMinutes+Seconds
Open Sourceโœ“ Fullโœ— Closedโœ— Closedโœ— Limited
Action Agentโœ“ YesLimitedโœ— Noโœ— No
Download Availableโœ“ Nowโœ— Researchโœ— API onlyLimited

Choose Your LingBot-World Version

Multiple LingBot-World variants optimized for different use cases and deployment scenarios. Whether you need camera control, action control, or low-latency streaming, LingBot-World has a model variant tailored to your requirements. Each LingBot-World version maintains the same quality standards.

โ— Coming Soon

LingBot-World-Base (Act)

LingBot-World Action Control Version

LingBot-World-Act extends controllability to subject behavior. Issue action commands to control character movement and interactions. This LingBot-World variant enables direct manipulation of in-world entities.

  • LingBot-World action command input
  • Character behavior control
  • Movement/gesture commands
  • LingBot-World release pending
โ— Coming Soon

LingBot-World-Fast

LingBot-World Low Latency Version

LingBot-World-Fast is optimized for real-time streaming and interactive applications. Experience LingBot-World generation with sub-1-second latency at 16 FPS. Perfect for live LingBot-World demonstrations.

  • LingBot-World 16 FPS generation
  • Sub-1-second latency
  • Streaming output
  • LingBot-World release pending

LingBot-World Use Cases

Discover how LingBot-World transforms industries from robotics to entertainment. LingBot-World enables developers to create immersive simulations, generate game environments, and train AI agents in virtual worlds. Explore the diverse applications of LingBot-World across multiple sectors.

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Embodied Intelligence with LingBot-World

Use LingBot-World to train robots and AI agents in simulated environments before real-world deployment. LingBot-World provides realistic physics and consistent world states for effective training.

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Game Development using LingBot-World

Rapidly prototype game environments with LingBot-World and generate infinite procedural variations. LingBot-World accelerates game development workflows significantly.

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Film & Animation with LingBot-World

Create dynamic virtual sets using LingBot-World for pre-visualization before physical production. LingBot-World enables cost-effective virtual environment creation for filmmakers.

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Research & Simulation via LingBot-World

Conduct experiments in controlled virtual environments using LingBot-World for spatial reasoning studies. LingBot-World supports academic and industrial research applications.

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Architecture & Design with LingBot-World

Generate walkthrough experiences using LingBot-World for architectural concepts and urban planning. LingBot-World helps architects visualize designs interactively.

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Education & Training via LingBot-World

Create immersive learning experiences with LingBot-World for history, science, and professional training. LingBot-World transforms educational content delivery.

Technical Performance

LingBot-World delivers state-of-the-art specifications for professional-grade world generation. These LingBot-World technical specifications represent the culmination of advanced AI research. Every aspect of LingBot-World has been optimized for maximum performance and quality.

28B
Total Parameters
14B
Inference Parameters
16
Frames Per Second
720P
Max Resolution
<1s
Response Latency
10+
Minutes Continuous
60s+
Memory Retention
Apache 2.0
License Type

Explore LingBot-World Resources

Access the LingBot-World open-source project on GitHub, read the research paper, and explore model weights on ModelScope. Join the growing LingBot-World community of developers and researchers worldwide.

terminal
# Clone LingBot-World repository
git clone https://github.com/Robbyant/lingbot-world.git

# Navigate to project directory
cd lingbot-world

# Install dependencies
pip install -r requirements.txt

# Download model weights
python download_weights.py --model base-cam

# Run the demo
python demo.py --resolution 720p

Frequently Asked Questions

Common questions about LingBot-World and AI world generation. Find answers about LingBot-World features, requirements, licensing, and more. If your question isn't answered here, contact the LingBot-World team directly.

What is LingBot-World?

LingBot-World is an open-source AI world model developed by Lingbo Technology (Ant Group). LingBot-World generates interactive 3D environments in real-time at 16fps, allowing users to explore dynamically created worlds using WASD keyboard controls. LingBot-World represents a breakthrough in AI-powered world generation technology.

How does LingBot-World compare to Genie 3?

LingBot-World achieves comparable quality to Google Genie 3 across benchmarks, with advantages in high-dynamic environments and 10+ minute generation (vs ~1 min for Genie 3). Unlike Genie 3, LingBot-World is fully open source. LingBot-World also offers better community support and documentation.

What hardware does LingBot-World require?

LingBot-World has 28B parameters with 14B active during inference. For optimal LingBot-World performance, we recommend a GPU with 24GB+ VRAM and 32GB system RAM. LingBot-World also supports CPU inference for testing purposes.

Is LingBot-World free to use?

Yes, LingBot-World is completely open source under the Apache 2.0 license and free for both research and commercial use. Download LingBot-World model weights and code from GitHub without any licensing fees. LingBot-World empowers developers worldwide.

What is a world model like LingBot-World?

A world model like LingBot-World is an AI system that simulates interactive environments responding to user input in real-time. Unlike video generation (Sora), world models like LingBot-World create explorable 3D spaces with consistent physics and persistent memory.

Can I use LingBot-World for game development?

Absolutely! LingBot-World is ideal for rapid prototyping, procedural content generation, automated testing, and NPC training. Game developers worldwide use LingBot-World to accelerate their development workflows.

Explore LingBot-World Today

Join thousands of developers and researchers exploring the next generation of interactive AI world generation with LingBot-World. Access the open-source project and start building.

LingBot-World Privacy Policy

LingBot-World is committed to protecting your privacy and complying with global data protection regulations including GDPR, CCPA, and other 2026 privacy frameworks.

Data Collection

LingBot-World collects minimal data necessary to provide our services. When you download LingBot-World from GitHub or ModelScope, we may collect anonymous usage statistics. LingBot-World does not collect personal information without your explicit consent. All LingBot-World analytics are privacy-preserving and GDPR-compliant.

Data Usage

LingBot-World uses collected data solely to improve our services and user experience. LingBot-World never sells your data to third parties. Any data shared with LingBot-World analytics partners is anonymized and aggregated. Your LingBot-World usage patterns help us optimize performance.

Your Rights

Under GDPR and CCPA, LingBot-World users have the right to access, correct, delete, or export their personal data. LingBot-World respects your right to be forgotten. Contact LingBot-World at [email protected] for any data requests.

Cookies & Tracking

LingBot-World website uses essential cookies for functionality and analytics cookies (with consent) for improvement. LingBot-World uses Plausible Analytics, a privacy-focused alternative to Google Analytics. You can opt out of LingBot-World analytics at any time.

LingBot-World Terms of Service

By using LingBot-World, you agree to these terms. LingBot-World is provided under the Apache 2.0 license for maximum flexibility.

License Terms

LingBot-World is licensed under the Apache 2.0 License. You are free to use, modify, and distribute LingBot-World for any purpose, including commercial applications. LingBot-World comes with no warranty; use at your own risk. Attribution to LingBot-World is appreciated but not required.

Acceptable Use

LingBot-World must not be used for illegal activities, generating harmful content, or violating others' rights. LingBot-World users are responsible for ensuring their generated content complies with local laws. Misuse of LingBot-World may result in account termination.

Intellectual Property

Content generated using LingBot-World belongs to the user, subject to training data rights. LingBot-World itself and the LingBot-World brand are trademarks of Lingbo Technology. You may not claim LingBot-World outputs as original work without disclosure.

Support & Updates

LingBot-World is provided as-is. Lingbo Technology may release LingBot-World updates at our discretion. LingBot-World community support is available via GitHub Issues and Discord. Enterprise LingBot-World support is available upon request.