Long-Term Memory
Maintains consistent spatial memory across sessions. Objects remain stable even after 60+ seconds, eliminating the "ghost wall" problem.
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. Comparable to Google Genie 3 in qualityโnow available for free download.
28B
Parameters
16
FPS Generation
<1s
Latency
10+
Min Duration
Real-time World Generation
W
A
S
D
Why Choose LingBot-World?
LingBot-World combines advanced AI capabilities with practical usability for developers and researchers.
Style Generalization
Trained on real-world videos, game footage, and Unreal Engine data. Handles photorealistic, stylized, and artistic renderings.
Interactive Controls
Control exploration with WASD keys or let the AI agent navigate autonomously. Smooth, continuous movement sequences.
Real-Time Performance
Generate interactive worlds at 16 FPS with sub-1-second latency. Truly responsive exploration experience.
Physics-Aware
Simulates realistic space-time relationships. Distant objects approach correctly and spatial reasoning stays coherent.
Fully Open Source
Unlike closed-source Genie 3, LingBot-World offers complete transparency. Access weights, code, and documentation freely.
LingBot-World vs. Competitors
See how LingBot-World compares to other world models and video generation systems.
| Feature | LingBot-World Best | Google Genie 3 | Sora / Kling | Odyssey |
|---|---|---|---|---|
| Real-Time Interactive | โ Yes | โ Yes | โ No | โ Yes |
| Long-Term Memory | โ 10+ min | ~1 min | โ N/A | โ Collapses |
| Generation Speed | 16 FPS | Not disclosed | Pre-rendered | Variable |
| Latency | <1 second | Not disclosed | Minutes+ | Seconds |
| Open Source | โ Full | โ Closed | โ Closed | โ Limited |
| Action Agent | โ Yes | Limited | โ No | โ No |
| Download Available | โ Now | โ Research | โ API only | Limited |
Choose Your LingBot-World Version
Multiple variants optimized for different use cases and deployment scenarios.
LingBot-World-Base (Cam)
Camera Control Version
Control camera poses and movement trajectories for cinematic exploration. Ideal for push-in shots, orbits, and pans.
- 480P and 720P resolution
- Camera pose control input
- 28B params, 14B inference
- Weights on GitHub
LingBot-World-Base (Act)
Action Control Version
Extends controllability to subject behavior. Issue action commands to control character movement and interactions.
- Action command input
- Character behavior control
- Movement/gesture commands
- Awaiting release
LingBot-World-Fast
Low Latency Version
Optimized for real-time streaming and interactive applications. Sub-1-second latency at 16 FPS.
- 16 FPS generation
- Sub-1-second latency
- Streaming output
- Awaiting release
LingBot-World Use Cases
Discover how LingBot-World transforms industries from robotics to entertainment.
Embodied Intelligence
Train robots and AI agents in simulated environments before real-world deployment.
Game Development
Rapidly prototype game environments and generate infinite procedural variations.
Film & Animation
Create dynamic virtual sets for pre-visualization before physical production.
Research & Simulation
Conduct experiments in controlled virtual environments for spatial reasoning studies.
Architecture & Design
Generate walkthrough experiences for architectural concepts and urban planning.
Education & Training
Create immersive learning experiences for history, science, and professional training.
Technical Performance
State-of-the-art specifications for professional-grade world generation.
28B
Total Parameters
14B
Inference Parameters
16
Frames Per Second
720P
Max Resolution
<1s
Response Latency
10+
Minutes Continuous
60s+
Memory Retention
MIT
License Type
Get Started with LingBot-World
Download the open-source LingBot-World model and start generating interactive 3D worlds today.
terminal
# Clone LingBot-World repository git clone https://github.com/AntGroup-Lingbo/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.
What is LingBot-World?
LingBot-World is an open-source AI world model developed by Lingbo Technology (Ant Group). It generates interactive 3D environments in real-time at 16fps, allowing users to explore dynamically created worlds using WASD keyboard controls.
How does it 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.
What hardware is required?
LingBot-World has 28B parameters with 14B active during inference. We recommend a GPU with 24GB+ VRAM and 32GB system RAM for optimal performance.
Is LingBot-World free to use?
Yes, LingBot-World is completely open source under the MIT license and free for both research and commercial use. Download model weights and code from GitHub without any licensing fees.
What is a world model?
A world model is an AI system that simulates interactive environments responding to user input in real-time. Unlike video generation (Sora), world models create explorable 3D spaces with consistent physics.
Can I use it for game development?
Absolutely! LingBot-World is ideal for rapid prototyping, procedural content generation, automated testing, and NPC training in game development workflows.
Start Building with LingBot-World Today
Join thousands of developers and researchers creating the next generation of interactive AI experiences.