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**Simulate Anything on Anything** - Open science world models that run on consumer hardware. From mobile phones to gaming PCs, experience state-of-the-art AI models at blazing speeds.
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[Join Our Discord](https://discord.gg/
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## Our Mission
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We're making world models accessible to everyone. Through open science and community collaboration, we're building AI models that run locally on your hardware - no cloud required. Our models achieve hundreds of FPS on RTX 5090s and 60 FPS on NVIDIA Jetson for robotics applications.
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## Key Technologies
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### 🚀 Real-time World Generation
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- **60 FPS** on the latest consumer hardware
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- No cloud computing needed. Run our best models on your current PC or laptop
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### ⚡ Model Distillation
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- Production-ready optimization techniques
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### 🧪 Human Evaluation Platform
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- [OWL Eval](https://eval.wayfarerlabs.ai) - An open-source evaluation platform for AI-generated videos
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- Reveals critical model failures that automated metrics miss
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- Understand human perception of AI content
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## Major Research Projects
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### 3D Consistency
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Depth map integration and point cloud conditioning for spatially coherent world generation.
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### Long-term Spatiotemporal
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Solving temporal flickering through frame-pair training and optical flow conditioning.
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### Novel Architectures
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Diffusion transformers for decoding, hierarchical VAE-GANs, and self-forcing for KV cache optimization.
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### Embedded Devices
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Models intended to run anywhere from Steam Deck to iPhone (soon), achieving real-time performance without cloud infrastructure.
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## Active Bounties
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We offer paid bounties for contributions to our open-source projects. Check our [GitHub Bounty Board](https://github.com/orgs/Wayfarer-Labs/projects/3) for current opportunities.
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### How to Contribute
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1. Browse active bounties on our [bounty board](https://github.com/orgs/Wayfarer-Labs/projects/3)
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2. Join our [Discord](https://discord.gg/dX4HW9Pt7Z) (1000+ members) or our model-specific [Discord](https://discord.gg/jT93EuasMA) (*Ask for a role!)
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3. Contact @louis or @spencer on Discord to discuss or claim a bounty
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4. Submit your PR and get paid upon merge
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## Open Source Projects
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- **World Models** - State-of-the-art models for real-time generation
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- **OWL Eval** - Human evaluation platform for AI-generated content
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- **Diffusion Decoders** - Optimized decoders with depth pruning
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- **Training Pipelines** - Open frameworks for model training
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## Recent Publications
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- [Why Human Evaluation is the Missing Piece in World Model Development](https://wayfarerlabs.ai/blog/why-human-evaluation-is-the-missing-piece-in-world-model-development)
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**Simulate Anything on Anything** - Open science world models that run on consumer hardware. From mobile phones to gaming PCs, experience state-of-the-art AI models at blazing speeds.
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[Join Our Discord](https://discord.gg/overworld) | [Visit Our Website](https://over.world/) | [Try our model (coming soon)](https://overworld.stream)
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## Our Mission
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We're making world models accessible to everyone. Through open science and community collaboration, we're building AI models that run locally on your hardware - no cloud required. Our models achieve hundreds of FPS on RTX 5090s and 60 FPS on NVIDIA Jetson for robotics applications.
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## Recent Publications
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- [Why Human Evaluation is the Missing Piece in World Model Development](https://wayfarerlabs.ai/blog/why-human-evaluation-is-the-missing-piece-in-world-model-development)
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