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lingbot-world-v2-realtime

1.3B world model running at 16 FPS on an RTX 5090

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GITHUB · launched Sep 16, 2026 · 14 upvotes (top 55%) · 0 views

Niche: foundation model frameworks · 40 launches, 4 in the last 7 days · Explore this niche →

Category and tags

  • Horizontal
  • Model & infra
  • Developer
  • AI-native
  • Hobby / open-source project

Visit website ↗ Source listing ↗

Could you build this?

No Training and running a 1.3B parameter generative interactive world model at 16 FPS in real time demands cutting-edge ML research and low-level GPU kernel optimization.

What it would actually take: The architecture requires training a multi-modal autoregressive or diffusion latent world model on extensive video/action datasets using massive GPU clusters. Achieving 16 FPS real-time generation on a single RTX 5090 requires custom CUDA/Triton kernels, TensorRT engine compilation, and low-bit quantization (FP8/INT4). This requires deep expertise in deep generative modeling, high-performance computing, and hardware-level inference optimization.

Competitors

Other products that read as similar to this one : 728 launches clear the similarity bar, closest 8 shown.

Attention rank: #408 of 729 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 313 days after the earliest competitor.

The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.