Mini toolsLingBot World Fast
By Robbyant
LingBot World Fast is a camera pose controlled variant of the LingBot World family of open source world simulators built on video generation. It converts an input image and text prompt into extended, minute level video sequences while preserving long term consistency across the scene. It achieves real time interactivity, producing 16 frames per second with under 1 second latency, and supports both 480P and 720P output. Intended applications include content creation, gaming, and robot learning, where consistent, controllable, and interactive video generation from a single starting frame is required.
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Overview
LingBot World Fast is an open source image to video world model that generates long, temporally consistent video from a starting image, text prompt, and camera pose signals. It supports 480P and 720P resolution and real time, low latency generation.
Last updated: July 8, 2026
