Hugging Face

Introducing Waypoint-1: Real-time interactive video diffusion from Overworld

Jan 21, 2026
Introducing Waypoint-1: Real-time interactive video diffusion from Overworld
SummaryAI, from the source post

Introduces Waypoint-1, a real-time interactive video diffusion model trained with diffusion forcing and post-trained with self-forcing. Details the WorldEngine inference library, highlighting optimizations like AdaLN feature caching, static rolling KV cache, matmul fusion, and Torch Compile for low-latency, high-throughput video generation on consumer hardware. Provides a Python code example for using WorldEngine.

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