23 upvotes
One-step action model cuts inference time for autonomous driving
What is OSWAM: An Effective World Action Model with One-Step Action Generation?
OSWAM is a world-action model that produces driving actions in a single step, bypassing the multi-step denoising loop used by earlier methods. It matches prior accuracy while needing far fewer iterations, dramatically speeding up inference.
Who it is for
Anyone building self-driving or robot control systems can lower latency and compute costs without sacrificing performance.
How to try it
Visit https://huggingface.co/papers/2610.35850 for code and demo