How they use Nebius AI Cloud

Mimic Robotics credits Nebius with providing part of the compute used in its FLUX-mimic experiments. The research combines a pretrained video backbone with an action expert and joint video-action supervision to learn industrial manipulation tasks.

The project collected 55,217 episodes across 31 tasks, totaling 295.8 hours of recordings. Researchers evaluated separately trained policies on Franka arms with dexterous hands and Trossen arms with grippers. In soft part kitting experiments on Franka, FLUX-mimic achieved 77.5% success with two hours of action-labeled demonstrations and 95% with eight hours. These action-data budgets exclude backbone pretraining.