NVIDIA's Cosmos Predict 2.5 lets robotics teams generate physically plausible video predictions, and fine tuning it with LoRA or DoRA makes customization accessible without massive compute budgets. This guide covers the workflow, practical tips, and real-world applications driving adoption.





