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I noticed you mentioned the model is 5B. Is it trained based on Wan2.2 5B? Additionally, on a single RTX 5090, what FPS could be achieved with Sage3+SLA enabled? Compared to other mature video-based world models, what novel innovations does this model offer?

Thank you for your interest!

1. Yes, our model is trained based on Wan2.2-5B.
2. On a single RTX 5090, it can generate 480p streaming video at over 24 FPS. We also plan to open-source our SGLang-based inference code.
3. Compared with existing video world models, our model supports joint control through both text prompts and WASD actions, and achieves strong results in prompt-guided, action-controllable video generation.