Thank you. I just found this additional info on huggingface:

An NVIDIA GPU with CUDA support is required.

• The model is tested on a single 80G GPU.
• Minimum: The minimum GPU memory required is 60GB for 720p.
• Recommended: We recommend using a GPU with 80GB of memory for better generation quality.