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As mentioned in ReadMe, This work draws inspiration from the GGUF format.

From what I know is GGUF format is popular for very low size and thus works on very low VRAM. The drawback is the quality suffers.

What are the advantages over GGUF. I see models are like 13, 20, 40 GB.
Is this format meant to work on high end GPU's only or it supports Q3, Q8..etc like GGUF
https://huggingface.co/city96/HunyuanVideo-gguf/tree/main