w4a8 is experimental format using 4bit weights and int8-convrot activations, at testing phase, further info here: https://github.com/Comfy-Org/comfy-kitchen/pull/90 Requires ComfyUI 0.31.0 --- int8_convrot VAE needs ComfyUI 0.31.0 or you get black outputs It speeds up VAE decode times by ~1.5x --- ref lora is the difference between fl2va and ref2va, completely experimental, I don't even know if it has a use case at this point.