This is a conversion of 10Eros to nvfp4 format using Silveroxides' convert_to_quant script. Some layers and weights are kept in native weights format for better output quality.

regular version is a direct conversion without SVD optimization.

_learned one has some additional tuning, experimental parameters.

These models are drop-in replacement in native ComfyUI workflows, performance gain is only noticeable on Nvidia 5000 series GPU and with a moderately up-to-date environment (PyTorch >= 2.10, CUDA >= 13.0).