forbiddenmichael/uncensored-studio-adapters

Uncensored Studio adapters

Rank-64 adapters extracted from community fine-tunes of Z-Image Turbo against the plain base (Comfy-Org/z_image_turbo, bf16): low-rank SVD of the weight difference over the 30 transformer layers (attention q, k, v, out; feed-forward w1, w2, w3; adaLN modulation). Norm and bias changes are not carried. They let a checkpoint's look run on a hosted Z-Image Turbo adapter endpoint, pay per image. Use at scale 1.0, 8 to 9 steps, guidance 0.

All credit for each fine-tune goes to its author; each file's metadata names its source. Extraction script: scripts/extract-zimage-adapter.py in the Uncensored Studio repository (https://uncensored-studio.art).

File	Source	Author	Signal kept at rank 64 (median)	Licence note
cyberrealistic_zit_v5_r64.safetensors	CyberRealistic Z-Image Turbo v5.0 (bf16), civitai.com/models/2218365	Cyberdelia	0.90	Civitai: Image, Rent, Sell, SellMerge
cyberrealistic_zit_v7m_r64.safetensors	CyberRealistic Z-Image Turbo v7.0 (fp8 source, base rounded to fp8 first)	Cyberdelia	0.25	same
cyberrealistic_zit_v7_r64.safetensors	CyberRealistic Z-Image Turbo v7.0 (fp8 source, plain subtraction)	Cyberdelia	0.21	same
pornmaster_zit_v35m_r64.safetensors	PornMaster Z-Image Turbo V3.5 (fp8 source, base rounded to fp8 first), civitai.com/models/2270401	PornMaster	0.48	Civitai: Image, RentCivit; no Sell. Not for paid routes
pornmaster_zit_v35_r64.safetensors	PornMaster Z-Image Turbo V3.5 (fp8 source, plain subtraction)	PornMaster	0.33	same

An fp8 source file carries rounding noise that a low-rank extraction cannot separate from the fine-tune; bf16 sources give far higher capture. Prefer the bf16-derived files where one exists. The v4 adapter lives at forbiddenmichael/cyberrealistic-zit-v4-adapter.