NaturalBeauty is a photorealistic LoRA for creating nude and topless images of beautiful women. It's available for Krea 2 Turbo and Flux.2 [klein] 9B.
To trigger the LoRA, add
nakedortoplessto your prompt. (bottomlessalso works!)You can also add
breasts visible,nipples visible, and / orpussy visibleto accentuate things further.
NaturalBeauty reliably generates naked and semi-naked photos with correct anatomy, and with a more photorealistic look than default models alone.
This LoRA is the result of a two-year project to tag 30k+ images from a diverse dataset. No watermarks, no tattoos; just beautiful images of beautiful women.
Tagging
NaturalBeauty can do more than just nudity! In addition to naked and topless, try adding any of the following extra details for more control:
{a caucasian|a black|an asian|a latina|an indian} woman,
{standing, wide stance|standing, feet together|kneeling|squatting},
{naked|topless|bottomless|breasts visible|nipples visible},
{bare feet|high heels},
{short|medium length|long|very long} {braided|braids|crimped|curly|ponytail|straight|wavy}
{black|dark brown|medium brown|light brown|chestnut brown|auburn|orange|red|strawberry blond|light blond|medium blond|bleached blond|platinum blond} hair,
{neutral expression|slight smile|full smile},
{closed|slightly open|open} mouth,
{closed|open} eyes,
{looking at camera|looking away},
{facing camera|facing away|facing left|facing right}
{tiny|small|medium|large|huge|gigantic} {perfect|pendulous} {fake|natural} breasts,
{shaved pussy|landing strip|trimmed pussy|hairy pussy},
{arms by side|hands behind head|hands in hair|hands cupping breasts|hands on thighs|hands on hips}For example:
a caucasian woman, standing, wide stance, naked, long wavy medium blond hair, slight smile, closed mouth, open eyes, looking at camera, facing camera, huge perfect natural breasts, shaved pussy, hands behind headNaturalBeauty is optimized to produce good results without needing a negative prompt.
Recommended generation settings
All of my example images have a ComfyUI workflow and instructions embedded inside them. Just drag one of the sample PNG images into ComfyUI and generate!
NaturalBeauty is optimized for generating portrait images with a 2:3 aspect ratio. Other aspect ratios also work.
For Krea 2 Turbo, I recommend using Euler Ancestral schedulers instead of Euler, to avoid occasional visual artifacts.
For Flux.2 [klein] 9B, I recommend the Heun scheduler.
Training settings
30,000+ hand-tagged images (naked and clothed, no tattoos or watermarks), plus flips
Extensive tagging for ethnicity, breasts, nudity, pubic hair, clothing, leg pose, arm pose, hair, eyes, mouth, jewelry, piercing
Notes
This is a follow-on to a FLUX.1 LoRA I released back in December 2024, named NaturalBeauty FLUX Nudity. There's a Qwen-Image-2512 LoRA too!
Description
Initial version for FLUX.2 [klein] 9B.
FAQ
Comments (4)
Working with Character lora without destroys face?
I only see SD nipples, not human nipples, and it's much worse here then some popular SDXL checkpoints here on Civit-AI. SD nipples look like a censored doll-girl is wearing pasties, often opaque, designed to give her nipples like a real girl, but they don't transition and blend with the surrounding skin correctly because they're not actually a part of her breasts.
Are most of the training image nipples inpainted onto non-nude models? Is this just what happens when you try to train a censored model about nipples after the fact?
Huh, interesting! There are no inpainted details in the training set - everything the LoRa was trained on is real.
@Darkestaxe I spent some time working on this. Nipple (and breast) realism is much improved in v2 of the model.



















