NaturalBeauty FLUX.2 Nudity is a photorealistic FLUX.2 [klein] 9B LoRA for creating nude and topless images of beautiful women.

• To trigger the LoRA, add naked or topless to your prompt. (bottomlessalso works!)

• You can also add breasts visible, nipples visible, and / or pussy visible to accentuate things further.

NaturalBeauty enables FLUX.2 [klein] 9B to reliably generate naked and semi-naked photos with correct anatomy, and with a more photorealistic look than the default model alone.

This LoRA is the result of a two-year project to tag 26k+ images from a diverse dataset. No watermarks, no tattoos; just beautiful images of beautiful women.

Tagging

NaturalBeauty FLUX.2 Nudity 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,
{tiny|small|medium|large|huge|gigantic} {perfect|pendulous} {fake|natural} breasts,
{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, huge perfect natural breasts, hands behind head

NaturalBeauty FLUX.2 Nudity is optimized to produce good results without needing a negative prompt.

Recommended generation settings

NaturalBeauty FLUX.2 Nudity is trained to generate portrait images with a size of 1024x1536 pixels. Other 2:3 aspect ratio sizes should also work.

All of the example images were generated in ComfyUI with the following settings:

• Sampler: Heun

• Steps: 4

• CFG: 1.0

• LoRA model strength: 1.0

All of the example images for this model have a ComfyUI workflow and instructions embedded inside them. Just drag one of the sample PNG images into ComfyUI and generate!

Training settings

• 26,103 hand-tagged images (naked and clothed, no tattoos or watermarks), plus flips

• Extensive tagging for ethnicity, breasts, nudity, clothing, leg pose, arm pose, hair, eyes, mouth, jewelry, piercing

• 1x H200

• Constant learning rate of 1e-5 over 6 epochs at full 1024x1536 size with batch size 22

• 64-dim bf16 LoRA export from fine-tuned base model

• Trained with musubi-trainer

Notes

This LoRA 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!