NaturalBeauty FLUX.2 Nudity<span style="background-color:rgb(26, 27, 30);color:rgb(193, 194, 197);font-family:-apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Helvetica, Arial, sans-serif, &quot;Apple Color Emoji&quot;, &quot;Segoe UI Emoji&quot;;font-size:16px"> is a photorealistic FLUX.2 [klein] 9B LoRA for creating nude and topless images of beautiful women.<ul><li>To trigger the LoRA, add <code>naked</code> or <code>topless</code> to your prompt. (<code>bottomless</code>also works!)</li><li>You can also add <code>breasts visible</code>, <code>nipples visible</code>, and / or <code>pussy visible</code> to accentuate things further.</li></ul><span style="background-color:rgb(26, 27, 30);color:rgb(193, 194, 197);font-family:-apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Helvetica, Arial, sans-serif, &quot;Apple Color Emoji&quot;, &quot;Segoe UI Emoji&quot;;font-size:16px">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.<h2 id="tagging">Tagging</h2>NaturalBeauty FLUX.2 Nudity can do more than just nudity! In addition to <code>naked</code> and <code>topless</code>, try adding any of the following extra details for more control:<pre><code>{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}</code></pre>For example:<pre><code>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</code></pre>NaturalBeauty FLUX.2 Nudity is optimized to produce good results without needing a negative prompt.<h2 id="recommended-generation-settings">Recommended generation settings</h2>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:<ul><li>Sampler: Heun</li><li>Steps: 4</li><li>CFG: 1.0</li><li>LoRA model strength: 1.0</li></ul>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!<h2 id="training-settings">Training settings</h2><ul><li>26,103 hand-tagged images (naked and clothed, no tattoos or watermarks), plus flips</li><li>Extensive tagging for ethnicity, breasts, nudity, clothing, leg pose, arm pose, hair, eyes, mouth, jewelry, piercing</li><li>1x H200</li><li>Constant learning rate of 1e-5 over 6 epochs at full 1024x1536 size with batch size 22</li><li>64-dim bf16 LoRA export from fine-tuned base model</li><li>Trained with <a target="_blank" rel="ugc" href="https://github.com/kohya-ss/musubi-tuner">musubi-trainer</a></li></ul><h2 id="notes">Notes</h2>This LoRA is a follow-on to a FLUX.1 LoRA I released back in December 2024, named <a target="_blank" rel="ugc" href="https://civarchive.com/models/1031648">NaturalBeauty FLUX Nudity</a>. There's a <a target="_blank" rel="ugc" href="https://civarchive.com/models/2322700/naturalbeauty-qwen-nudity">Qwen-Image-2512 LoRA</a> too!

NaturalBeauty FLUX.2 [klein] Nudity

Initial version for FLUX.2 [klein] 9B.

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