Now also available as a LoRA, with more images and training tweaks: <a target="_blank" rel="ugc" href="https://civarchive.com/models/1031648?modelVersionId=1157036">https://civarchive.com/models/1031648?modelVersionId=1157036</a>NaturalBeauty FLUX v0.1 is a photorealistic FLUX.1 [dev] base model for creating full-body nude and topless images of beautiful women. NaturalBeauty enables FLUX to reliably generate naked and semi-naked photos in four common full-body glamor poses.<ul><li>To encourage nudity, add <code>naked</code> or <code>topless</code> to your prompt.</li><li>To unlock the four body poses, add one of:<ul><li><code>standing, wide stance</code></li><li><code>standing, feet together</code></li><li><code>kneeling</code></li><li><code>squatting</code></li></ul></li></ul>This initial version of NaturalBeauty for FLUX is the result of a year-long project to tag nearly 11k images from a database of 1m candidates, using a diverse and flexible dataset with full tagging of background imagery. No merges; just images and hand-tuned training.<h2 id="tagging-nzlqmqpf2">Tagging</h2>NaturalBeauty FLUX performs best with a prompt that follows this format:<pre><code>{a caucasian|a black|an asian|a latina} woman,
{standing, wide stance|standing, feet together|kneeling|squatting},
{naked|topless},
{barefoot|high heels},
{short|medium length|long|very long}
{braided|braids|crimped|curly|ponytail|straight|wavy}
{black|dark brown|medium brown|light brown|brown with blond highlights|chestnut brown|auburn|colored red|bright red|orange red|orange|red|strawberry blond|light blond|medium blond|bleached blond|platinum blond} hair,
{neutral expression|slight smile|full smile},
mouth {closed|slightly open|open},
eyes {closed|open},
looking at camera,
{tiny|small|medium|large|huge|massive} {fake|natural} breasts,
{arms by side|arms folded in front of body|hands behind head|hands by shoulders|hands holding breasts|hands on thighs|hands on hips}</code></pre>For example:<pre><code>a caucasian woman, standing, wide stance, long wavy medium blond hair, slight smile, mouth closed, eyes open, looking at camera, small breasts, hands behind head</code></pre>NaturalBeauty FLUX is optimized to produce good results without needing a negative prompt.<h2 id="recommended-generation-settings-2x3mohq04">Recommended generation settings</h2>NaturalBeauty FLUX is trained to generate full-body portrait images with a size of 832x1216 pixels. Other 3:2 aspect ratio sides should also work well.<h2 id="training-settings-v1o68onjq">Training settings</h2><ul><li>10,937 hand-tagged images</li><li>batch size 20</li><li>10 epochs</li><li>constant learning rate of 1e-5</li><li>1x H100</li><li>kohya-ss scripts</li><li>no merging :)</li></ul>

NaturalBeauty FLUX

Initial version with support for four common poses.

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