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2532692/2846417/README.md
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- woman
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---
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# NaturalBeauty FLUX.2 [klein]
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**Model Type**: LORA
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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.
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This LoRA is the result of a two-year project to tag
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Tagging
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{neutral expression|slight smile|full smile},
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{closed|slightly open|open} mouth,
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{closed|open} eyes,
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looking at camera,
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{tiny|small|medium|large|huge|gigantic} {perfect|pendulous} {fake|natural} breasts,
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{arms by side|hands behind head|hands in hair|hands cupping breasts|hands on thighs|hands on hips}
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```
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For example:
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```
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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
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```
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NaturalBeauty FLUX.2 Nudity is optimized to produce good results without needing a negative prompt.
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Training settings
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-----------------
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*
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* Extensive tagging for ethnicity, breasts, nudity, clothing, leg pose, arm pose, hair, eyes, mouth, jewelry, piercing
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* 1x H200
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* Constant learning rate of 1e-5 over
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* 64-dim bf16 LoRA export from fine-tuned base model
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* Trained with [musubi-trainer](https://github.com/kohya-ss/musubi-tuner)
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Archive: [CivArchive Page](https://civarchive.com/models/2532692?modelVersionId=2846417)
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<!-- Version:
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- woman
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# NSFW Female Nudity - NaturalBeauty FLUX.2 [klein] - v1.0 9B - 2846417
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**Model Type**: LORA
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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.
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This LoRA is the result of a two-year project to tag 29k+ images from a diverse dataset. No watermarks, no tattoos; just beautiful images of beautiful women.
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Tagging
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-------
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{neutral expression|slight smile|full smile},
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{closed|slightly open|open} mouth,
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{closed|open} eyes,
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{looking at camera|looking away},
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{facing camera|facing away|facing left|facing right}
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{tiny|small|medium|large|huge|gigantic} {perfect|pendulous} {fake|natural} breasts,
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{shaved pussy|landing strip|trimmed pussy|hairy pussy},
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{arms by side|hands behind head|hands in hair|hands cupping breasts|hands on thighs|hands on hips}
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```
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For example:
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```
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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 head
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```
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NaturalBeauty FLUX.2 Nudity is optimized to produce good results without needing a negative prompt.
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Training settings
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-----------------
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* 29,014 hand-tagged images (naked and clothed, no tattoos or watermarks), plus flips
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* Extensive tagging for ethnicity, breasts, nudity, pubic hair, clothing, leg pose, arm pose, hair, eyes, mouth, jewelry, piercing
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* 1x H200
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* Constant learning rate of 1e-5 over 18 epochs at full 1024x1536 size with batch size 1
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* 64-dim bf16 LoRA export from fine-tuned base model
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* Trained with [musubi-trainer](https://github.com/kohya-ss/musubi-tuner)
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Archive: [CivArchive Page](https://civarchive.com/models/2532692?modelVersionId=2846417)
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