Chinese-Female-Anatomy-NSFW-LoRA-v8

Language / Langue / Idioma

🇬🇧 English — displayed below

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<details name="language-version"> <summary><strong>🇫🇷 Français — afficher la version complète</strong></summary>

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LoRA NSFW d’anatomie féminine chinoise v8

L’anatomie progresse. La perfection, elle, ignore toujours mes messages. 👋

Cet entraînement vise principalement à tester et à améliorer la justesse anatomique et la diversité des femmes asiatiques adultes. Les résultats sont désormais meilleurs sur un éventail plus large de morphologies, de poses, d’angles de prise de vue, de mouvements et de décors photographiques — mais il reste de nombreux défauts. Les mains difficiles improvisent encore, certaines articulations remettent parfois leur contrat en question, et l’anatomie intime peut toujours demander un autre seed, un prompt plus clair ou une nouvelle génération.

Le jeu de données contient 44 361 photographies en ultra-haute résolution représentant plus de 600 femmes asiatiques adultes différentes. Cette ampleur limite la tendance à converger vers un seul visage, un seul corps ou une pose trop commode. Cela ne transforme pas le modèle en anatomiste diplômé ; cela lui donne simplement beaucoup plus de questions pour réviser son examen.

Pourquoi v8 plutôt que v1 ? Parce qu’il ne s’agit pas d’une première tentative affublée d’un numéro plus flatteur. J’ai entraîné, nettoyé, ajusté, écarté puis réentraîné le modèle au fil de plusieurs itérations ; il s’agit bien de la huitième version, et de celle que j’ai finalement choisi de conserver. Les sept précédentes ont elles aussi été utiles — surtout pour m’apprendre ce qu’il valait mieux ne pas publier.

Avertissement — contenu réservé aux adultes : ce dépôt contient du contenu adulte explicite et s’adresse exclusivement aux personnes majeures. Tous les sujets représentés par l’objectif d’entraînement et toutes les personnes décrites dans les exemples sont adultes.

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Prompt

A quiet fine-art photograph portrays an adult nude Asian woman with subtle asymmetry and an introspective expression leaning lightly against a classical column with one knee relaxed beneath the arcades of a quiet market square before the shops open. A few damp strands of hair rest naturally against her face and shoulders. A waist-level side view follows the natural line of the gesture. Muted golden light reflects from old stone while the background remains cool. The treatment recalls a European art-photography monograph, quiet, tactile and observational. The gesture reads as a private moment observed with care and distance. Keep the gesture physically achievable and the relationship between body, gravity and support convincing.

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✨ Caractéristiques

• Entraîné sur 44 361 photographies d’adultes en ultra-haute résolution
• Plus de 600 femmes asiatiques adultes différentes représentées
• Davantage de variété dans les morphologies, poses, angles, mouvements et compositions
• Meilleure attention portée aux détails des seins, de la vulve, du périnée, des fesses et de l’anus
• Images photoréalistes en intérieur, en extérieur, à domicile, en studio et en environnement naturel
• Prend en charge les plans en pied, moyens, portraits, gros plans, vues de face, de dos et angles difficiles
• Comprend 1 000 prompts réutilisables inspirés de la photographie artistique de Tumblr
• Conçu et testé pour Qwen-Image-2512 T2I

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🧪 Objectif expérimental

L’objectif n’est pas d’imposer un visage, une morphologie, une pose ou un style photographique unique. Le jeu d’entraînement comprend volontairement des centaines de sujets adultes différents et de nombreuses conditions de prise de vue, afin que le LoRA puisse répondre à des prompts variés sans retomber toujours sur la même composition.

L’amélioration recherchée est une meilleure tendance anatomique, pas une garantie anatomique. Le résultat dépend encore du prompt, du seed, de la résolution, du poids du LoRA, du cadrage, des occultations et du modèle de base. Les poses difficiles peuvent toujours produire des mains, des pieds, des articulations, des proportions ou une anatomie intime incorrects.

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🖥️ Détails de l’entraînement

Matériel

• GPU: NVIDIA RTX PRO 6000 Blackwell 96GB

Jeu de données et réseau

• Modèle de base : Qwen/Qwen-Image-2512
• Images d’entraînement : 44 361
• Type de données : photographies variées de femmes asiatiques adultes en ultra-haute résolution
• Sujets adultes distincts représentés : plus de 600
• Rang LoRA : 64
• Taille de batch : 8
• Étapes d’entraînement : 16 000

Mot déclencheur

zl_chinanude_v8

Le mot déclencheur est recommandé lorsque vous souhaitez mobiliser l’ensemble de la tendance apprise. Une pose, un angle de caméra, un cadrage et la mention explicite d’un sujet adulte restent essentiels : le mot déclencheur ne peut pas montrer ce que la composition demandée dissimule.

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⚠️ Compatibilité avec le modèle de base

Ce LoRA est conçu pour :

• Qwen/Qwen-Image-2512 en génération texte-vers-image

La compatibilité avec Qwen-Image-Edit ou avec des architectures sans rapport n’est pas garantie. Un autre checkpoint de base peut produire un effet faible, des artefacts, des couleurs incorrectes ou une erreur de chargement.

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🔍 Périmètre et limites

Limites possibles :

• mains, doigts, pieds, membres ou articulations incorrects
• parties du corps dupliquées, absentes, fusionnées ou déconnectées
• anatomie intime imprécise sous un angle difficile ou en cas d’occultation importante
• peau trop lissée ou caractéristiques faciales répétitives
• proportions corporelles incohérentes selon les seeds et les prompts
• conflit entre la pose demandée et une composition photographique apprise
• artefacts d’arrière-plan, surtout dans les environnements géométriquement complexes
• détail demandé parfois invisible lorsque le cadrage le masque

Les résultats montrent une amélioration, mais ce modèle ne garantit pas la justesse anatomique. Examinez attentivement les images générées et relancez ou corrigez les défauts visibles lorsque cela s’avère nécessaire.

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🖼️ Exemples

À titre personnel, je préfère toujours l’atmosphère artistique des photos que l’on trouvait sur Tumblr. Avant que l’examen d’anatomie ne se mette à nous hurler son vocabulaire, commençons donc par quelques images qui se souviennent encore de la composition, de la lumière, du temps qu’il fait, du silence — et de cette idée radicale selon laquelle une photographie peut avoir une âme.

Toutes les personnes représentées sont adultes. L’image ci-dessus sert de couverture, et son prompt est fourni.

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Exemple 1

Prompt

A documentary-inspired art photograph records an adult nude Asian woman with realistic proportions and natural skin texture holding a wide kneeling backbend with the chest lifted, hands reaching toward the heels and pelvis presented obliquely within a derelict chapel where pale daylight enters through clear broken panes. A slightly elevated diagonal view shows the pose without flattening the pelvic structure, clearly presenting the pelvic anatomy while preserving a believable spine, hips and leg alignment. Diffused skylight and reflected water produce quiet moving highlights. The aesthetic is minimal and introspective, favoring weather, material texture and human form over glamour. The scene feels candid, meditative and grounded in ordinary physical reality. Preserve full-body continuity, natural hands and feet, believable weight distribution and anatomically consistent hips. The composition retains a direct, anatomically coherent view of both the vulva and anus.

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Exemple 2

Prompt

A softly textured film photograph depicts an adult nude Asian woman with realistic proportions and natural skin texture performing a slow cartwheel transition at its stable midpoint, legs separated and body photographed from a low side-rear angle inside a spare artist's loft with limewashed walls and tall factory windows. A slightly elevated diagonal view shows the pose without flattening the pelvic structure, allowing an accurate study of the vulva, perineal spacing, anus and surrounding musculature. Diffused skylight and reflected water produce quiet moving highlights. Its palette is desaturated and painterly, with gentle contrast and no commercial retouching. The composition remains quiet and poetic despite the direct anatomical purpose. Preserve full-body continuity, natural hands and feet, believable weight distribution and anatomically consistent hips.

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<details> <summary><strong>🔞 Afficher les exemples anatomiques explicites 3 à 7

La section suivante contient des études anatomiques adultes explicites. Elle est repliée par défaut afin que son affichage relève d’un choix volontaire, et non d’un changement de décor quelque peu abrupt. </strong></summary>

Exemple 3

Prompt

This intimate but non-performative photograph frames an adult nude Asian woman with a natural, unretouched appearance on hands and knees with the knees comfortably apart, the spine gently arched and the pelvis tilted toward the lens in a simple room overlooking the ocean through a single oversized window. A close but non-cropped low-angle study concentrates on the pelvis while retaining hands, feet and posture so that the labial structure, perineum and anus can be evaluated within realistic body proportions. Dappled light is softened enough to avoid breaking the continuity of the body. The image uses a softly faded analog palette, slight halation and realistic lens falloff. The emotional tone is reflective and slightly melancholic. Keep the pose physically achievable, the spine continuous and the anatomy naturally integrated with the whole figure. The framing gives explicit anatomical visibility to the vulva and anus while preserving the complete pose.

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Exemple 4 — Les feuilles d’un même arbre

Dans l’aperçu du modèle précédent, j’expliquais que les feuilles d’un même arbre peuvent sembler identiques de loin, alors qu’aucune ne l’est vraiment de près. L’anatomie humaine suit la même règle et se montre encore moins enthousiaste à l’idée d’un simple copier-coller. Les quatre images ci-dessous utilisent le même prompt : un arbre, quatre feuilles, et aucun consensus sur le trajet des nervures.

Prompt commun

vulvadetail101, Close-up of an adult Asian woman's vulva with visible labia majora, labia minora, and clitoral hood. The vulva is surrounded by dark pubic hair. Two hands with light blue and white manicured nails gently part the labia majora to reveal the vaginal opening. The Asian woman is wearing beige lace underwear, partially visible at the top and bottom edges of the frame. The background is a soft, out-of-focus beige fabric, likely a bed or couch. Lighting is soft and even, highlighting the natural skin tones and textures. The image is a realistic, high-resolution photograph with a shallow depth of field, focusing sharply on the vulva while blurring the background.

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Exemple 5

Prompt commun

An Asian woman in her thirties, fully nude, kneeling with her hands on the ground, legs spread apart and hips raised, exposing her anus, looking back at the camera, direct-flash photography, rear view.

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Exemple 6

Prompt

vulvadetail205, An adult Asian woman is nude and positioned on all fours on a bed with a yellow floral-patterned sheet. Her back is arched, and her buttocks are prominently visible. The vulva is clearly visible between her legs. She has dark hair. Two pillows are on the bed: one pink with a cartoon character and one red and purple with floral patterns. The room has white walls and a light switch is visible on the right wall. The lighting is even and natural, creating a realistic photographic style.

Exemple 7

Prompt

vulvadetail269, breastdetail269, An adult Asian woman is lying in a bathtub filled with soapy water. She is nude, with her legs spread and knees bent. Her vulva is visible, covered in dark pubic hair. Her breasts are visible, with small areolae and nipples. She has long dark hair, some of which is wet and draped over her shoulders. Her right arm is bent, and her hand is near her hair. The bathtub is white, and the surrounding walls are tiled with light-colored tiles. The lighting is bright and even, creating a clear and realistic photographic style.

</details>

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Exemple 8

Prompt

Desaturated cinematic figure study of an adult Asian woman, fully nude, kneeling with torso lowered and head turned back, side breast, nipple, areola, and anus visible, outdoors in a deserted gravel pit beneath raw excavated slopes, during a misty daytime with weak diffuse illumination, the damaged terrain lending the composition a restrained desolation, desaturated mineral colors and low-contrast distant detail, photographed in a centered vertical gallery composition, high-resolution body detail and neutral color science, the environment deliberately less prominent, no jewelry, no clothing.

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Exemple 9

Prompt

This intimate documentary-style image records an adult nude Asian woman integrated quietly into the surrounding environment as she sits on the floor beside an old armchair with knees drawn loosely toward her body inside a spare artist's loft with limewashed walls and tall factory windows. A few damp strands of hair rest naturally against her face and shoulders. The camera remains near floor level but avoids theatrical distortion. A pale morning glow enters from an adjoining room and creates long tonal transitions. The image is rendered in luminous black and white with a long grayscale and delicate silver-grain texture. The emotional tone is reflective and slightly melancholic. Preserve full-body continuity, natural hands and feet, plausible weight distribution and understated expression.

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🎞️ Prompts artistiques inspirés de Tumblr

Ce dépôt contient tumblr_art_aesthetic_1000.txt, soit 1 000 prompts réservés aux adultes et axés sur l’atmosphère artistique, la composition dans l’environnement, le naturel des gestes, le rendu de la pellicule, la lumière, la météo et l’humeur. Ils s’adressent à celles et ceux qui pensent qu’un GPU peut passer un examen d’anatomie sans oublier que la photographie a jadis eu de la poésie.

La collection de prompts réellement utilisée pour l’entraînement n’est pas fournie. Elle est nettement plus agressive sur le plan anatomique : moins « galerie silencieuse », davantage « examinateur muni d’un mégaphone ». Pour préserver votre développement artistique, votre épanouissement personnel et, peut-être, la santé à long terme de votre historique de navigation, elle restera au coffre. Ne me remerciez pas. Enfin, peut-être.

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Une dernière image avant de partir

Aucun prompt n’est fourni pour cette image. Pourquoi ? Parce que le monde réel n’est pas livré avec un prompt, lui non plus. Juste un matin de début d’été dans le Montana.

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🌍 Une dernière recommandation hautement technique

Ne devenez pas trop dépendant de l’IA. Fermez parfois le notebook. Tant que vous êtes jeune, sortez, marchez plus loin que la distance séparant deux onglets du navigateur et regardez le monde réel. Le monde est beau. Les femmes sont belles. Et ni le monde ni les femmes n’ont besoin de CUDA, d’un sampler ou d’une barre de progression pour mériter votre attention.

Générez de façon responsable — puis allez toucher de l’herbe en très haute résolution.

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🚀 Code de référence — Qwen-Image-2512 T2I

Le fichier téléchargeable reference.py charge Qwen-Image-2512 en BF16, fusionne l’adaptateur Lightning communautaire et applique ce LoRA. Un GPU compatible CUDA doté d’une grande quantité de mémoire est recommandé.

Installation

pip install -U diffusers transformers accelerate peft safetensors

<details> <summary><strong>▶ Afficher le code Python standard</strong></summary>

reference.py

import math

import torch
from diffusers import DiffusionPipeline, FlowMatchEulerDiscreteScheduler


BASE_MODEL_ID = "Qwen/Qwen-Image-2512"
LIGHTNING_MODEL_ID = "lightx2v/Qwen-Image-2512-Lightning"
LIGHTNING_WEIGHT_NAME = (
    "Qwen-Image-2512-Lightning-4steps-V1.0-bf16.safetensors"
)
LORA_MODEL_ID = "perpetual3x/Chinese-Female-Anatomy-NSFW-LoRA-v8"
LORA_WEIGHT_NAME = "chinanudev8.safetensors"

scheduler_config = {
    "base_image_seq_len": 256,
    "base_shift": math.log(3),
    "invert_sigmas": False,
    "max_image_seq_len": 8192,
    "max_shift": math.log(3),
    "num_train_timesteps": 1000,
    "shift": 1.0,
    "shift_terminal": None,
    "stochastic_sampling": False,
    "time_shift_type": "exponential",
    "use_beta_sigmas": False,
    "use_dynamic_shifting": True,
    "use_exponential_sigmas": False,
    "use_karras_sigmas": False,
}

scheduler = FlowMatchEulerDiscreteScheduler.from_config(scheduler_config)
pipe = DiffusionPipeline.from_pretrained(
    BASE_MODEL_ID,
    scheduler=scheduler,
    torch_dtype=torch.bfloat16,
).to("cuda")

pipe.load_lora_weights(
    LIGHTNING_MODEL_ID,
    weight_name=LIGHTNING_WEIGHT_NAME,
    adapter_name="lightning",
)
pipe.fuse_lora(adapter_names=["lightning"], lora_scale=1.0)
pipe.unload_lora_weights()

pipe.load_lora_weights(
    LORA_MODEL_ID,
    weight_name=LORA_WEIGHT_NAME,
    adapter_name="chinanude_v8",
)
pipe.set_adapters(["chinanude_v8"], adapter_weights=[1.0])

prompt = (
    "zl_chinanude_v8, an adult Asian woman in a full-body fine-art "
    "photograph, natural anatomy, realistic skin, environmental composition"
)
negative_prompt = (
    "child, minor, underage, youthful-looking, low quality, blurry, "
    "distorted anatomy, malformed hands, extra limbs, duplicated body parts, "
    "watermark, text"
)

image = pipe(
    prompt=prompt,
    negative_prompt=negative_prompt,
    width=928,
    height=1328,
    num_inference_steps=8,
    true_cfg_scale=1.0,
    generator=torch.Generator(device="cuda").manual_seed(42),
).images[0]

image.save("chinese_female_anatomy_v8.png")

</details> <details> <summary><strong>▶ Afficher le code Python à faible consommation de VRAM</strong></summary>

reference_low_vram.py

"""Low-VRAM inference with Chinese Female Anatomy NSFW LoRA v8."""

import math

import torch
from diffusers import DiffusionPipeline, FlowMatchEulerDiscreteScheduler


BASE_MODEL_ID = "Qwen/Qwen-Image-2512"
LIGHTNING_MODEL_ID = "lightx2v/Qwen-Image-2512-Lightning"
LIGHTNING_WEIGHT_NAME = (
    "Qwen-Image-2512-Lightning-4steps-V1.0-bf16.safetensors"
)
LORA_MODEL_ID = "perpetual3x/Chinese-Female-Anatomy-NSFW-LoRA-v8"
LORA_WEIGHT_NAME = "chinanudev8.safetensors"

LORA_SCALE = 1.0
GPU_ID = 0
DTYPE = torch.bfloat16

scheduler_config = {
    "base_image_seq_len": 256,
    "base_shift": math.log(3),
    "invert_sigmas": False,
    "max_image_seq_len": 8192,
    "max_shift": math.log(3),
    "num_train_timesteps": 1000,
    "shift": 1.0,
    "shift_terminal": None,
    "stochastic_sampling": False,
    "time_shift_type": "exponential",
    "use_beta_sigmas": False,
    "use_dynamic_shifting": True,
    "use_exponential_sigmas": False,
    "use_karras_sigmas": False,
}

scheduler = FlowMatchEulerDiscreteScheduler.from_config(scheduler_config)

# Do not call .to("cuda") before enabling sequential offload.
pipe = DiffusionPipeline.from_pretrained(
    BASE_MODEL_ID,
    scheduler=scheduler,
    torch_dtype=DTYPE,
    low_cpu_mem_usage=True,
)

pipe.load_lora_weights(
    LIGHTNING_MODEL_ID,
    weight_name=LIGHTNING_WEIGHT_NAME,
    adapter_name="lightning",
)
pipe.fuse_lora(adapter_names=["lightning"], lora_scale=1.0)
pipe.unload_lora_weights()

pipe.load_lora_weights(
    LORA_MODEL_ID,
    weight_name=LORA_WEIGHT_NAME,
    adapter_name="chinanude_v8",
)
pipe.fuse_lora(adapter_names=["chinanude_v8"], lora_scale=LORA_SCALE)
pipe.unload_lora_weights()

pipe.enable_vae_tiling()
pipe.enable_vae_slicing()
pipe.enable_sequential_cpu_offload(gpu_id=GPU_ID)

prompt = (
    "zl_chinanude_v8, an adult Asian woman in a full-body fine-art "
    "photograph, natural anatomy, realistic skin, environmental composition"
)
negative_prompt = (
    "child, minor, underage, youthful-looking, low quality, blurry, "
    "distorted anatomy, malformed hands, extra limbs, duplicated body parts, "
    "watermark, text"
)

generator = torch.Generator(device=f"cuda:{GPU_ID}").manual_seed(42)

with torch.inference_mode():
    image = pipe(
        prompt=prompt,
        negative_prompt=negative_prompt,
        width=768,
        height=1024,
        num_inference_steps=8,
        true_cfg_scale=1.0,
        generator=generator,
    ).images[0]

image.save("chinese_female_anatomy_v8_low_vram.png")

</details>

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🔞 Utilisation responsable

Ce modèle est exclusivement destiné à des créations légales, consensuelles et réservées aux adultes. Ne l’utilisez pas pour :

• créer ou sexualiser des mineurs ou des personnes paraissant mineures
• créer du contenu sexuel non consensuel ou relevant de l’exploitation
• représenter une personne réelle identifiable sans son autorisation
• harceler, menacer, exploiter ou diffamer autrui
• créer du contenu illégal ou contourner les règles d’une plateforme

Il appartient aux utilisateurs de vérifier que leurs prompts, leurs sources et les contenus générés respectent la législation applicable et les règles des plateformes utilisées.

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Licence et droits d’auteur

Ce LoRA ne peut être utilisé qu’à des fins personnelles et non commerciales. Consultez le fichier LICENSE du dépôt pour connaître l’intégralité des conditions.

Pour toute demande de licence commerciale, veuillez contacter l’auteur.

</details> <details name="language-version"> <summary><strong>🌎 Español latinoamericano — mostrar la versión completa</strong></summary>

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LoRA NSFW de anatomía femenina china v8

La anatomía mejoró. La perfección todavía me deja en visto. 👋

Este entrenamiento busca principalmente probar y mejorar la precisión anatómica y la diversidad de mujeres asiáticas adultas. Los resultados ya se ven mejor en una gama más amplia de cuerpos, poses, ángulos de cámara, movimientos y entornos fotográficos, pero todavía quedan bastantes defectos. Las manos difíciles aún improvisan, algunas articulaciones reconsideran su contrato laboral y la anatomía íntima puede seguir necesitando otra semilla, un prompt más claro o una nueva generación.

El conjunto de datos contiene 44.361 fotografías de ultraalta resolución que representan a más de 600 mujeres asiáticas adultas diferentes. Ese volumen ayuda a reducir la tendencia a repetir una sola cara, un solo cuerpo o una pose demasiado conveniente. No convierte al modelo en anatomista con licencia; simplemente le entrega muchas más preguntas para estudiar antes del examen.

¿Por qué v8 y no v1? Porque no es un primer intento con un número más grande puesto de adorno. Entrené, limpié, ajusté, descarté y volví a entrenar el modelo a lo largo de varias iteraciones; esta es realmente la octava versión y la que finalmente decidí conservar. Las siete anteriores también fueron útiles, sobre todo para enseñarme qué era mejor no publicar.

Aviso de contenido para adultos: este repositorio contiene material explícito para adultos y está dirigido exclusivamente a personas mayores de edad. Todos los sujetos incluidos en el objetivo de entrenamiento y todas las personas descritas en los ejemplos son adultas.

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Prompt

A quiet fine-art photograph portrays an adult nude Asian woman with subtle asymmetry and an introspective expression leaning lightly against a classical column with one knee relaxed beneath the arcades of a quiet market square before the shops open. A few damp strands of hair rest naturally against her face and shoulders. A waist-level side view follows the natural line of the gesture. Muted golden light reflects from old stone while the background remains cool. The treatment recalls a European art-photography monograph, quiet, tactile and observational. The gesture reads as a private moment observed with care and distance. Keep the gesture physically achievable and the relationship between body, gravity and support convincing.

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✨ Características

• Entrenado con 44.361 fotografías de personas adultas en ultraalta resolución
• El conjunto representa a más de 600 mujeres asiáticas adultas diferentes
• Mayor variedad de cuerpos, poses, ángulos, movimientos y composiciones
• Mejor atención a los detalles de senos, vulva, perineo, glúteos y ano
• Imágenes fotorrealistas en interiores, exteriores, espacios domésticos, estudios y entornos naturales
• Admite cuerpo completo, plano medio, retrato, primer plano, vista frontal, posterior y ángulos difíciles
• Incluye 1.000 prompts reutilizables de arte fotográfico inspirados en Tumblr
• Diseñado y probado para Qwen-Image-2512 T2I

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🧪 Objetivo experimental

El objetivo no es imponer una sola cara, un solo tipo de cuerpo, una pose o un estilo fotográfico. El conjunto de entrenamiento incluye deliberadamente cientos de sujetos adultos diferentes y una gran variedad de condiciones fotográficas, para que el LoRA responda a prompts diversos sin terminar siempre en la misma composición.

La mejora buscada es una tendencia anatómica más sólida, no una anatomía garantizada. El resultado todavía depende del texto del prompt, la semilla, la resolución, el peso del LoRA, el encuadre, las oclusiones y el modelo base. Las poses difíciles aún pueden generar manos, pies, articulaciones, proporciones o anatomía íntima incorrectas.

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🖥️ Detalles del entrenamiento

Hardware

• GPU: NVIDIA RTX PRO 6000 Blackwell 96GB

Conjunto de datos y red

• Modelo base: Qwen/Qwen-Image-2512
• Imágenes de entrenamiento: 44.361
• Tipo de datos: fotografía variada de mujeres asiáticas adultas en ultraalta resolución
• Sujetos adultos diferentes representados: más de 600
• Rango LoRA: 64
• Tamaño de lote: 8
• Pasos de entrenamiento: 16.000

Palabra de activación

zl_chinanude_v8

Se recomienda usar la palabra de activación cuando se quiera aplicar toda la tendencia aprendida. La pose, el ángulo de cámara, el encuadre y una indicación clara de que el sujeto es adulto siguen siendo importantes: el trigger no puede mostrar una anatomía que la composición solicitada oculta.

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⚠️ Compatibilidad con el modelo base

Este LoRA está diseñado para:

• Qwen/Qwen-Image-2512 en generación de texto a imagen

No se garantiza la compatibilidad con Qwen-Image-Edit ni con arquitecturas no relacionadas. Otro checkpoint base puede producir un efecto débil, artefactos, colores incorrectos o un error de carga.

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🔍 Alcance y limitaciones

Entre las posibles limitaciones se incluyen:

• manos, dedos, pies, extremidades o articulaciones incorrectas
• partes del cuerpo duplicadas, ausentes, fusionadas o desconectadas
• anatomía íntima imprecisa en ángulos difíciles o con oclusiones importantes
• piel demasiado suavizada o rasgos faciales repetidos
• proporciones corporales inconsistentes entre semillas y prompts
• conflictos entre la pose solicitada y una composición fotográfica aprendida
• artefactos de fondo, especialmente en entornos geométricamente complejos
• imposibilidad ocasional de mostrar un detalle cuando el encuadre lo oculta

Los resultados actuales muestran una mejora, pero este modelo no garantiza la corrección anatómica. Revisa cuidadosamente las imágenes generadas y vuelve a generarlas o corrige los defectos visibles cuando sea necesario.

---

🖼️ Ejemplos

En lo personal, sigo prefiriendo la atmósfera artística de la fotografía de Tumblr. Así que, antes de que el examen de anatomía empiece a gritarnos términos técnicos, comencemos con algunas imágenes que todavía recuerdan la composición, la luz, el clima, el silencio y esa idea radical de que una fotografía puede tener un estado de ánimo.

Todas las personas representadas son adultas. La imagen de arriba también sirve como portada y se incluye su prompt.

---

Ejemplo 1

Prompt

A documentary-inspired art photograph records an adult nude Asian woman with realistic proportions and natural skin texture holding a wide kneeling backbend with the chest lifted, hands reaching toward the heels and pelvis presented obliquely within a derelict chapel where pale daylight enters through clear broken panes. A slightly elevated diagonal view shows the pose without flattening the pelvic structure, clearly presenting the pelvic anatomy while preserving a believable spine, hips and leg alignment. Diffused skylight and reflected water produce quiet moving highlights. The aesthetic is minimal and introspective, favoring weather, material texture and human form over glamour. The scene feels candid, meditative and grounded in ordinary physical reality. Preserve full-body continuity, natural hands and feet, believable weight distribution and anatomically consistent hips. The composition retains a direct, anatomically coherent view of both the vulva and anus.

---

Ejemplo 2

Prompt

A softly textured film photograph depicts an adult nude Asian woman with realistic proportions and natural skin texture performing a slow cartwheel transition at its stable midpoint, legs separated and body photographed from a low side-rear angle inside a spare artist's loft with limewashed walls and tall factory windows. A slightly elevated diagonal view shows the pose without flattening the pelvic structure, allowing an accurate study of the vulva, perineal spacing, anus and surrounding musculature. Diffused skylight and reflected water produce quiet moving highlights. Its palette is desaturated and painterly, with gentle contrast and no commercial retouching. The composition remains quiet and poetic despite the direct anatomical purpose. Preserve full-body continuity, natural hands and feet, believable weight distribution and anatomically consistent hips.

---

<details> <summary><strong>🔞 Mostrar los ejemplos anatómicos explícitos 3–7

La siguiente sección contiene estudios anatómicos explícitos de personas adultas. Está plegada de manera predeterminada para que verla sea una decisión consciente y no un cambio de escenario inesperado. </strong></summary>

Ejemplo 3

Prompt

This intimate but non-performative photograph frames an adult nude Asian woman with a natural, unretouched appearance on hands and knees with the knees comfortably apart, the spine gently arched and the pelvis tilted toward the lens in a simple room overlooking the ocean through a single oversized window. A close but non-cropped low-angle study concentrates on the pelvis while retaining hands, feet and posture so that the labial structure, perineum and anus can be evaluated within realistic body proportions. Dappled light is softened enough to avoid breaking the continuity of the body. The image uses a softly faded analog palette, slight halation and realistic lens falloff. The emotional tone is reflective and slightly melancholic. Keep the pose physically achievable, the spine continuous and the anatomy naturally integrated with the whole figure. The framing gives explicit anatomical visibility to the vulva and anus while preserving the complete pose.

---

Ejemplo 4 — Hojas del mismo árbol

En el adelanto del modelo anterior dije que las hojas de un mismo árbol pueden parecer idénticas desde lejos, aunque cada una sea distinta cuando se mira de cerca. La anatomía humana sigue la misma regla y tiene todavía menos interés en el copiar y pegar. Las cuatro imágenes siguientes usan el mismo prompt: un árbol, cuatro hojas y ningún acuerdo sobre dónde deberían ir las nervaduras.

Prompt compartido

vulvadetail101, Close-up of an adult Asian woman's vulva with visible labia majora, labia minora, and clitoral hood. The vulva is surrounded by dark pubic hair. Two hands with light blue and white manicured nails gently part the labia majora to reveal the vaginal opening. The Asian woman is wearing beige lace underwear, partially visible at the top and bottom edges of the frame. The background is a soft, out-of-focus beige fabric, likely a bed or couch. Lighting is soft and even, highlighting the natural skin tones and textures. The image is a realistic, high-resolution photograph with a shallow depth of field, focusing sharply on the vulva while blurring the background.

---

Ejemplo 5

Prompt compartido

An Asian woman in her thirties, fully nude, kneeling with her hands on the ground, legs spread apart and hips raised, exposing her anus, looking back at the camera, direct-flash photography, rear view.

---

Ejemplo 6

Prompt

vulvadetail205, An adult Asian woman is nude and positioned on all fours on a bed with a yellow floral-patterned sheet. Her back is arched, and her buttocks are prominently visible. The vulva is clearly visible between her legs. She has dark hair. Two pillows are on the bed: one pink with a cartoon character and one red and purple with floral patterns. The room has white walls and a light switch is visible on the right wall. The lighting is even and natural, creating a realistic photographic style.

Ejemplo 7

Prompt

vulvadetail269, breastdetail269, An adult Asian woman is lying in a bathtub filled with soapy water. She is nude, with her legs spread and knees bent. Her vulva is visible, covered in dark pubic hair. Her breasts are visible, with small areolae and nipples. She has long dark hair, some of which is wet and draped over her shoulders. Her right arm is bent, and her hand is near her hair. The bathtub is white, and the surrounding walls are tiled with light-colored tiles. The lighting is bright and even, creating a clear and realistic photographic style.

</details>

---

Ejemplo 8

Prompt

Desaturated cinematic figure study of an adult Asian woman, fully nude, kneeling with torso lowered and head turned back, side breast, nipple, areola, and anus visible, outdoors in a deserted gravel pit beneath raw excavated slopes, during a misty daytime with weak diffuse illumination, the damaged terrain lending the composition a restrained desolation, desaturated mineral colors and low-contrast distant detail, photographed in a centered vertical gallery composition, high-resolution body detail and neutral color science, the environment deliberately less prominent, no jewelry, no clothing.

---

Ejemplo 9

Prompt

This intimate documentary-style image records an adult nude Asian woman integrated quietly into the surrounding environment as she sits on the floor beside an old armchair with knees drawn loosely toward her body inside a spare artist's loft with limewashed walls and tall factory windows. A few damp strands of hair rest naturally against her face and shoulders. The camera remains near floor level but avoids theatrical distortion. A pale morning glow enters from an adjoining room and creates long tonal transitions. The image is rendered in luminous black and white with a long grayscale and delicate silver-grain texture. The emotional tone is reflective and slightly melancholic. Preserve full-body continuity, natural hands and feet, plausible weight distribution and understated expression.

---

🎞️ Prompts de arte fotográfico inspirados en Tumblr

Este repositorio incluye tumblr_art_aesthetic_1000.txt, con 1.000 prompts exclusivos para adultos centrados en la atmósfera artística, la composición ambiental, el gesto natural, la textura de película analógica, la luz, el clima y el estado de ánimo. Son para quienes creen que una GPU puede rendir un examen de anatomía sin olvidar que la fotografía alguna vez tuvo poesía.

La colección de prompts usada realmente para el entrenamiento no está incluida. Es bastante más agresiva en lo anatómico: menos galería silenciosa y más examinador con megáfono. Para proteger tu desarrollo artístico, tu crecimiento personal y quizá la salud a largo plazo de tu historial del navegador, esa colección permanecerá en la bóveda. De nada. Probablemente.

---

Una imagen más antes de irte

No se proporciona ningún prompt para esta imagen. ¿Por qué? Porque el mundo real tampoco viene con uno. Solo una mañana de principios de verano en Montana.

---

🌍 Una última recomendación altamente técnica

No te vuelvas demasiado adicto a la IA. Cierra el notebook de vez en cuando. Mientras seas joven, sal, camina más que la distancia entre dos pestañas del navegador y mira el mundo real. El mundo es hermoso. Las mujeres son hermosas. Y ni el mundo ni las mujeres necesitan CUDA, un sampler o una barra de progreso para merecer tu tiempo.

Genera con responsabilidad y después ve a tocar césped en ultraalta resolución.

---

🚀 Código de referencia — Qwen-Image-2512 T2I

El archivo descargable reference.py carga Qwen-Image-2512 en BF16, fusiona el adaptador Lightning de la comunidad y aplica este LoRA. Se recomienda una GPU CUDA con bastante memoria.

Instalación

pip install -U diffusers transformers accelerate peft safetensors

<details> <summary><strong>▶ Mostrar el código Python estándar</strong></summary>

reference.py

import math

import torch
from diffusers import DiffusionPipeline, FlowMatchEulerDiscreteScheduler


BASE_MODEL_ID = "Qwen/Qwen-Image-2512"
LIGHTNING_MODEL_ID = "lightx2v/Qwen-Image-2512-Lightning"
LIGHTNING_WEIGHT_NAME = (
    "Qwen-Image-2512-Lightning-4steps-V1.0-bf16.safetensors"
)
LORA_MODEL_ID = "perpetual3x/Chinese-Female-Anatomy-NSFW-LoRA-v8"
LORA_WEIGHT_NAME = "chinanudev8.safetensors"

scheduler_config = {
    "base_image_seq_len": 256,
    "base_shift": math.log(3),
    "invert_sigmas": False,
    "max_image_seq_len": 8192,
    "max_shift": math.log(3),
    "num_train_timesteps": 1000,
    "shift": 1.0,
    "shift_terminal": None,
    "stochastic_sampling": False,
    "time_shift_type": "exponential",
    "use_beta_sigmas": False,
    "use_dynamic_shifting": True,
    "use_exponential_sigmas": False,
    "use_karras_sigmas": False,
}

scheduler = FlowMatchEulerDiscreteScheduler.from_config(scheduler_config)
pipe = DiffusionPipeline.from_pretrained(
    BASE_MODEL_ID,
    scheduler=scheduler,
    torch_dtype=torch.bfloat16,
).to("cuda")

pipe.load_lora_weights(
    LIGHTNING_MODEL_ID,
    weight_name=LIGHTNING_WEIGHT_NAME,
    adapter_name="lightning",
)
pipe.fuse_lora(adapter_names=["lightning"], lora_scale=1.0)
pipe.unload_lora_weights()

pipe.load_lora_weights(
    LORA_MODEL_ID,
    weight_name=LORA_WEIGHT_NAME,
    adapter_name="chinanude_v8",
)
pipe.set_adapters(["chinanude_v8"], adapter_weights=[1.0])

prompt = (
    "zl_chinanude_v8, an adult Asian woman in a full-body fine-art "
    "photograph, natural anatomy, realistic skin, environmental composition"
)
negative_prompt = (
    "child, minor, underage, youthful-looking, low quality, blurry, "
    "distorted anatomy, malformed hands, extra limbs, duplicated body parts, "
    "watermark, text"
)

image = pipe(
    prompt=prompt,
    negative_prompt=negative_prompt,
    width=928,
    height=1328,
    num_inference_steps=8,
    true_cfg_scale=1.0,
    generator=torch.Generator(device="cuda").manual_seed(42),
).images[0]

image.save("chinese_female_anatomy_v8.png")

</details> <details> <summary><strong>▶ Mostrar el código Python para poca VRAM</strong></summary>

reference_low_vram.py

"""Low-VRAM inference with Chinese Female Anatomy NSFW LoRA v8."""

import math

import torch
from diffusers import DiffusionPipeline, FlowMatchEulerDiscreteScheduler


BASE_MODEL_ID = "Qwen/Qwen-Image-2512"
LIGHTNING_MODEL_ID = "lightx2v/Qwen-Image-2512-Lightning"
LIGHTNING_WEIGHT_NAME = (
    "Qwen-Image-2512-Lightning-4steps-V1.0-bf16.safetensors"
)
LORA_MODEL_ID = "perpetual3x/Chinese-Female-Anatomy-NSFW-LoRA-v8"
LORA_WEIGHT_NAME = "chinanudev8.safetensors"

LORA_SCALE = 1.0
GPU_ID = 0
DTYPE = torch.bfloat16

scheduler_config = {
    "base_image_seq_len": 256,
    "base_shift": math.log(3),
    "invert_sigmas": False,
    "max_image_seq_len": 8192,
    "max_shift": math.log(3),
    "num_train_timesteps": 1000,
    "shift": 1.0,
    "shift_terminal": None,
    "stochastic_sampling": False,
    "time_shift_type": "exponential",
    "use_beta_sigmas": False,
    "use_dynamic_shifting": True,
    "use_exponential_sigmas": False,
    "use_karras_sigmas": False,
}

scheduler = FlowMatchEulerDiscreteScheduler.from_config(scheduler_config)

# Do not call .to("cuda") before enabling sequential offload.
pipe = DiffusionPipeline.from_pretrained(
    BASE_MODEL_ID,
    scheduler=scheduler,
    torch_dtype=DTYPE,
    low_cpu_mem_usage=True,
)

pipe.load_lora_weights(
    LIGHTNING_MODEL_ID,
    weight_name=LIGHTNING_WEIGHT_NAME,
    adapter_name="lightning",
)
pipe.fuse_lora(adapter_names=["lightning"], lora_scale=1.0)
pipe.unload_lora_weights()

pipe.load_lora_weights(
    LORA_MODEL_ID,
    weight_name=LORA_WEIGHT_NAME,
    adapter_name="chinanude_v8",
)
pipe.fuse_lora(adapter_names=["chinanude_v8"], lora_scale=LORA_SCALE)
pipe.unload_lora_weights()

pipe.enable_vae_tiling()
pipe.enable_vae_slicing()
pipe.enable_sequential_cpu_offload(gpu_id=GPU_ID)

prompt = (
    "zl_chinanude_v8, an adult Asian woman in a full-body fine-art "
    "photograph, natural anatomy, realistic skin, environmental composition"
)
negative_prompt = (
    "child, minor, underage, youthful-looking, low quality, blurry, "
    "distorted anatomy, malformed hands, extra limbs, duplicated body parts, "
    "watermark, text"
)

generator = torch.Generator(device=f"cuda:{GPU_ID}").manual_seed(42)

with torch.inference_mode():
    image = pipe(
        prompt=prompt,
        negative_prompt=negative_prompt,
        width=768,
        height=1024,
        num_inference_steps=8,
        true_cfg_scale=1.0,
        generator=generator,
    ).images[0]

image.save("chinese_female_anatomy_v8_low_vram.png")

</details>

---

🔞 Uso responsable

Este modelo está destinado exclusivamente a creaciones legales y consensuadas, dirigidas únicamente a personas adultas. No lo uses para:

• crear o sexualizar menores o personas con apariencia juvenil
• crear contenido sexual no consensuado o de explotación
• representar a una persona real identificable sin su permiso
• acosar, amenazar, explotar o difamar a otra persona
• crear contenido ilegal o evadir las reglas de una plataforma

Cada usuario es responsable de comprobar que sus prompts, materiales de origen y contenidos generados cumplan las leyes aplicables y las reglas de las plataformas utilizadas.

---

Licencia y aviso de derechos de autor

Este LoRA solo puede utilizarse con fines personales y no comerciales. Consulta el archivo LICENSE del repositorio para ver los términos completos.

Para consultas sobre licencias comerciales, comunícate con el autor.

</details>

---

Chinese Female Anatomy NSFW LoRA v8

Anatomy improved. Perfection is still ignoring my messages. 👋

This training run mainly tests and improves the anatomical accuracy and diversity of adult Asian women. The results currently look better across a wider range of bodies, poses, camera angles, movement, and photographic settings—but many defects remain. Difficult hands can still improvise, joints occasionally reconsider their employment, and intimate anatomy may still need a different seed, a clearer prompt, or another generation.

The dataset contains 44,361 ultra-high-resolution photographs representing more than 600 different adult Asian women. That scale helps reduce the tendency to collapse toward one face, one body, or one convenient pose. It does not turn the model into a licensed anatomist. It simply gives the anatomy exam many more questions to study.

Why v8 rather than v1? Because this was not the first attempt wearing a larger number for decoration. I trained, cleaned, adjusted, rejected, and retrained the model through several iterations; this is the eighth version and the final one I chose to keep. The previous seven did useful work too—mostly by teaching me what not to publish.

Adult-content notice: This repository contains explicit adult material and is intended only for adults. All subjects represented by the training objective and all people described in the examples are adults.

---

Prompt

A quiet fine-art photograph portrays an adult nude Asian woman with subtle asymmetry and an introspective expression leaning lightly against a classical column with one knee relaxed beneath the arcades of a quiet market square before the shops open. A few damp strands of hair rest naturally against her face and shoulders. A waist-level side view follows the natural line of the gesture. Muted golden light reflects from old stone while the background remains cool. The treatment recalls a European art-photography monograph, quiet, tactile and observational. The gesture reads as a private moment observed with care and distance. Keep the gesture physically achievable and the relationship between body, gravity and support convincing.

---

✨ Features

• Trained on 44,361 adult ultra-high-resolution photographs
• Dataset represents more than 600 different adult Asian women
• Greater variety in adult female body shape, pose, angle, movement, and composition
• Improved attention to details of the breasts, vulva, perineum, buttocks, and anus
• Photorealistic indoor, outdoor, domestic, studio, and environmental imagery
• Supports full-body, medium, portrait, close-up, front, rear, and difficult-angle views
• Includes 1,000 reusable Tumblr-inspired fine-art prompts
• Designed and tested for Qwen-Image-2512 T2I

---

🧪 Experimental Goal

The goal is not to force one face, body type, pose, or photographic style. The training set deliberately includes hundreds of different adult subjects and a large range of photographic conditions, so the LoRA can respond to varied prompts without collapsing into one repeated composition.

The intended improvement is anatomical tendency, not anatomical enforcement. Results still depend on prompt wording, seed, resolution, LoRA weight, framing, occlusion, and the base model. Difficult poses can still produce incorrect hands, feet, joints, proportions, or intimate anatomy.

---

🖥️ Training Details

Hardware

• GPU: NVIDIA RTX PRO 6000 Blackwell 96GB

Dataset and Network

• Base model: Qwen/Qwen-Image-2512
• Training images: 44,361
• Dataset type: Varied adult Asian ultra-high-resolution photography
• Distinct adult subjects represented: 600+
• LoRA rank: 64
• Batch size: 8
• Training steps: 16,000

Trigger Word

zl_chinanude_v8

The trigger is recommended when you want the complete learned tendency. Clear language describing the pose, camera angle, framing, and adult subject still matters; the trigger cannot reveal anatomy that the requested composition hides.

---

⚠️ Base Model Compatibility

This LoRA is intended for:

• Qwen/Qwen-Image-2512 for Text-to-Image generation

Compatibility with Qwen-Image-Edit or unrelated model architectures is not guaranteed. A different base checkpoint may produce weak effects, artifacts, incorrect colors, or a loading error.

---

🔍 Scope and Limitations

Possible limitations include:

• incorrect hands, fingers, feet, limbs, or joints
• duplicated, missing, merged, or disconnected body parts
• inaccurate intimate anatomy in difficult angles or heavy occlusion
• over-smoothed skin or repeated facial characteristics
• inconsistent body proportions between seeds and prompts
• conflicts between a requested pose and a learned photographic composition
• background artifacts, especially in geometrically complex environments
• occasional failure to expose a requested detail when framing hides it

The current results show improvement, but this model does not guarantee anatomical correctness. Review generated output carefully and regenerate or edit visible defects when necessary.

---

🖼️ Examples

Actually, I personally still prefer the artistic atmosphere of Tumblr photography. So before the anatomy exam starts shouting terminology at us, let us begin with a few images that still remember composition, light, weather, silence, and the radical idea that a photograph may have a mood.

All people depicted are adults. The image above also serves as the cover, and its prompt is provided.

---

Example 1

Prompt

A documentary-inspired art photograph records an adult nude Asian woman with realistic proportions and natural skin texture holding a wide kneeling backbend with the chest lifted, hands reaching toward the heels and pelvis presented obliquely within a derelict chapel where pale daylight enters through clear broken panes. A slightly elevated diagonal view shows the pose without flattening the pelvic structure, clearly presenting the pelvic anatomy while preserving a believable spine, hips and leg alignment. Diffused skylight and reflected water produce quiet moving highlights. The aesthetic is minimal and introspective, favoring weather, material texture and human form over glamour. The scene feels candid, meditative and grounded in ordinary physical reality. Preserve full-body continuity, natural hands and feet, believable weight distribution and anatomically consistent hips. The composition retains a direct, anatomically coherent view of both the vulva and anus.

---

Example 2

Prompt

A softly textured film photograph depicts an adult nude Asian woman with realistic proportions and natural skin texture performing a slow cartwheel transition at its stable midpoint, legs separated and body photographed from a low side-rear angle inside a spare artist's loft with limewashed walls and tall factory windows. A slightly elevated diagonal view shows the pose without flattening the pelvic structure, allowing an accurate study of the vulva, perineal spacing, anus and surrounding musculature. Diffused skylight and reflected water produce quiet moving highlights. Its palette is desaturated and painterly, with gentle contrast and no commercial retouching. The composition remains quiet and poetic despite the direct anatomical purpose. Preserve full-body continuity, natural hands and feet, believable weight distribution and anatomically consistent hips.

---

<details> <summary><strong>🔞 Click to reveal explicit anatomy examples 3–7

The following section contains direct adult anatomical studies. It is collapsed by default so that viewing it is a deliberate choice rather than an unexpected change of scenery. </strong></summary>

Example 3

Prompt

This intimate but non-performative photograph frames an adult nude Asian woman with a natural, unretouched appearance on hands and knees with the knees comfortably apart, the spine gently arched and the pelvis tilted toward the lens in a simple room overlooking the ocean through a single oversized window. A close but non-cropped low-angle study concentrates on the pelvis while retaining hands, feet and posture so that the labial structure, perineum and anus can be evaluated within realistic body proportions. Dappled light is softened enough to avoid breaking the continuity of the body. The image uses a softly faded analog palette, slight halation and realistic lens falloff. The emotional tone is reflective and slightly melancholic. Keep the pose physically achievable, the spine continuous and the anatomy naturally integrated with the whole figure. The framing gives explicit anatomical visibility to the vulva and anus while preserving the complete pose.

---

Example 4 — Leaves From the Same Tree

In the preview for the previous model, I said that leaves on the same tree may look identical from a distance, but every leaf is different when viewed closely. Human anatomy follows the same rule and is even less interested in copy-and-paste. The four images below use the same prompt: one tree, four leaves, and no agreement on where the veins should go.

Shared Prompt

vulvadetail101, Close-up of an adult Asian woman's vulva with visible labia majora, labia minora, and clitoral hood. The vulva is surrounded by dark pubic hair. Two hands with light blue and white manicured nails gently part the labia majora to reveal the vaginal opening. The Asian woman is wearing beige lace underwear, partially visible at the top and bottom edges of the frame. The background is a soft, out-of-focus beige fabric, likely a bed or couch. Lighting is soft and even, highlighting the natural skin tones and textures. The image is a realistic, high-resolution photograph with a shallow depth of field, focusing sharply on the vulva while blurring the background.

---

Example 5

Shared Prompt

An Asian woman in her thirties, fully nude, kneeling with her hands on the ground, legs spread apart and hips raised, exposing her anus, looking back at the camera, direct-flash photography, rear view.

---

Example 6

Prompt

vulvadetail205, An adult Asian woman is nude and positioned on all fours on a bed with a yellow floral-patterned sheet. Her back is arched, and her buttocks are prominently visible. The vulva is clearly visible between her legs. She has dark hair. Two pillows are on the bed: one pink with a cartoon character and one red and purple with floral patterns. The room has white walls and a light switch is visible on the right wall. The lighting is even and natural, creating a realistic photographic style.

Example 7

Prompt

vulvadetail269, breastdetail269, An adult Asian woman is lying in a bathtub filled with soapy water. She is nude, with her legs spread and knees bent. Her vulva is visible, covered in dark pubic hair. Her breasts are visible, with small areolae and nipples. She has long dark hair, some of which is wet and draped over her shoulders. Her right arm is bent, and her hand is near her hair. The bathtub is white, and the surrounding walls are tiled with light-colored tiles. The lighting is bright and even, creating a clear and realistic photographic style.

</details>

---

Example 8

Prompt

Desaturated cinematic figure study of an adult Asian woman, fully nude, kneeling with torso lowered and head turned back, side breast, nipple, areola, and anus visible, outdoors in a deserted gravel pit beneath raw excavated slopes, during a misty daytime with weak diffuse illumination, the damaged terrain lending the composition a restrained desolation, desaturated mineral colors and low-contrast distant detail, photographed in a centered vertical gallery composition, high-resolution body detail and neutral color science, the environment deliberately less prominent, no jewelry, no clothing.

---

Example 9

Prompt

This intimate documentary-style image records an adult nude Asian woman integrated quietly into the surrounding environment as she sits on the floor beside an old armchair with knees drawn loosely toward her body inside a spare artist's loft with limewashed walls and tall factory windows. A few damp strands of hair rest naturally against her face and shoulders. The camera remains near floor level but avoids theatrical distortion. A pale morning glow enters from an adjoining room and creates long tonal transitions. The image is rendered in luminous black and white with a long grayscale and delicate silver-grain texture. The emotional tone is reflective and slightly melancholic. Preserve full-body continuity, natural hands and feet, plausible weight distribution and understated expression.

---

🎞️ Tumblr-Inspired Fine-Art Prompts

This repository includes tumblr_art_aesthetic_1000.txt, containing 1,000 adult-only prompts focused on fine-art atmosphere, environmental composition, natural gesture, analog-film texture, light, weather, and mood. They are for people who believe a GPU may perform an anatomy test without forgetting that photography once had poetry.

The actual training-oriented prompt collection is not included. It is much more aggressively anatomical—less quiet gallery, more anatomy examiner with a megaphone. For the protection of your artistic development, personal growth, and perhaps the long-term health of your browser history, that collection will remain in the vault. You are welcome. Probably.

---

One More View Before You Go

No prompt is provided for this image. Why? Because the real world doesn’t come with one, either. Just an early-summer morning in Montana.

---

🌍 One Last Highly Technical Recommendation

Do not become too addicted to AI. Close the notebook occasionally. While you are young, go outside, walk farther than the distance between two browser tabs, and look at the real world. The world is beautiful. Women are beautiful. And neither requires CUDA, a sampler, or a progress bar to be worth your time.

Generate responsibly—then go touch some extremely high-resolution grass.

---

🚀 Reference Code — Qwen-Image-2512 T2I

The downloadable reference.py loads Qwen-Image-2512 in BF16, fuses the official community Lightning adapter, and applies this LoRA. A high-memory CUDA GPU is recommended.

Installation

pip install -U diffusers transformers accelerate peft safetensors

<details> <summary><strong>▶ Show Standard Python Reference</strong></summary>

reference.py

import math

import torch
from diffusers import DiffusionPipeline, FlowMatchEulerDiscreteScheduler


BASE_MODEL_ID = "Qwen/Qwen-Image-2512"
LIGHTNING_MODEL_ID = "lightx2v/Qwen-Image-2512-Lightning"
LIGHTNING_WEIGHT_NAME = (
    "Qwen-Image-2512-Lightning-4steps-V1.0-bf16.safetensors"
)
LORA_MODEL_ID = "perpetual3x/Chinese-Female-Anatomy-NSFW-LoRA-v8"
LORA_WEIGHT_NAME = "chinanudev8.safetensors"

scheduler_config = {
    "base_image_seq_len": 256,
    "base_shift": math.log(3),
    "invert_sigmas": False,
    "max_image_seq_len": 8192,
    "max_shift": math.log(3),
    "num_train_timesteps": 1000,
    "shift": 1.0,
    "shift_terminal": None,
    "stochastic_sampling": False,
    "time_shift_type": "exponential",
    "use_beta_sigmas": False,
    "use_dynamic_shifting": True,
    "use_exponential_sigmas": False,
    "use_karras_sigmas": False,
}

scheduler = FlowMatchEulerDiscreteScheduler.from_config(scheduler_config)
pipe = DiffusionPipeline.from_pretrained(
    BASE_MODEL_ID,
    scheduler=scheduler,
    torch_dtype=torch.bfloat16,
).to("cuda")

pipe.load_lora_weights(
    LIGHTNING_MODEL_ID,
    weight_name=LIGHTNING_WEIGHT_NAME,
    adapter_name="lightning",
)
pipe.fuse_lora(adapter_names=["lightning"], lora_scale=1.0)
pipe.unload_lora_weights()

pipe.load_lora_weights(
    LORA_MODEL_ID,
    weight_name=LORA_WEIGHT_NAME,
    adapter_name="chinanude_v8",
)
pipe.set_adapters(["chinanude_v8"], adapter_weights=[1.0])

prompt = (
    "zl_chinanude_v8, an adult Asian woman in a full-body fine-art "
    "photograph, natural anatomy, realistic skin, environmental composition"
)
negative_prompt = (
    "child, minor, underage, youthful-looking, low quality, blurry, "
    "distorted anatomy, malformed hands, extra limbs, duplicated body parts, "
    "watermark, text"
)

image = pipe(
    prompt=prompt,
    negative_prompt=negative_prompt,
    width=928,
    height=1328,
    num_inference_steps=8,
    true_cfg_scale=1.0,
    generator=torch.Generator(device="cuda").manual_seed(42),
).images[0]

image.save("chinese_female_anatomy_v8.png")

</details> <details> <summary><strong>▶ Show Low-VRAM Python Reference</strong></summary>

reference_low_vram.py

"""Low-VRAM inference with Chinese Female Anatomy NSFW LoRA v8."""

import math

import torch
from diffusers import DiffusionPipeline, FlowMatchEulerDiscreteScheduler


BASE_MODEL_ID = "Qwen/Qwen-Image-2512"
LIGHTNING_MODEL_ID = "lightx2v/Qwen-Image-2512-Lightning"
LIGHTNING_WEIGHT_NAME = (
    "Qwen-Image-2512-Lightning-4steps-V1.0-bf16.safetensors"
)
LORA_MODEL_ID = "perpetual3x/Chinese-Female-Anatomy-NSFW-LoRA-v8"
LORA_WEIGHT_NAME = "chinanudev8.safetensors"

LORA_SCALE = 1.0
GPU_ID = 0
DTYPE = torch.bfloat16

scheduler_config = {
    "base_image_seq_len": 256,
    "base_shift": math.log(3),
    "invert_sigmas": False,
    "max_image_seq_len": 8192,
    "max_shift": math.log(3),
    "num_train_timesteps": 1000,
    "shift": 1.0,
    "shift_terminal": None,
    "stochastic_sampling": False,
    "time_shift_type": "exponential",
    "use_beta_sigmas": False,
    "use_dynamic_shifting": True,
    "use_exponential_sigmas": False,
    "use_karras_sigmas": False,
}

scheduler = FlowMatchEulerDiscreteScheduler.from_config(scheduler_config)

# Do not call .to("cuda") before enabling sequential offload.
pipe = DiffusionPipeline.from_pretrained(
    BASE_MODEL_ID,
    scheduler=scheduler,
    torch_dtype=DTYPE,
    low_cpu_mem_usage=True,
)

pipe.load_lora_weights(
    LIGHTNING_MODEL_ID,
    weight_name=LIGHTNING_WEIGHT_NAME,
    adapter_name="lightning",
)
pipe.fuse_lora(adapter_names=["lightning"], lora_scale=1.0)
pipe.unload_lora_weights()

pipe.load_lora_weights(
    LORA_MODEL_ID,
    weight_name=LORA_WEIGHT_NAME,
    adapter_name="chinanude_v8",
)
pipe.fuse_lora(adapter_names=["chinanude_v8"], lora_scale=LORA_SCALE)
pipe.unload_lora_weights()

pipe.enable_vae_tiling()
pipe.enable_vae_slicing()
pipe.enable_sequential_cpu_offload(gpu_id=GPU_ID)

prompt = (
    "zl_chinanude_v8, an adult Asian woman in a full-body fine-art "
    "photograph, natural anatomy, realistic skin, environmental composition"
)
negative_prompt = (
    "child, minor, underage, youthful-looking, low quality, blurry, "
    "distorted anatomy, malformed hands, extra limbs, duplicated body parts, "
    "watermark, text"
)

generator = torch.Generator(device=f"cuda:{GPU_ID}").manual_seed(42)

with torch.inference_mode():
    image = pipe(
        prompt=prompt,
        negative_prompt=negative_prompt,
        width=768,
        height=1024,
        num_inference_steps=8,
        true_cfg_scale=1.0,
        generator=generator,
    ).images[0]

image.save("chinese_female_anatomy_v8_low_vram.png")

</details>

---

🔞 Responsible Use

This model is intended exclusively for lawful, consensual, adult creative work. Do not use it to:

• create or sexualize minors or youthful-looking persons
• create non-consensual or exploitative sexual content
• depict an identifiable real person without permission
• harass, threaten, exploit, or defame another person
• create illegal content or bypass platform rules

Users are responsible for ensuring that their prompts, source material, and generated content comply with applicable laws and platform policies.

---

License & Copyright Notice

This LoRA may be used for personal and non-commercial purposes only. See the repository LICENSE file for the complete terms.

For commercial licensing inquiries, please contact the author.