InstaPy Photo Stock — Flux Dev1 LoRA

Token: instapy Trigger: <instapy> <lora:instapy_photo_stock_epoch_10:0.5> LoRA Weight: 0.4 to 0.6 (recommended 0.5) Base Model: Flux Dev Training Resolutions: 640x960 and 800x1024 Rank: 90 / Alpha: 45 /Training Images: 1000 (30% real stock photos + 70% synthetic AI images) Epochs: 10

RECOMMENDED SETTINGS

Steps: 20 Sampler: Euler Schedule Type: Beta CFG Scale: 1 Distilled CFG Scale: 3.5 Resolution: 640x960 or 800x1024

ABOUT THIS LORA

InstaP y Photo Stock is a high-quality photorealistic LoRA trained on Flux Dev, designed to generate professional-grade female portraits in the style of premium stock photography. It delivers consistent, editorial-quality results across a wide range of styles including summer fashion, intimate apparel, lifestyle, urban editorial, and portrait photography.

The model was trained with a high rank of 90 and a conservative alpha of 45 (ratio 0.5), which allows deep detail learning without overfitting. This combination captures micro skin details, realistic fabric physics, fine jewelry rendering, natural lighting behavior, and subsurface scattering at a commercial photography level.

KEY FEATURES

Linear prompt structure support — handles complex, multi-layered prompts with consistent output across all described elements.

Body slider system — the model responds to breast size descriptors across a continuous spectrum: small breasts, medium breasts, medium large breasts, large breasts, big breasts. Each level preserves anatomical proportions and realistic fabric tension. Natural breast physics are also controllable via prompt — use natural breast shape and soft breast tissue for realistic gravitational form, or push-up bra and deep cleavage for editorial lift.

Ethnic diversity — trained with genuine representation of European, Latina, Black, and Asian phenotypes. Each ethnicity renders with accurate skin tone, correct subsurface scattering, and natural lighting response without desaturation or artificiality.

Accessory rendering — fine jewelry including thin chain necklaces, pendant details, hoop earrings, stud earrings, pearl earrings, rings, and body piercings are rendered with correct metallic reflection and realistic scale.

Fabric physics — lace, ribbed cotton, satin, sheer mesh, denim, and structured blazers all render with correct tension, wrinkle behavior, and light interaction based on body proportions.

Lighting intelligence — the model learned real photographic lighting from its stock photo component. Window light, golden hour, split lighting, rim light, nighttime flash, and studio setups all produce physically accurate results when properly described in the prompt.

PROMPT STRUCTURE (recommended linear hierarchy)

Level 1 — Image type and quality: instaphoto, RAW photo, photorealistic, 8k resolution Level 2 — Subject and face: woman, solo, [ethnicity if desired], delicate face, sharp facial features Level 3 — Body and clothing: medium breasts, [clothing description], visible cleavage, slender waist Level 4 — Environment: [setting], [lighting source and direction] Level 5 — Camera: 85mm portrait lens, shallow depth of field, f1.8 Level 6 — Skin details: natural pore texture, fine vellus hair, subsurface scattering

EXAMPLE PROMPTS

Summer casual outdoor: <instapy> <lora:instapy_photo_stock_epoch_10:0.5> instaphoto, RAW photo, photorealistic 8k, woman solo, upper body, looking at viewer, delicate face, sharp features, slight smile, fitted white crop top, medium breasts, visible cleavage, slender waist, high waist jeans, earrings, outdoor tropical setting, golden hour warm light, shallow depth of field 85mm f1.8, natural pore texture, subsurface scattering, anatomically accurate

Intimate apparel indoor: <instapy> <lora:instapy_photo_stock_epoch_10:0.5> instaphoto, RAW photo, photorealistic 8k, woman solo, upper body, looking at viewer, white lace bralette, medium breasts, natural breast shape, soft breast tissue, visible cleavage, slender waist, indoors, warm afternoon window light from the left, golden hour tones, rim light on hair, catchlight in eyes, shallow depth of field 85mm f1.8, natural pore texture, fine vellus hair, subsurface scattering

Nighttime urban editorial: <instapy> <lora:instapy_photo_stock_epoch_10:0.5> instaphoto, RAW photo, photorealistic 8k, woman solo, upper body, looking at viewer, black corset bustier top, medium breasts, visible cleavage, silver cross necklace, outdoor nighttime urban pathway, dense green bushes background, frontal flash lighting, colorful bokeh background lights, shallow depth of field 35mm f1.8, natural pore texture, subsurface scattering

Black woman lingerie: <instapy> <lora:instapy_photo_stock_epoch_10:0.5> instaphoto, RAW photo, photorealistic 8k, black woman solo, upper body, looking at viewer, dark skin tone, long straight black hair, burgundy lace bralette, medium breasts, natural breast shape, visible cleavage, indoors, soft diffused window light, catchlight in eyes, shallow depth of field 85mm f1.8, natural pore texture, subsurface scattering, anatomically accurate

Snow editorial lingerie: <instapy> <lora:instapy_photo_stock_epoch_10:0.5> instaphoto, RAW photo, photorealistic 8k, woman solo, upper body, looking at viewer, blonde hair, nude lace bralette set, large breasts, natural breast shape, outdoor snow mountain landscape, bright blue sky, natural sunlight, snow reflection fill light, shallow depth of field 85mm f1.8, natural pore texture, subsurface scattering

NEGATIVE PROMPT (recommended)

cartoon, illustration, painting, anime, CGI, 3D render, digital art, overexposed, blown highlights, plastic skin, airbrushed skin, oversaturated, ugly, deformed, bad anatomy, extra limbs, missing fingers, blurry face, multiple people, text, watermark, signature

BREAST SIZE REFERENCE

small breasts — minimal natural medium breasts — LoRA default, balanced natural medium large breasts — fuller natural large breasts — pronounced with natural physics big breasts — maximum with preserved anatomy big breasts:1.2 — extended maximum (use with natural breast shape to preserve realism)

Add natural breast shape and soft breast tissue to any size level for realistic gravitational physics. Add push-up bra or deep cleavage for editorial lift style.

ETHNIC DIVERSITY

This LoRA supports genuine multi-ethnic generation. Suggested descriptors:

European: fair skin, light eyes Latina: mediterranean skin tone, warm complexion Black woman: dark skin tone, ebony skin (renders with correct SSS, no desaturation) Asian: asian features, east asian

Each ethnicity responds accurately to all lighting setups without skin tone artifacts.

STYLE RANGE

Summer outdoor lifestyle Intimate apparel and lingerie editorial Nighttime urban fashion Indoor window light portrait Snow and winter editorial Tropical resort and beach lifestyle Studio and neutral background portrait Selfie and social media style

NOTES

Weight between 0.4 and 0.6. Start at 0.5 and adjust based on how much stock photography style you want versus your base model character.

Lower weight (0.4) — softer influence, more base model freedom Default weight (0.5) — recommended balance Higher weight (0.6) — stronger stock photo style, higher skin detail fidelity

CFG Scale 1 with Distilled CFG 3.5 is the recommended configuration for Flux Dev. Higher CFG values may produce oversaturation or loss of skin texture naturalness.

This LoRA does not require any specific negative prompt to function well, but the recommended negative prompt above will help avoid common artifacts in complex scenes.

⚠️ CONTENT WARNING (NSFW):

This merge is uncensored and capable of generating high-quality explicit NSFW content and nudity. It has a tendency towards revealing clothing in casual settings.

• For SFW results: Strong negative prompts are highly recommended (e.g., nude, nipples, explicit, nsfw).

⚠️ LICENSE & PERMISSIONS (READ BEFORE DOWNLOADING)

1. PERSONAL USE ONLY This model is provided free of charge for Personal, Non-Profit, and Research use only. You may use it to create images for your personal portfolio.

2. STRICTLY NO REDISTRIBUTION

• ❌ DO NOT re-upload this file to Civitai, Hugging Face, or any other platform.

• ❌ DO NOT host this model on third-party generation services (e.g., Tensor.art, Mage.space, Telegram Bots).

3. COMMERCIAL RESTRICTIONS Using this model or its outputs for commercial revenue (Influencers, Ads, Stock Photos) without a license is PROHIBITED.

💼 COMMERCIAL SERVICES & COMMISSIONS

I do not sell the model file for commercial use. Instead, I offer premium AI solutions for brands and agencies:

• ✨ Exclusive AI Influencers: I create and manage consistent digital personas for Instagram/Social Media.

• 🏢 Corporate B2B LoRAs: Custom training for brand identity and mascots.

• 📸 High-End Image Packs: Monthly content packages for your brand.

To hire me for professional AI Modeling services: 📩 Contact: [[email protected]]