📸 TECHNICAL MASTER SHEET: SENSOR FULL FRAME (PRO-RANK 128)

1. ARCHITECTURAL CORE & DATA DENSITY

• Base Engine: Flux.1 Dev.

• Training Resolution: 640x960 (Native Portrait Ratio - Phase-Shift Distortion Corrected).

• Network Rank (Dimension): 128 (Ultra-High Spatial Learning Density).

• Network Alpha: 128 (Full-Rank Dimensional Integrity).

• Optimizer: Adafactor (Stabilized Gradient for 16-bit Micro-Texture Extraction).

• Dataset Size: 1,000 Curated Professional RAW Captures (8K UHD Quality).

• Trigger Word: scafrdsr.

2. MULTI-LENS OPTICAL EMULATION

• 85mm Signature (The Portrait Standard): Precision rendering of focal compression. Delivers aggressive subject-background separation with a narrow depth-of-field locked onto the ocular plane.

• 35mm Signature (The Contextual Master): Maintains perfect rectilinear geometry in wide-angle shots. Zero edge-warping on anatomical extremities in full-body or architectural environments.

• Volumetric Bokeh Engine: Simulation of physical lens diaphragms. Produces creamy, organic circles of confusion and realistic light fall-off (vignetting) integrated into the sensor data.

3. CLINICAL ANATOMICAL FIDELITY

• Gravitational Physics Engine: Advanced rendering of Natural Body Weight. Soft tissues exhibit authentic sagging, flattening, and displacement based on pose and gravity, completely bypassing the "perfect sphere" AI artifacting.

• Tensile Dermal Interaction: High-fidelity simulation of fabric-to-skin contact. Renders realistic micro-indentations, skin displacement, and contact shadows from straps, elastics, and tight-fitting textiles (lace, velvet, spandex).

• Structural Precision: Clinical accuracy in the rendering of the supra-sternal notch, clavicle articulation, trapezius definition, and natural abdominal supra-skin topography.

4. MICRO-TEXTURE GENERATION (RANK 128 POWER)

• Dermal Macro Detail: Preservation and generation of High-Frequency Surface Data:

  • Clinically accurate visible pores and skin grain variation.

  • Vellus hair (peach fuzz) with light-refractive properties.

  • Authentic freckles, moles, and non-perfect skin pigmentation.

• Advanced Subsurface Scattering (SSS): Emulates light penetration through the dermis, maintaining "internal vascular warmth" in skin tones. Eliminates the ashy/gray shadow bias common in indoor and overcast scenarios.

• Ocular & Labial Macro Resolution: Crystalline rendering of vertical lip lines, moist gloss specularity, limbal rings, and complex iris fiber patterns.

5. SENSOR DYNAMIC RANGE & CHROMATIC SCIENCE

• High-Key Resilience: Advanced highlight recovery. Handles platinum/white hair and reflective lace without digital clipping or detail loss.

• Black-on-Black (Low-Light) Resolution: Exceptional signal-to-noise ratio simulation. Maintains clear separation and texture between deep black velvet, black lace, and black silk in night-time/mixed-light environments.

• Color Gamut Neutrality: High-caliber process stability. Resilient against hyper-saturated color contamination (e.g., Vibrant Orange/Red) without "bleeding" into skin tones or neutralizing Subsurface Scattering.

• Specular Reflection Mapping: Logic-gate consistency for mirror reflections, metallic jewelry, and moist skin surfaces, maintaining focal depth through reflective planes.

6. ETHNIC & SCENARIO AGNOSTICISM

• Universal Hardware Emulation: Functions as a Virtual CMOS Sensor, not a stylistic filter. Validated across diverse phenotypes (Asian, Slavic, European, Mediterranean) without facial drift.

• Environmental Stability: Zero-loss performance across extreme lighting conditions, including Golden Hour, Night-time Mixed Light, High-Contrast Sunlight, and Flat Indoor Studio Light.

7. FINAL EVALUATION (HARDWARE-TIER STATUS)

The Sensor Full Frame (PRO-RANK 128) is currently positioned at the global zenith of Flux.1 Dev fine-tuning. By prioritizing optical physics and clinical anatomy over stylistic bias, it serves as a professional-grade imaging engine for high-fidelity human representation and fashion editorial production.

Compatibility: Fully compatible with all FLUX.1 [dev] based checkpoints and control nets. Optimized for high-resolution upscaling (Tiled Diffusion/Ultimate SD Upscale).

Important note: avoid using this experimental Lora with other higher-rank Lora, as its effect will be nullified. I will recommend two low-rank Loras that can be used with it.

⚠️ 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]]

o activate the model you need to insert the token "scafrdsr" and the class "woman"

Recommended strength: 0.6-1.3

scafrdsr<lora:sensor_full_frame_epoch_3:0.6>

Recommended settings:

Standard resolutions 512 x 640, 600x800, 640x960, 1024x1024

Resolution: 540x540 mark the Hires.fix, result 1080 x 1080 pixel

Use these recommended settings for generation:

Sampling method: Euler/simple

Sampling steps: 18-30

Distilled CFG Scale: 3,5 -

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Sampling method: Euler/beta

Sampling steps: 18-30

Distilled CFG Scale: 3,5 -

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