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    Technical Analysis Datasheet: LoRA Flux Klein

    1. Training Specifications

    • Base Architecture: Flux.

    • Rank (Dim/Alpha): 64/64.

    • Model Focus: Realism, identity consistency, and skin micro-texturing.

    • Optimization: Capture of high-frequency details (High Frequency Detail) without chromatic degradation.


    2. Visual Performance Analysis

    A. Identity Consistency (Likeness)

    The model demonstrates robust structural anchoring. The preservation of facial bone structure (jawline, brow arch, and interocular distance) is maintained across various phenotypes (Brunette, Blonde, Redhead, and Platinum), indicating deep learning of the dataset's facial geometry.

    • Stability: Identity remains intact across frontal and 3/4 angles.

    • Versatility: The LoRA allows for radical alterations in secondary attributes (hair and eye color) without compromising the base structural integrity.

    B. Texturing and "Viscerality"

    The utilization of Rank 64 facilitated organic fidelity superior to the average found in more compressed models.

    • Micro-texture: Evident presence of pores, irregular freckles, and natural skin imperfections that effectively eliminate the "plastic look."

    • Freckles: Biological integration of freckles that accurately respect the curvature and depth of the facial anatomy.

    • Fabrics: Precise rendering of fibers, ranging from light transparencies to ribbed textures and wool.

    C. Lighting and Shadow Dynamics

    • Direct Sunlight: The model manages harsh shadows efficiently, maintaining sharpness within the transition zone (terminator line).

    • Rim Light / Backlight: Exceptional definition of backlit hair strands, showcasing advanced control over Subsurface Scattering.

    • Chiaroscuro: In low-light samples, shadow recovery preserves volumetry without introducing digital noise or compression artifacts.


    ⚠️ 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]]

    To activate the model you need to insert the token "bhizd" and the class "woman"

    recommended strength: 1-1.3

    Recommended settings:

    Standard resolutions 512 x 640, 600x800, 640x960

    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 - 8

    Skip clip: 0

    Sampling method: Euler/beta

    Sampling steps: 18-30

    Distilled CFG Scale: 3,5 -8

    Skip clip: 0

    Description

    Lora trained with optmizer adafactor in linear, has excellent consistency and detail on the skin.

    FAQ

    LORA
    Flux.2 Klein 9B-base

    Details

    Downloads
    391
    Platform
    CivitAI
    Platform Status
    Available
    Created
    2/28/2026
    Updated
    4/27/2026
    Deleted
    -
    Trigger Words:
    35mm lens, 8k, anatomically accurate, bhizd, blonde hair, blurry, catchlight in eyes, cleavage, collarbone, day, delicate face, film grain, fine vellus hair, forehead, freckles, golden hour warm tones, hourglass, indoors, lips, long hair, looking at viewer, medium breasts, micro skin details, natural breasts, natural pore texture, navel, nose, parted lips, photo raw, realistic, relaxed facial muscles, rimlight, shallow depth of field, slender, slightly parted lips, smooth skin, soft diffused natural lighting, soft midriff, solo, standing, subsurface dispersion, upper body, white hair, woman

    Files

    1VY6M3V1CQDC22ZY3357Y6VNY0.safetensors

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