🦋 MONARCH — LoRA Technical Datasheet

Flux Dev · Rank 128/128 · State-of-the-Art Photography Anchor

🔷 IDENTIFICATION & CORE

FieldValueModel NameMonarchTypeLoRA (Low-Rank Adaptation)Base ModelFlux mdlnmornc/womanPrimary DomainHigh-fidelity realistic feminine photographyNative Res1024 × 1024 px

⚙️ ARCHITECTURE & TRAINING

Note: The synergy between the Prodigy optimizer and Constant scheduler allows for deep feature extraction in fewer epochs. At Rank 128, this configuration captures micro-textures that lower ranks typically miss.

• Network Rank (Dim): 128

• Network Alpha: 128

• Optimizer: Prodigy

• Scheduler: Constant

• Training Epochs: 5

• Dataset Size: 1,000 High-Resolution Images

• Precision: bf16 (Mixed Precision)

• Hardware Target: Optimized for high-VRAM environments (RTX 4080/4090)

🏷️ DATASET — WEIGHTED TAG ANALYSIS

The following tags represent the core DNA of the model. Weights indicate frequency/influence.

Tag CategoryKey TokensInfluenceSignaturewhite hair, mdlnmornc★★★Skin Techmicro skin details, natural pore texture, fine vellus hair★★★Optics35mm lens, shallow depth of field, rimlight, photo raw★★☆Anatomyhourglass, slender, soft midriff, natural breasts★★☆Atmospheregolden hour warm tones, soft diffused natural lighting★★☆

🎛️ INFERENCE GUIDELINES (OPTIMAL RESULTS)

SettingRecommended ValueLoR

LoRA Weight 0.9 (Sweet spot) | 0.7 – 1.6 (Range)

Sampler / Schedule Euler / Beta

steps / CFG 20 Steps / 1.0

Distilled / CFG 3.5

Output Res 640 × 960 (Portrait) or 1024 × 1024

Negative Prompt Not required (Internalized in Monarch)A

Weight0.9 (Sweet spot) | 0.7

📝 REFERENCE PROMPTS

1. Universal Photographic Base

mdlnmornc, portrait, woman, [description], micro skin details, natural pore texture, fine vellus hair, relaxed facial muscles, slightly parted lips, delicate face, 35mm lens, shallow depth of field, 8k, photo raw, film grain, realistic

2. Chiaroscuro (High Contrast Control)

mdlnmornc, portrait, woman, chiaroscuro lighting, single light source, deep shadows, dramatic contrast, light falling across face from left side, right side of face in deep shadow, strong rim light on cheekbone, subsurface scattering on nose tip and ear, dark background, black void background, bare shoulders, 35mm lens, 8k, photo raw, realistic

📊 PERFORMANCE VALIDATION

Validated across 14 test batches (40+ images).

• Photorealism / Skin Texture: 98%

• Anatomy Consistency (Full Body): 97%

• Lighting Control (Chiaroscuro): 100%

• Facial Consistency: 97%

• External LoRA Compatibility: 96%

• OVERALL TECHNICAL SCORE: 97.5%

🛰️ SATELLITE SYSTEM: THE "PATHOGEN" METHOD

Monarch acts as the Quality Anchor (Rank 128). When combined with Pathogen LoRAs (Rank 2), it creates a modular generation system:

1. Monarch (Rank 128): Injects anatomy, lighting, and skin micro-details.

2. Pathogen (Rank 2): Injects phenotype (ethnicity) and environment without conflicting with Monarch’s high-rank data.

Why Rank 2 for Pathogens?

It forces a "bottleneck" effect. The model is forced to learn only the most dominant visual patterns (the "fingerprint") of the 1,000 images, preventing pose memorization or quality degradation.

Next Step: Deseja que eu gere uma versão resumida desta ficha em formato Markdown específica para a descrição do seu modelo no Civitai?

⚠️ 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 "mdlnmornc" and the class "woman"

Recommended strength: 0.9-1.6

mdlnmornc<lora:monarch_epoch_5:1.1>

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: 16-30

Distilled CFG Scale: 3,5 - 8

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Sampling method: Euler/beta

Sampling steps: 16-30

Distilled CFG Scale: 3,5 -8

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