<h1 id="fasciummoss-base-unrealistic-realism">🌌 FasciumMOSS BASE Unrealistic Realism</h1><h3 id="where-photorealism-meets-impossible-physics.-a-structurally-sound-surrealist-foundation.">Where Photorealism Meets Impossible Physics. A Structurally Sound Surrealist Foundation.</h3><hr /><h2 id="about-this-model">🎨 About This Model</h2>FasciumMOSS BASE Unrealistic Realism is not a standard merge. It is a meticulously engineered foundation model built on the MOSS-Image architecture, designed to master the delicate balance between hyper-realistic rendering and surrealist concepts.Unlike typical models that produce "plastic" realism or chaotic surrealism, this model understands physical logic. If a man has a cloud for a head, the model knows to cast a soft, volumetric shadow on his collar. If a door stands in the ocean, the model calculates the correct water refraction and ripple distortion in the reflection.<h3 id="the-engineering-behind-it:">⚙️ The Engineering Behind It:</h3>This model is the result of a deep, custom merge of 5 specialized LoRAs (including complex architectural variants) into the base MOSS-Image model at an optimized <code>alpha=0.2</code>. To ensure zero loss of neural pathways, a custom Python merging script was developed to dynamically map prefixes and fuse split QKV (Query, Key, Value) matrices on the fly. The result? 100% key retention. No skipped layers, no architectural compromises, no "fried" weights. Just pure, cohesive artistic intelligence.<hr /><h2 id="key-features">✨ Key Features</h2><ul><li>Unrealistic Realism: Flawless rendering of impossible scenarios with physically accurate lighting, shadows, and material interactions.</li><li>100% Weight Integrity: Merged using a custom dynamic QKV-fusion script, ensuring every single parameter from the source LoRAs is perfectly integrated.</li><li>Dual Mastery: Equally capable of generating museum-quality historical art styles (Caravaggio, Seurat, Constructivism) and modern surreal photorealism.</li><li>Natural Anatomy &amp; Textures: Maintains correct proportions and realistic material properties (skin pores, metal reflections, water caustics) even in highly abstract compositions.</li><li>Low CFG Optimization: Specifically tuned to shine at low CFG scales, producing soft, natural, and highly coherent results without the harsh "AI contrast" burn.</li></ul><hr /><h2 id="recommended-settings">⚙️ Recommended Settings</h2>For the best "Unrealistic Realism" results, use these settings. The model is highly sensitive to CFG; keeping it low allows its internal "physics engine" to work naturally.ParameterValueNotesSamplerEuler aBest for natural blending and soft transitionsSchedulerTangentOptimized for the MOSS-Image flow-matching architectureSteps30 – 4035 is the sweet spot for detail vs. generation timeCFG Scale3.5 – 5.0Crucial: Do not exceed 6.0, or you will lose the subtle surreal realismResolution1024×1024 or 1024×1536Portrait orientation works best for character-focused surrealismClip Skip2Standard for this architectureNegative Prompt (Keep it minimal):<pre><code>text</code></pre><code>cartoon, illustration, 3d render, plastic, smooth, deformed, ugly, blurry, low quality, watermark, text, signature, oversaturated, harsh contrast</code><hr /><h2 id="prompt-examples">🖼️ Prompt Examples</h2><h3 id="1.-the-cloud-head-(physics-and-lighting-test)">1. The Cloud Head (Physics &amp; Lighting Test)</h3><blockquote>surreal_realism, a photorealistic scene of a man in a tailored dark suit standing in an empty field, his head replaced by a perfectly formed cumulus cloud drifting slowly, soft volumetric shadow cast on his collar, soft overcast lighting, shot on 85mm lens, cinematic, hyper-detailed, 8k</blockquote><h3 id="2.-the-ocean-door-(reflection-and-atmosphere-test)">2. The Ocean Door (Reflection &amp; Atmosphere Test)</h3><blockquote>surreal_realism, a photorealistic image of a solitary weathered wooden door standing upright in the middle of a calm ocean at sunset, water realistically reflecting the door's silhouette with slight ripple distortion, golden hour light, volumetric fog, shot on 35mm film, cinematic composition</blockquote><h3 id="3.-the-cosmic-library-(perspective-and-detail-test)">3. The Cosmic Library (Perspective &amp; Detail Test)</h3><blockquote>surreal_realism, a photorealistic scene of an endless spiral staircase made entirely of antique books ascending into a starry night sky, warm library lighting blending with cold cosmic light, dust particles floating, tilt-shift effect, hyper-detailed architecture, 8k resolution</blockquote>(💡 Pro Tip: Save the 20-scene wildcard we developed as <code>surreal_realism.txt</code> in your wildcards folder and use <code>__surreal_realism__</code> in your prompts for endless, high-quality variations!)<hr /><h2 id="technical-details">🔬 Technical Details</h2><ul><li>Base Architecture: MOSS-Image (bf16)</li><li>Merge Method: Custom Python script with dynamic prefix mapping and QKV matrix fusion (<code>torch.cat</code>).</li><li>Merge Alpha: 0.2 (carefully balanced to prevent weight degradation).</li><li>File Format: <code>.safetensors</code></li><li>File Size: ~5.2 GB (optimized, no bloat).</li></ul><hr /><h2 id="how-to-use">📚 How to Use</h2><ol><li>Download the model and place it in your <code>models/Stable-diffusion</code> folder.</li><li>Select it as your Checkpoint in Forge, ComfyUI, or A1111. (Do not load the source LoRAs separately; they are already baked in).</li><li>Use the recommended settings above.</li><li>Write descriptive prompts focusing on materials, lighting, and the surreal concept. The model understands natural language.</li></ol><hr /><h2 id="credits-and-acknowledgments">🙏 Credits &amp; Acknowledgments</h2><ul><li>Base Model: OpenMOSS-Team / MOSS-Image</li><li>Merge Engineering &amp; Curation: FASCIUM</li><li>Inspiration: René Magritte, M.C. Escher, and the principles of physical optics.</li></ul><hr /><h2 id="license-and-usage">📝 License &amp; Usage</h2><ul><li>Commercial Use: Allowed.</li><li>Attribution: Appreciated but not required.</li><li>Redistribution: Please link back to this page. Do not re-upload this merged checkpoint as your own.</li></ul><hr />Model curated and merged by FASCIUM | Version 1.0 | October 2026

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