<h1 id="sacof2:-the-immutable-saudi-finjan-perfection-in-every-pixel-v1(stabilized-shape-and-pattern)">☕ SACOF2: The Immutable Saudi Finjan – Perfection in Every Pixel v1(stabilized shape &amp; pattern) </h1><h3 id="&quot;the-saudi-coffee-cup-reimagined-with-unwavering-precision.&quot;">"The Saudi coffee cup, reimagined with unwavering precision."</h3><h3 id="introduction">🌟 Introduction</h3>The Finjan is more than just a cup; it is the cornerstone of Saudi Arabian hospitality and heritage. Capturing its specific, intricate beauty in generative AI has long been a challenge—until now. SACOF2 is a dedicated LoRA model crafted to preserve the authentic design of this traditional cup: the elegant white ceramic, the golden fish-scale pattern, and the vibrant red and green floral motifs that define its aesthetic.Whether you are creating cultural art, product showcases, or immersive heritage scenes, SACOF2 guarantees visual consistency. No more morphing patterns or distorted handles; just the classic Saudi Finjan, rendered with perfection every single time.<h3 id="high-fidelity-training">🛠️ High-Fidelity Training</h3>This model was not just "trained"; it was engineered. We prioritized:<ul><li>Studio-Grade Quality: Every source image was captured in high-resolution with professional studio lighting, ensuring the model understands shadows, reflections, and the specific luster of gold and ceramic.</li><li>Color Integrity: Meticulous calibration ensures the red and green floral motifs remain vivid and true-to-life, regardless of the prompt's background.</li><li>Code-Level Consistency: With a dedicated focus on the geometric pattern stability, this model maintains the structural integrity of the cup across various angles and lighting conditions.</li></ul><h3 id="trigger-word-and-usage">🔑 Trigger Word &amp; Usage</h3>To summon the Finjan, simply use the trigger word:<code>SACOF2</code>Best Practices for Prompting:SDXL understands natural language. Start with the trigger word to ground the model, then describe your scene.<ul><li>Formula: <code>SACOF2</code> + <code>[Subject/Action]</code> + <code>[Environment]</code> + <code>[Lighting/Style]</code></li></ul><h3 id="example-prompts">🖼️ Example Prompts</h3>all example pictures are embedded with ready to use Work-flow on comfy ,, enjoy !! Copy these into your WebUI and watch the magic happen:<ul><li>The Desert Scene (Nature/Atmospheric):"A creative cinematic close-up of a SACOF2, traditional coffee cup with its intricate golden fish-scale and red-green floral motif, resting partially on soft desert sand, dramatic cloudy overcast sky in the background, moody atmosphere, soft natural lighting, shallow depth of field, sharp details on the cup, 8k, photorealistic."</li><li>The Heritage Setting (Antique Table):"A rustic composition of a SACOF2, traditional finjan cup placed on a weathered antique wooden table with deep textures and visible wood grain, soft golden hour sunlight filtering from the side, cozy and nostalgic atmosphere, the vibrant ceramic pattern of the cup stands out, professional food photography, hyper-detailed."</li><li>The Elegant Display (Saucer):"Top-down view of a SACOF2, traditional finjan cup centered on an ornate vintage saucer, detailed ceramic surfaces, elegant lighting, soft shadows, neutral background to emphasize the cup's heritage design, rich colors, intricate golden rim details, 8k, studio quality."</li><li>The Action Shot (Coffee Pour):"A high-speed action shot of dark coffee being poured into a SACOF2, traditional finjan cup, captured with motion blur of the liquid stream and tiny droplets, the cup is held by a hand, the iconic red and green floral patterns remain sharp and clear, cinematic lighting, intense focus on the splash and the cup's design, masterpiece, highly detailed."</li></ul><h3 id="training-methodology">⚙️ Training Methodology</h3>Transparency is key to quality. This model was trained on a refined dataset using the following rigorous settings:<ul><li>Steps: 1200 (The sweet spot for detail without overfitting).</li><li>Optimizer: Adafactor.</li><li>Unet LR: 0.0005 | Text Encoder LR: 0.00005.</li><li>Scheduler: Cosine (for smooth convergence).</li><li>Network Dim/Alpha: 32/32.</li></ul><h3 id="who-is-this-for">🎯 Who is this for?</h3><ul><li>Cultural Content Creators: For realistic heritage scenes and historical reenactments.</li><li>Product Designers: For rapid visualization and marketing mockups.</li><li>AI Artists: Anyone looking for a perfectly consistent, high-quality object model to add to their creative toolkit.</li></ul><h3 id="a-note-from-the-creator">🤝 A Note from the Creator</h3>I have poured hours of work, precise manual captioning, and intensive testing into SACOF2 to ensure it meets the highest standards for the community. I am releasing this model completely for free because I believe in the beauty of our culture and the power of AI to showcase it.If you enjoy using this model, please consider showing your support—whether through a review, a heart, or sharing your creations. Your feedback helps me keep creating and refining these tools for all of us.Thank you for your support! Let’s keep creating. 🚀

SAUDI STABLE TRADITION COFFE CUP-SDXL

2k source data1024 trainingSTABLE shape and patternfull integration

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