<pre><code></code></pre><h1 id="moss-image-sft-+-krea-2-refiner-+-instantid-hybrid">👑 MOSS-Image SFT + Krea 2 Refiner + InstantID Hybrid</h1><h3 id="the-3-stage-ultimate-pipeline:-composition-image-refinement-identity-fidelity">The 3-Stage Ultimate Pipeline: Composition → Image Refinement → Identity Fidelity</h3>This workflow solves the classic AI portrait dilemma: how to combine complex text understanding, crisp cinematic textures, and precise facial identity preservation in a single, automated ComfyUI workflow.<hr /><h2 id="the-3-stage-architecture">🔄 The 3-Stage Architecture</h2>[ Stage 1: MOSS-Image SFT ] --&gt; Scene composition, complex prompt comprehension &amp; natural body anatomy ↓ [ Stage 2: Krea 2 Refiner ] --&gt; 2nd-pass image enhancement, micro-contrast, cinematic lighting &amp; texture sharpening ↓ [ Stage 3: InstantID Hybrid] --&gt; High-fidelity face identity transfer, gender/position targeting &amp; pore detail injection<pre><code>### 1️⃣ Stage 1: Scene Generation (MOSS-Image SFT)</code></pre>- Powered by the Mosskva diffusion model + Qwen 3.5 9B text encoder.- Excels at complex compositions, intricate scenes, and natural anatomical proportions.### 2️⃣ Stage 2: Full-Canvas Image Refinement (Krea 2)- Takes the latent output from Stage 1 into a dedicated **Krea 2 (kreros1.0)** KSampler refinement pass.- Eliminates AI blurriness, refines clothing, hair, and background micro-textures with Krea 2’s cinematic color grading and sharp details while strictly preserving MOSS's original composition.### 3️⃣ Stage 3: Facial Identity Consistency (InstantID Hybrid)- Crops the subject's face with precision keypoints.- Injects pooled multi-angle facial embeddings from your reference folder.- Uses **LAB skin color matching** and **High-Frequency Pore Transfer <code>hf_pore_transfer</code>)** to seamlessly blend the refined face back into the canvas with zero visible seams or "plastic skin".---## 🌟 Exclusive Features &amp; Controls- **📁 Native Folder Picker Button**: Click the button on the node to open Windows Explorer and select your photo reference folder directly.- **🎯 Multi-Face &amp; Gender Targeting**: - Filter by gender: <code>all</code>, <code>female_only</code>, <code>male_only</code>, or <code>couple_both</code> (dual-reference mode: Ref 1 = Female, Ref 2 = Male). - Target by spatial position: <code>largest</code> (foreground subject), <code>center</code> (middle person in a group), or left-to-right ordering.- **👅 🚬 Anatomical Protection <code>mouth_mask_keep</code> &amp; <code>nose_mask_keep</code>)**: - Preserves sticking-out tongues, open-mouth laughing poses, cigarettes, straws, vapes, and nose piercings without identity corruption.- **🎛️ Built-in Presets**: - Instant presets: <code>default (balanced)</code>, <code>high_fidelity (max resemblance)</code>, <code>strong_expression</code>, <code>mouth_object</code>, and <code>mask_keep</code>. - Save your custom configurations with the **"💾 Salvar Configuração Atual como Preset..."** button.---## 🧩 Required Custom NodeInstall the **ComfyUI InstantID Hybrid Face Refiner** suite:- **Via ComfyUI Manager (Recommended)**: - Open ComfyUI Manager, click **"Install Missing Custom Nodes"** or search for: <code>ComfyUI InstantID Hybrid Face Refiner</code> - Registry URL: <a target="_blank" rel="ugc" href="https://registry.comfy.org/publishers/pesis768/nodes/comfyui-instantid-hybridrefiner">https://registry.comfy.org/publishers/pesis768/nodes/comfyui-instantid-hybridrefiner</a>- **Via Git Clone**: ```bash cd ComfyUI/custom_nodes git clone <a target="_blank" rel="ugc" href="https://github.com/pesis768/ComfyUI-InstantID-HybridRefiner.git">https://github.com/pesis768/ComfyUI-InstantID-HybridRefiner.git</a><hr /><h2 id="required-models">📥 Required Models</h2><h3 id="1.-moss-image-sft-(stage-1)">1. MOSS-Image SFT (Stage 1)</h3><ul><li>Model: <code>mosskva...safetensors</code> in <code>models/diffusion_models/</code></li><li>Text Encoder: <code>qwen3.5_9b_w4a8_gptq.safetensors</code> in <code>models/text_encoders/</code></li><li>VAE: <code>flux2-vae.safetensors</code> in <code>models/vae/</code></li></ul><h3 id="2.-krea-2-refiner-(stage-2)">2. Krea 2 Refiner (Stage 2)</h3><ul><li>Model: <code>kreros1.0....safetensors</code> in <code>models/diffusion_models/</code></li><li>Text Encoder: <code>qwen3vl_4b_fp8_scaled.safetensors</code> in <code>models/text_encoders/</code></li><li>VAE: <code>qwen_image_vae.safetensors</code> in <code>models/vae/</code></li></ul><h3 id="3.-instantid-hybrid-(stage-3)">3. InstantID Hybrid (Stage 3)</h3><ul><li>SDXL Checkpoint: Juggernaut XL, RealVisXL, or any realistic SDXL model in <code>models/checkpoints/</code></li><li>InstantID Model: <code>ip-adapter.bin</code> in <code>models/instantid/</code></li><li>InstantID ControlNet: <code>instantid-controlnet.safetensors</code> in <code>models/controlnet/</code></li><li>InsightFace: <code>antelopev2</code> models in <code>models/insightface/models/antelopev2/</code></li></ul><hr /><h2 id="recommended-ksampler-parameters">⚙️ Recommended KSampler Parameters</h2>StageDenoiseStepsCFGSampler / SchedulerStage 1 (MOSS)<code>1.0012 - 161.0 - 1.5euler</code> / <code>simple</code>Stage 2 (Krea 2 Refiner)<code>0.30 - 0.458 - 121.0euler</code> / <code>simple</code>Stage 3 (InstantID)<code>0.55 - 0.6512 - 151.0lcm</code> / <code>exponential</code><blockquote>💡 Tip: Set Krea 2 refinement denoise to <code>0.35</code> for subtle texture enhancement, or <code>0.45</code> for stronger cinematic lighting transformation!</blockquote><pre><code></code></pre>

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