<hr /><h2 id="flux.2-klein-9b-high-stability-4-step-workflow">🔥 FLUX.2 Klein 9B – High Stability 4-Step Workflow</h2>Resolution-Adaptive LoRA + Dynamic Flux SamplingThis workflow is built for FLUX.2 Klein 9B BASE and optimized for:<ul><li>⚡ 4-step generation (beta57 / euler compatible)</li><li>🎯 High identity fidelity</li><li>🧠 Resolution-adaptive LoRA balancing</li><li>🔄 Dynamic ModelSamplingFlux shift control</li><li>📐 Stable output across ~1MP–1.7MP presets</li></ul><hr /><h3 id="key-features">🧩 Key Features</h3>✔ ResolutionMaster Integration All width/height parameters are centrally controlled and synced across:<ul><li>Latent creation</li><li>ModelSamplingFlux</li><li>Dynamic math scaling</li></ul>✔ Adaptive LoRA Strength (Auto-Scaling) The third LoRA (anatomy/structure correction) dynamically adjusts strength based on resolution. Prevents distortion at higher megapixels while preserving impact at ~1MP.✔ Dynamic Flux Shift Control ModelSamplingFlux max/base shift are driven by a math expression that:<ul><li>Normalizes behavior across presets</li><li>Prevents over-shifting at larger resolutions</li><li>Maintains stability in low step counts</li></ul>✔ Reference-Latent Image2Image Mode Supports strict identity locking with pose/environment flexibility.<hr /><h3 id="optimized-resolution-presets">📐 Optimized Resolution Presets</h3>Designed around FLUX.2 Klein sweet spots:<ul><li>1344×768 (16:9 sweet spot)</li><li>1024×1024 (1MP square)</li><li>896×1152 (portrait 1MP)</li><li>1312×1312 (~1.7MP HD stable ceiling)</li></ul><hr /><h3 id="recommended-settings">⚙ Recommended Settings</h3><ul><li>Steps: 4</li><li>Sampler: beta57 (preferred) or euler</li><li>CFGNorm enabled</li><li>LoRA stack balanced at 0.5 / 1.0 / adaptive</li></ul><hr /><h3 id="use-case">🎯 Use Case</h3><ul><li>Photorealistic portraits</li><li>Identity-consistent image-to-image workflows</li><li>Stable high-detail generation under low step counts</li></ul><hr />Built for performance, stability, and clean geometry. No overcomplication — just controlled dynamics.<hr />

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