<h3 id="intent">Intent</h3><p>Use a reference image to guide composition, framing, and approximate pose while allowing the prompt and LoRAs to redefine the subject, clothing, environment, and artistic direction.</p><p></p><h3 id="version-1.0">Version 1.0</h3><p>Created as a simple, reference-guided Image-to-Image workflow for users getting started with ZiT.</p><hr /><h3 id="workflow-scope">Workflow Scope</h3><p>This workflow is a simple, reference-guided Image-to-Image implementation.</p><p>The recommended <strong>model, text encoder, VAE, LoRA stack, and sampling settings</strong> were selected and validated together. Changing these components may produce different results or reduce reference consistency.</p><p>Advanced workflows for:</p><p>✗ Exact identity preservation<br />✗ Precise pose transfer<br />✗ Background transfer<br />✗ Object replacement<br />✗ Region-specific editing</p><p>typically require additional techniques such as <strong>ControlNet, IPAdapter, masking, inpainting, or other specialized nodes</strong>. These capabilities are intentionally outside the scope of this reference workflow.</p><hr /><h3 id="reference-image-usage">Reference Image Usage</h3><p>The input image is used as <strong>visual guidance</strong>.</p><p><strong>Expected to preserve:</strong></p><p>✓ Overall composition<br />✓ Approximate pose<br />✓ Subject placement<br />✓ General framing</p><p><strong>Not intended to preserve:</strong></p><p>✗ Exact facial identity<br />✗ Clothing<br />✗ Background<br />✗ Pixel-perfect pose matching</p><p>The reference image provides visual guidance, while the prompt defines the final scene, subject, and style.</p><hr /><h3 id="purpose">Purpose</h3><p>✓ Educational<br />✓ Minimal<br />✓ Easy to extend</p><hr /><h3 id="verified">Verified</h3><p>✓ Image-to-Image</p><hr /><h3 id="verified-settings">Verified Settings</h3><p>CFG : 1.0<br />Shift : 4.0<br />Denoise : 0.75<br />Sampler : Euler Ancestral<br />Scheduler : Beta</p><p>These settings were used to validate this workflow and are recommended as the baseline configuration.</p><hr /><h3 id="recommended-resolution">Recommended Resolution</h3><p>✓ 960 × 1440 <em>(Image scaler included. Use with caution, as resizing may alter the final output.)</em></p><p>✓ 1120 × 1440</p><hr /><h3 id="hardware-tested">Hardware Tested</h3><p>✓ NVIDIA RTX 2080 (8 GB)<br />✓ 64 GB System RAM<br />✓ ComfyUI 0.27.0</p>

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