<p><strong>Fast Qwen editing - swap anything, keep key scene details intact.</strong></p><p><strong>Who it's for:</strong> creators who want this pipeline in ComfyUI without assembling nodes from scratch. <strong>Not for:</strong> one-click results with zero tuning - you still choose inputs, prompts, and settings.</p><h3 id="open-preloaded-workflow-on-runcomfy">Open preloaded workflow on RunComfy</h3><p><a target="_blank" rel="ugc" href="https://www.runcomfy.com/comfyui-workflows/qwen-rapid-aio-in-comfyui-fast-instruction-editing?utm_source=civitai&amp;utm_medium=referral">Open preloaded workflow on RunComfy (browser)</a></p><p><strong>Why RunComfy first</strong><br />- <strong>Fewer missing-node surprises</strong> - run the graph in a managed environment before you mirror it locally.<br />- <strong>Quick GPU tryout</strong> - useful if your local VRAM or install time is the bottleneck.<br />- <strong>Matches the published JSON</strong> - the zip follows the same runnable workflow you can open on RunComfy.</p><p><strong>When downloading for local ComfyUI makes sense</strong> - you want full control over models on disk, batch scripting, or offline runs.</p><p><strong>How to use (local ComfyUI)</strong><br />1. Load inputs (images/video/audio) in the marked loader nodes.<br />2. Set prompts, resolution, and seeds; start with a short test run.<br />3. Export from the Save / Write nodes shown in the graph.</p><p><strong>Expectations</strong> - First run may pull <strong>large weights</strong>; cloud runs may require a <strong>free RunComfy account</strong>.</p><hr /><h3 id="overview">Overview</h3><p>Use Qwen's rapid all-in-one editor to transform one source image with plain-language prompts. You can swap materials, objects, or outfits. Restyle environments while retaining key subjects and scene structure. Get fast before-and-after results. Optional LoRAs add control. Start ready to run.</p><p><strong>Important nodes:</strong></p><h2 id="key-nodes-in-comfyui-qwen-rapid-aio-workflow">Key nodes in Comfyui Qwen Rapid AIO workflow</h2><h3 id="textencodeqwenimageeditplusadvance-(14)"><code>TextEncodeQwenImageEditPlusAdvance</code> (#14)</h3><p>This node fuses your instruction with the visual features of the input image to create edit‑aware conditioning and a starting latent. Adjust the <code>prompt</code> to describe exactly what to change and explicitly list what must be preserved. The <code>instruction</code> field can hold a general policy for edits, while <code>target_size</code>, <code>target_vl_size</code>, <code>upscale_method</code>, and <code>crop_method</code> control how the image is resized for vision‑language alignment. Use one resized image input as in this graph for single‑image edits.</p><h3 id="ksampler-(10)"><code>KSampler</code> (#10)</h3><p>The sampler is where edits are applied to the latent. Tune <code>steps</code> for quality versus speed, <code>cfg</code> for how strongly the model follows the conditioning, and <code>denoise</code> for edit strength. <code>sampler_name</code> and <code>scheduler</code> influence noise traversal and texture; try a stable setting first, then vary them only if you see artifacts. Set a fixed <code>seed</code> for reproducibility when comparing small instruction changes.</p><h3 id="loraloadermodelonly-(1-2-3)"><code>LoraLoaderModelOnly</code> (#1, #2, #3)</h3><p>Each LoRA slot injects a lightweight adapter into the base model. Use <code>lora_name</code> to pick an adapter and <code>strength_model</code> to control its influence; stacking is supported but start with one adapter at modest strength. Clear <code>lora_name</code> or set <code>strength_model</code> to 0 to bypass a slot. Enable LoRAs only when you need a specific style or attribute nudge that the base Qwen Rapid AIO checkpoint does not already provide.</p><h3 id="checkpointloadersimple-(4)"><code>CheckpointLoaderSimple</code> (#4)</h3><p>Select the main checkpoint file here. The provided graph points to a Rapid AIO checkpoint derived from Qwen‑Image‑Edit‑2511, which includes compatible CLIP and VAE. You can swap to another Qwen‑Image‑Edit family checkpoint if you want baseline behavior or to compare results across variants.</p><h3 id="notes">Notes</h3><p><strong>Qwen Rapid AIO in ComfyUI | Fast Instruction Editing</strong> - see <a target="_blank" rel="ugc" href="https://www.runcomfy.com/comfyui-workflows/qwen-rapid-aio-in-comfyui-fast-instruction-editing?utm_source=civitai&amp;utm_medium=referral">RunComfy page</a> for the latest node requirements.</p>

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