<h1 id="try-it-on-runpod"><a rel="ugc" href="https://console.runpod.io/hub/template/bii5d425kp?ref=ioakclrv">🟣 Try it on RunPod </a></h1><img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/34a584b9-b6a5-4266-959b-cc03653e3fca/original=true/34a584b9-b6a5-4266-959b-cc03653e3fca.jpeg" /><h1 id="qwenimageedit21">QwenImageEdit21</h1>The Only Workflow You Will Need<h3 id="wildcard-edits-or-multi-reference-or-gguf-support">🎨 Wildcard Edits | Multi-Reference | GGUF Support</h3>ComfyUI-QwenVL-Mod — Qwen Image Edit 2.1 with Wildcard-driven auto-prompting<hr /><h2 id="what-is-this">🎯 What Is This?</h2>A Qwen Image Edit 2.1 workflow pack built for reference-driven editing — swap faces, heads, outfits, poses, expressions, backgrounds and more using natural-language edit prompts pulled from a curated wildcard library.The pipeline:<pre><code>Load Image(s) → WildcardProcessor → QwenVL Unified (prompt enhancer)
 → TextEncodeQwenImage21 → Qwen Image Edit 2.1 → Save
</code></pre><ul><li>🎲 Wildcard edits: type <code>__qwen21/turnaround__</code> and a full professional editing prompt appears — no prompt-writing skill needed</li><li>🧠 QwenVL auto-enhance: the unified QwenVL node rewrites/polishes the edit instruction before it hits the text encoder</li><li>🖼️ Multi-reference: <code>&lt;image1&gt;</code>, <code>&lt;image2&gt;</code>, <code>&lt;image3&gt;</code> inside wildcards bind to your connected images, in order</li><li>💾 GGUF support: run the Qwen Image diffusion model in GGUF (Q8_0 → Q3_K_M) on low-VRAM GPUs or Apple Silicon</li></ul><hr /><h2 id="required-models">📦 Required Models</h2>Drop into <code>ComfyUI/models/</code> — pick one diffusion model, one text encoder, the VAE:<h3 id="diffusion_models">diffusion_models</h3><ul><li><a target="_blank" rel="ugc" href="https://huggingface.co/Comfy-Org/Qwen-Image-2.1/resolve/main/diffusion_models/qwen_image_2.1_bf16.safetensors">qwen_image_2.1_bf16.safetensors</a> — full quality</li><li><a target="_blank" rel="ugc" href="https://huggingface.co/Comfy-Org/Qwen-Image-2.1/resolve/main/diffusion_models/qwen_image_2.1_int8_convrot.safetensors">qwen_image_2.1_int8_convrot.safetensors</a> — lighter</li></ul><h3 id="text_encoders">text_encoders</h3><ul><li><a target="_blank" rel="ugc" href="https://huggingface.co/Comfy-Org/Qwen-Image-2.1/resolve/main/text_encoders/qwen3vl_8b_bf16.safetensors">qwen3vl_8b_bf16.safetensors</a> — full</li><li><a target="_blank" rel="ugc" href="https://huggingface.co/Comfy-Org/Qwen-Image-2.1/resolve/main/text_encoders/qwen3vl_8b_int8_convrot.safetensors">qwen3vl_8b_int8_convrot.safetensors</a> — lighter</li><li><a target="_blank" rel="ugc" href="https://huggingface.co/Comfy-Org/Qwen-Image-2.1/resolve/main/text_encoders/qwen3vl_8b_w4a8.safetensors">qwen3vl_8b_w4a8.safetensors</a> — smallest, low VRAM</li></ul><h3 id="vae">vae</h3><ul><li><a target="_blank" rel="ugc" href="https://huggingface.co/Comfy-Org/Qwen-Image-2.1/resolve/main/vae/qwen_image_2.1_vae_bf16.safetensors">qwen_image_2.1_vae_bf16.safetensors</a></li></ul><h3 id="gguf-option-(low-vram-mac)">🐋 GGUF option (low VRAM / Mac)</h3>From <a target="_blank" rel="ugc" href="https://huggingface.co/Abiray/Qwen-Image-2.1-GGUF">Abiray/Qwen-Image-2.1-GGUF</a> — drop in <code>models/diffusion_models/</code> and load with Unet Loader (GGUF):<ul><li><a target="_blank" rel="ugc" href="https://huggingface.co/Abiray/Qwen-Image-2.1-GGUF/resolve/main/qwen_image_2.1_Q8_0.gguf">Q8_0</a> · <a target="_blank" rel="ugc" href="https://huggingface.co/Abiray/Qwen-Image-2.1-GGUF/resolve/main/qwen_image_2.1_Q6_K.gguf">Q6_K</a> · <a target="_blank" rel="ugc" href="https://huggingface.co/Abiray/Qwen-Image-2.1-GGUF/resolve/main/qwen_image_2.1_Q5_K_M.gguf">Q5_K_M</a> · <a target="_blank" rel="ugc" href="https://huggingface.co/Abiray/Qwen-Image-2.1-GGUF/resolve/main/qwen_image_2.1_Q4_K_M.gguf">Q4_K_M</a> · <a target="_blank" rel="ugc" href="https://huggingface.co/Abiray/Qwen-Image-2.1-GGUF/resolve/main/qwen_image_2.1_Q4_K_S.gguf">Q4_K_S</a> · <a target="_blank" rel="ugc" href="https://huggingface.co/Abiray/Qwen-Image-2.1-GGUF/resolve/main/qwen_image_2.1_Q3_K_M.gguf">Q3_K_M</a></li></ul>Repo: <a target="_blank" rel="ugc" href="https://huggingface.co/Comfy-Org/Qwen-Image-2.1">Comfy-Org/Qwen-Image-2.1</a> · <a target="_blank" rel="ugc" href="https://modelscope.cn/models/Comfy-Org/Qwen-Image-2.1">ModelScope mirror</a><hr /><h2 id="wildcard-edit-library">🎲 Wildcard Edit Library</h2>Type <code>__qwen21/&lt;name&gt;__</code> for a specific edit, or <code>__qwen21/*__</code> for a random one. <code>&lt;image1/2/3&gt;</code> = your connected reference images, in order.<ul><li><code>__qwen21/turnaround__</code> (1 img) — character turnaround sheet: front / side / back + headshot</li><li><code>__qwen21/prosheet__</code> (2 img) — pro reference sheet, image2 as extra detail ref</li><li><code>__qwen21/newscene__</code> (1 img) — subject into a new environment (cyberpunk night market)</li><li><code>__qwen21/background__</code> (2 img) — replace background of image1 with image2</li><li><code>__qwen21/faceswap__</code> (2 img) — face of image2 ← identity from image1</li><li><code>__qwen21/headswap__</code> (2 img) — head + hair of image2 ← head from image1</li><li><code>__qwen21/outfit__</code> (2 img) — dress image1 subject with the outfit from image2</li><li><code>__qwen21/pose__</code> (2 img) — copy pose from image2 onto image1</li><li><code>__qwen21/expression__</code> (2 img) — copy expression from image2 onto image1</li><li><code>__qwen21/multiref__</code> (3 img) — compose scene: image1 + image2 inside image3</li><li><code>__qwen21/multiedit__</code> (1 img) — three simultaneous edits (outfit + light + accessory)</li><li><code>__qwen21/timeweather__</code> (1 img) — day → midnight rainstorm, geometry preserved</li><li><code>__qwen21/removeobject__</code> (1 img) — remove object + photorealistic inpaint</li><li><code>__qwen21/insertobject__</code> (1 img) — insert object matching light / DoF / grain</li><li><code>__qwen21/textedit__</code> (1 img) — edit text in image, typography preserved</li><li><code>__qwen21/novelview__</code> (1 img) — new camera angle, same subject</li><li><code>__qwen21/anime2real__</code> (1 img) — anime → photorealistic human</li><li><code>__qwen21/real2anime__</code> (1 img) — photo → manhwa / webtoon illustration</li></ul><h3 id="how-it-works">How It Works</h3><ol><li>The WildcardProcessor node (TagForge) sits before the QwenVL enhancer</li><li>At queue time each <code>__wildcard__</code> token is replaced by the matching entry from <code>wildcards/pmp/qwen21.yaml</code></li><li>The expanded text goes through QwenVL Unified for a final polish, then into <code>TextEncodeQwenImage21</code></li><li>Different seed = different wildcard picks — pin the seed for reproducible results</li></ol><h3 id="tips">Tips</h3><ul><li>Image order matters: for faceswap/headswap/outfit, image1 is the source (identity/outfit), image2 is the target photo</li><li>Combine with text: <code>__qwen21/background__, dramatic mood</code> works fine — wildcards expand inline</li><li>Add your own: drop a <code>.txt</code> in <code>ComfyUI/models/wildcards/</code> (one prompt per line) → becomes <code>__filename__</code>; YAML files support nested keys like <code>__name/subkey__</code></li></ul><h3 id="required-custom-nodes">Required Custom Nodes</h3><ul><li>ComfyUI-TagForge — WildcardProcessor + wildcard library: <a target="_blank" rel="ugc" href="https://github.com/huchukato/ComfyUI-TagForge">huchukato/ComfyUI-TagForge</a></li><li>ComfyUI-QwenVL-Mod — QwenVL Unified enhancer node: <a target="_blank" rel="ugc" href="https://github.com/huchukato/ComfyUI-QwenVL-Mod">huchukato/ComfyUI-QwenVL-Mod</a></li><li>ComfyUI-GGUF (optional, for GGUF quants): <a target="_blank" rel="ugc" href="https://github.com/city96/ComfyUI-GGUF">city96/ComfyUI-GGUF</a></li></ul><hr /><h2 id="why-this-pack">🌟 Why This Pack?</h2><ul><li>Zero prompt-writing: 18 production-grade edit prompts, one token each</li><li>Identity-safe edits: prompts are written to preserve face, proportions and style across swaps</li><li>Flexible: BF16, INT8 ConvRot, W4A8 text encoder or full GGUF — scales from 24GB cards down to unified-memory Macs</li><li>Extensible: your own <code>.txt</code>/<code>.yaml</code> wildcards plug straight in</li></ul><hr /><h2 id="credits">📋 Credits</h2><ul><li>Qwen Image 2.1 — <a target="_blank" rel="ugc" href="https://huggingface.co/Comfy-Org/Qwen-Image-2.1">Qwen Team / Alibaba</a></li><li>GGUF quants — <a target="_blank" rel="ugc" href="https://huggingface.co/Abiray/Qwen-Image-2.1-GGUF">Abiray/Qwen-Image-2.1-GGUF</a></li><li>Base template — Comfy-Org official editing workflow</li><li>TagForge + QwenVL-Mod — <a target="_blank" rel="ugc" href="https://github.com/huchukato">huchukato</a></li></ul><hr />Built with ❤️ for the ComfyUI community

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