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workflow/Z-Image-Turbo-AIO-workflow-controlnet.json

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+      "title": "📦 Model Info - Z-Image-Turbo-AIO + ControlNet",
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+        "# 🚀 Z-Image-Turbo-AIO + ControlNet\n\n## Ultra-Fast Photorealistic with ControlNet!\n\n✨ **8-Step Lightning Speed**\n✨ **VAE + Text Encoder integrated**\n✨ **Bilingual text rendering (EN/CN)**\n✨ **ControlNet Union support**\n✨ **No negative prompts needed**\n✨ **Metadata saved automatically**\n\n---\n\n## 🔄 Two Versions Available:\n\n### 🟢 Z-Image-BF16-AIO (20 GB)\n**Maximum Precision**\n- Precision: BFloat16\n- Steps: 9 (recommended)\n- CFG: 1.0 (keep at 1.0!)\n- Sampler: res_multistep or euler_ancestral\n- Scheduler: simple or beta\n- VRAM: Works on 8GB!\n\n### 🟡 Z-Image-FP8-AIO (10 GB)\n**Speed & Efficiency**\n- Precision: FP8\n- Steps: 9 (recommended)\n- CFG: 1.0 (keep at 1.0!)\n- Sampler: res_multistep or euler_ancestral\n- Scheduler: simple or beta\n- VRAM: Perfect for 8GB!\n\n---\n\n## 🎮 ControlNet Union Required:\n\n**Download ControlNet file:**\n[Z-Image-Turbo-Fun-Controlnet-Union.safetensors](https://huggingface.co/alibaba-pai/Z-Image-Turbo-Fun-Controlnet-Union/resolve/main/Z-Image-Turbo-Fun-Controlnet-Union.safetensors?download=true)\n\n**Save in:**\n```\nComfyUI/models/model_patches/\n└── Z-Image-Turbo-Fun-Controlnet-Union.safetensors\n```\n\n**⚠️ Important:** Use `model_patches/` folder (for ModelPatchLoader)\n\n**Supports:** Canny, HED, Depth, Pose, MLSD\n\n---\n\n## ⚙️ Critical Settings\n\n### Both Versions:\n- **Steps:** 9\n- **CFG:** 1.0 (don't change!)\n- **Sampler:** res_multistep or euler_ancestral\n- **Scheduler:** simple or beta\n- **Scale by Megapixels** (not resolution!)\n- **NO negative prompts**\n\n💡 **Natural language prompts work best!**\n\n---\n\n## 📥 Download Links\n\n**Main Models:**\n[CivitAI (Models + Workflows)](https://civitai.com/models/2173571?modelVersionId=2448013)\n[HuggingFace (Models)](https://huggingface.co/SeeSee21/Z-Image-Turbo-AIO)\n\n**ControlNet Union:**\n[HuggingFace](https://huggingface.co/alibaba-pai/Z-Image-Turbo-Fun-Controlnet-Union)\n\n**Try Online (FP8):**\n[TensorArt](https://tensorart.me/de-DE/models/939302608026244936/Z-Image-Turbo-AIO-FP8-FP8)\n\n---\n\n## 🎯 Required Custom Nodes\n\n**Essential:**\n- [rgthree-comfy](https://github.com/rgthree/rgthree-comfy)\n- [comfyui_image_metadata_extension](https://github.com/edelvarden/comfyui_image_metadata_extension)\n- [comfyui_controlnet_aux](https://github.com/Fannovel16/comfyui_controlnet_aux)\n\n**⚠️ ComfyUI Version 3.77+ required!**\n(ModelPatchLoader needs newer version)\n\n---\n\n## 📂 Installation\n\n```\n📂 ComfyUI/models/\n├── 📂 checkpoints/\n│   └── Z-Image-Turbo-FP8-AIO.safetensors\n└── 📂 model_patches/\n    └── Z-Image-Turbo-Fun-Controlnet-Union.safetensors\n```\n\n**No separate VAE/encoder needed!**"
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+        "# 📖 ControlNet Workflow Guide\n\n## Quick Start:\n\n1. Load models\n2. Upload input image\n3. Choose preprocessor (Canny, Depth, Pose, etc.)\n4. Write detailed prompt\n5. Set megapixels (1.0-2.08 MP)\n6. Generate!\n\n---\n\n## Samplers:\n\n**res_multistep** - Sharp, detailed\n**euler_ancestral** - Natural, smooth skin\n\n## Schedulers:\n\n**simple** - Clean\n**beta** - Smoother\n\n---\n\n## ControlNet Strength:\n\n0.3-0.5 - Subtle\n0.6-0.8 - Balanced ⭐\n0.9-1.0 - Strong\n\n---\n\n## Prompting:\n\n✅ Natural language (100-300 words)\n✅ Detailed descriptions\n✅ Include lighting & mood\n✅ EN or CN text: \"COFFEE\" or \"咖啡\"\n❌ NO negative prompts\n\n---\n\n[CivitAI](https://civitai.com/models/2173571?modelVersionId=2448013) • [HuggingFace](https://huggingface.co/SeeSee21/Z-Image-Turbo-AIO) • [Try Online](https://tensorart.me/de-DE/models/939302608026244936/Z-Image-Turbo-AIO-FP8-FP8)"
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+        "# 🔧 AIO Aux Preprocessor\n\nChoose your control type - defaults work well!\n\n---\n\n## Available Types:\n\n**CannyEdge** - Line art, sketches\n**HED** - Soft edges\n**DepthAnything** - 3D structure\n**DWPreprocessor** - Pose detection\n**MLSD** - Architecture, lines\n\n---\n\n## Quick Tips:\n\n✅ Use default settings first\n✅ Preview shows automatically\n✅ Adjust if needed\n\n**Best for beginners:** Start with Canny or Depth\n\n---\n\n**Custom Node:**\n[comfyui_controlnet_aux](https://github.com/Fannovel16/comfyui_controlnet_aux)"
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+        "# 📏 Megapixel Guide\n\nSet total megapixels - aspect ratio maintained automatically!\n\n---\n\n## Common Sizes:\n\n**Fast:**\n0.25 MP ≈ 512×512\n0.59 MP ≈ 768×768\n\n**Standard:**\n1.0 MP ≈ 1024×1024 ⭐\n1.01 MP ≈ 832×1216\n\n**High Quality:**\n1.57 MP ≈ 1024×1536\n2.08 MP ≈ 1920×1088 ⭐ (tested!)\n2.36 MP ≈ 2048×1152\n\n**Ultra HD:**\n3.0 MP ≈ 2048×1536\n4.0 MP ≈ 2048×2048\n\n---\n\n## Quick Tips:\n\n🎯 Start with: 1.0 or 2.08 MP\n📐 Works with any input aspect ratio\n⚡ Both FP8 & BF16 work great!"
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+        "# 🎮 ControlNet Union Guide\n\n## What is ControlNet Union?\n\nThe **Z-Image-Turbo-Fun-Controlnet-Union** is a special ControlNet model designed specifically for Z-Image-Turbo. It combines multiple control types into one unified model!\n\n---\n\n## 🎯 Supported Control Types:\n\n### Canny Edge Detection\n**Best for:** Line art, sketches, precise edges\n**Use when:** You want exact edge control\n**Example:** Convert sketch to photo\n\n### HED (Holistically-Nested Edge)\n**Best for:** Soft edges, organic shapes\n**Use when:** More natural edge detection\n**Example:** Artistic edge guidance\n\n### Depth Map\n**Best for:** 3D structure, spatial layout\n**Use when:** Preserving scene depth\n**Example:** Maintain object positions\n\n### Pose Detection\n**Best for:** Human figures, body positions\n**Use when:** Controlling character poses\n**Example:** Transfer pose to new character\n\n### MLSD (Line Segment Detection)\n**Best for:** Architecture, straight lines\n**Use when:** Buildings, geometric shapes\n**Example:** Architectural visualization\n\n---\n\n## 📥 Download & Installation:\n\n**Download:**\n[Z-Image-Turbo-Fun-Controlnet-Union.safetensors](https://huggingface.co/alibaba-pai/Z-Image-Turbo-Fun-Controlnet-Union/resolve/main/Z-Image-Turbo-Fun-Controlnet-Union.safetensors?download=true)\n\n**Save to:**\n```\nComfyUI/models/model_patches/\n└── Z-Image-Turbo-Fun-Controlnet-Union.safetensors\n```\n\n**⚠️ IMPORTANT:** Must be in `model_patches/` folder!\n(ModelPatchLoader uses this location, not controlnet/)\n\n**Size:** ~2.5GB\n\n\n---\n\n## 🎚️ Strength Settings:\n\n**strength: 0.3-0.5**\nSubtle guidance, more creative freedom\n\n**strength: 0.6-0.8** ⭐\nBalanced control, recommended starting point\n\n**strength: 0.9-1.0**\nStrong control, follows input closely\n\n---\n\n## 💡 Tips for Best Results:\n\n### Canny:\n- Use clear, high-contrast input images\n- Works great for line art conversion\n- Adjust threshold in preprocessor\n\n### Depth:\n- Maintains 3D structure perfectly\n- Great for scene composition\n- Helps with spatial relationships\n\n### Pose:\n- Upload image with clear human pose\n- Can transfer pose to different character\n- Works for multiple people\n\n### MLSD:\n- Perfect for architectural photos\n- Preserves geometric structure\n- Great for interior/exterior design\n\n---\n\n## ⚠️ Important Notes:\n\n- **ComfyUI 3.77+ required!** (ModelPatchLoader compatibility)\n- **Save in model_patches/ not controlnet/!**\n- Works with both FP8 and BF16 versions\n- Can combine with text prompts for best results\n- Keep main model settings: CFG 1.0, 9 steps\n\n---\n\n## 🌐 More Info:\n\n[Official HuggingFace Page](https://huggingface.co/alibaba-pai/Z-Image-Turbo-Fun-Controlnet-Union)\n\nExperiment with different control types to find what works best for your use case!"
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