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--- |
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license: apache-2.0 |
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language: |
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- en |
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- zh |
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base_model: |
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- Tongyi-MAI/Z-Image-Turbo |
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pipeline_tag: text-to-image |
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tags: |
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- text-to-image |
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- image-generation |
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- diffusion |
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- comfyui |
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- photorealistic |
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- bilingual |
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- chinese |
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- english |
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- 8-step |
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- fast-generation |
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--- |
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# 🚀 Z-Image-Turbo Collection |
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**Ultra-Fast 8-Step Generation • Photorealistic & Anime • All-in-One** |
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[](https://opensource.org/licenses/Apache-2.0) |
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[](https://github.com/comfyanonymous/ComfyUI) |
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--- |
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## 📦 Models |
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| Model | Style | FP8 | FP16 | BF16 | Best Sampler | |
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|-------|-------|-----|------|------|--------------| |
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| 📸 **Z-Image-Turbo-AIO** | Photorealistic | ~10GB | ~20GB | ~20GB | res_multistep + simple | |
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| 🎨 **Z-Image-Turbo-Anime** | Anime | ~10GB | ~20GB | ~20GB | euler_ancestral + beta | |
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**All models:** 8-9 steps • CFG 1.0 • 8GB VRAM compatible |
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--- |
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## 🔧 Workflows |
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| Workflow | File | Best For | |
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|----------|------|----------| |
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| 🚀 [Standard v1](#-standard-v10--v20) | `ZIT-AIO-v1.0.json` | Simple text-to-image | |
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| 🚀 [Standard v2](#-standard-v10--v20) | `ZIT-AIO-v2.0.json` | Improved upscaler | |
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| 🎮 [ControlNet](#-controlnet) | `ZIT-AIO-Control.json` | Guided generation | |
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| 🎲 [Seed Variance](#-seed-variance-enhancer) | `ZIT-AIO-Variance.json` | Output diversity | |
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| 🎬 [SeedVR2](#-seedvr2) | `ZIT-AIO-SeedVR2.json` | Pro upscaling | |
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| 🌊 [Depth V3](#-depth-anything-v3) | `ZIT-AIO-DepthV3.json` | Depth control + 3D | |
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| 🎨 [Anime](#-anime-workflow) | `ZIT-AIO-Anime.json` | Anime generation | |
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--- |
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## 📸 Z-Image-Turbo-AIO (Photorealistic) |
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Alibaba Tongyi Lab's 6B parameter photorealistic generator with integrated VAE + Text Encoder. |
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**Features:** ⚡ 8-step • 📖 Bilingual EN/CN • 📸 Professional quality |
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```yaml |
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Steps: 9 | CFG: 1.0 | Sampler: res_multistep | Scheduler: simple |
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``` |
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🖼️ **CivitAI:** [BF16](https://civitai.com/models/2173571?modelVersionId=2447693) | [FP16](https://civitai.com/models/2173571?modelVersionId=2550362) | [FP8](https://civitai.com/models/2173571?modelVersionId=2448013) |
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--- |
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## 🎨 Z-Image-Turbo-Anime (NEW!) |
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Custom anime checkpoint with merged LoRAs for enhanced anime aesthetics. |
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**Features:** ⚡ 8-step • 🎨 Enhanced anime style • 🔓 Partially NSFW capable |
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```yaml |
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Steps: 8-9 | CFG: 1.0 | Sampler: euler_ancestral | Scheduler: beta |
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``` |
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🖼️ **CivitAI:** [BF16](https://civitai.com/models/2259646?modelVersionId=2543657) | [FP16](https://civitai.com/models/2259646?modelVersionId=2550879) | [FP8](https://civitai.com/models/2259646?modelVersionId=2544019) |
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--- |
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## 📋 Workflow Details |
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<details> |
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<summary><b>🚀 Standard v1.0 & v2.0</b> — Simple text-to-image</summary> |
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### Standard Workflow |
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Simple text-to-image with upscaler and dual sampler options. |
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**v2.0 Improvements:** |
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- Enhanced upscaler with denoise control (0.4-0.6) |
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- Dual sampler: `res_multistep` or `euler_ancestral` |
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- Dual scheduler: `simple` or `beta` |
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- `scale_by` parameter for output size |
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**Required Nodes:** rgthree-comfy, comfyui_image_metadata_extension |
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📥 **Download:** [ZIT-AIO-v1.0.json](workflows/ZIT-AIO-v1.0.json) | [ZIT-AIO-v2.0.json](workflows/ZIT-AIO-v2.0.json) |
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</details> |
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<details> |
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<summary><b>🎮 ControlNet</b> — Guided generation with reference images</summary> |
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### ControlNet Union Workflow |
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5 control types for precise composition control. |
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**Control Types:** |
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- Canny — Edge detection |
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- HED — Soft edges |
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- Depth — 3D depth |
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- Pose — Body pose |
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- MLSD — Line detection |
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**Settings:** |
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- ControlNet strength: 0.6-0.8 |
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- Megapixel scaling (auto aspect ratio) |
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**Required:** |
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- ControlNet Union file → `ComfyUI/models/model_patches/` |
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- Download: [ControlNet Union](https://huggingface.co/alibaba-pai/Z-Image-Turbo-Fun-Controlnet-Union) |
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**Required Nodes:** rgthree-comfy, comfyui_image_metadata_extension, comfyui_controlnet_aux |
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📥 **Download:** [ZIT-AIO-Control.json](workflows/ZIT-AIO-Control.json) |
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</details> |
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<details> |
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<summary><b>🎲 Seed Variance Enhancer</b> — More diversity from same prompt</summary> |
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### Seed Variance Enhancer Workflow |
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Adds controlled noise to text embeddings for more varied outputs. |
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**Settings:** |
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```yaml |
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randomize_percent: 50 |
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strength: 20-30 |
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noise_insert: 'noise on beginning steps' |
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steps_switchover_percent: 20 |
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``` |
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**Trade-off:** Higher values = more diversity but less prompt adherence |
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**Required Nodes:** rgthree-comfy, comfyui_image_metadata_extension, [SeedVarianceEnhancer](https://github.com/ChangeTheConstants/SeedVarianceEnhancer) |
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📥 **Download:** [ZIT-AIO-Variance.json](workflows/ZIT-AIO-Variance.json) |
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</details> |
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<details> |
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<summary><b>🎬 SeedVR2</b> — Professional diffusion upscaling</summary> |
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### SeedVR2 Video Upscaler Workflow |
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DiT-based upscaling with superior quality and temporal consistency. |
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**Settings:** |
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```yaml |
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resolution: 1536 (target short edge) |
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batch_size: 4n+1 (1, 5, 9, 13, 17...) |
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color_correction: 'lab' |
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``` |
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**Models:** 3B (faster) or 7B (higher quality) • FP16/FP8/GGUF options |
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**Note:** Models auto-download to `ComfyUI/models/SEEDVR2/` |
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**Required Nodes:** rgthree-comfy, comfyui_image_metadata_extension, [SeedVR2](https://github.com/numz/ComfyUI-SeedVR2_VideoUpscaler) |
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📥 **Download:** [ZIT-AIO-SeedVR2.json](workflows/ZIT-AIO-SeedVR2.json) |
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</details> |
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<details> |
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<summary><b>🌊 Depth Anything V3</b> — Depth control + 3D preview</summary> |
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### Depth Anything V3 ControlNet Workflow |
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State-of-the-art depth-guided generation with dual modes. |
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**Two Modes:** |
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1. **Generate** — Depth-controlled image generation |
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2. **3D Preview** — View depth as 3D point cloud |
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**Models:** da3_small / da3_base / da3_large / da3_giant |
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- 8GB VRAM: Use up to `da3_large` |
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**Note:** Models auto-download on first use |
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**Required Nodes:** rgthree-comfy, comfyui_image_metadata_extension, [Depth Anything 3](https://github.com/ByteDance-Seed/Depth-Anything-3) |
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📥 **Download:** [ZIT-AIO-DepthV3.json](workflows/ZIT-AIO-DepthV3.json) |
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</details> |
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<details> |
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<summary><b>🎨 Anime Workflow</b> — For Z-Image-Turbo-Anime</summary> |
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### Z-Image-Turbo-Anime Workflow |
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Optimized workflow for the anime checkpoint with integrated features. |
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**Includes:** |
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- Seed Variance Enhancer for diversity |
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- SeedVR2 as alternative upscaler |
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- Toggle switches for optional features |
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- Image comparison nodes |
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**Best Settings:** |
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```yaml |
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Sampler: euler_ancestral |
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Scheduler: beta |
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Resolution: 832×1216 (portrait) / 1216×832 (landscape) |
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``` |
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**Required Nodes:** rgthree-comfy, comfyui_image_metadata_extension, SeedVarianceEnhancer, SeedVR2 |
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📥 **Download:** [ZIT-AIO-Anime.json](workflows/ZIT-AIO-Anime.json) |
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</details> |
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--- |
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## 🔄 FP8 vs FP16 vs BF16 |
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| | 🟡 FP8 (~10GB) | 🔵 FP16 (~12GB) | 🌟 BF16 (~20GB) | |
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|---|----------------|-----------------|-----------------| |
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| **Quality** | 95% | 98% | 100% | |
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| **Speed** | Fastest | Fast | Standard | |
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| **Download** | Fastest | Medium | Slowest | |
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| **Best For** | Daily use | Balanced | Final renders | |
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**All versions work on 8GB VRAM!** |
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--- |
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## ⚙️ Common Settings |
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```yaml |
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# Essential (ALL workflows) |
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Steps: 8-9 |
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CFG: 1.0 # Don't change! |
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Negative Prompt: NONE (use ConditioningZeroOut) |
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# Photorealistic |
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Sampler: res_multistep |
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Scheduler: simple |
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# Anime |
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Sampler: euler_ancestral |
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Scheduler: beta |
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``` |
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--- |
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## 💡 Prompting |
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**Natural language works best!** (100-300 words) |
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``` |
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✅ Professional food photography of artisan breakfast plate. |
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Golden poached eggs on sourdough toast, crispy bacon, fresh |
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avocado slices. Morning sunlight creating warm glow. |
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❌ breakfast, eggs, toast, bacon, food photo, delicious |
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``` |
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**Bilingual Text Rendering:** |
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``` |
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English: Neon sign reading "COFFEE SHOP" in bright blue letters |
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Chinese: Sign with "咖啡店" in elegant gold calligraphy |
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``` |
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--- |
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## 📥 Downloads |
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### Models — Z-Image-Turbo-AIO (Photorealistic) |
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| Precision | CivitAI | HuggingFace | |
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|-----------|---------|-------------| |
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| 🌟 BF16 | [Download](https://civitai.com/models/2173571?modelVersionId=2447693) | This page | |
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| 🔵 FP16 | [Download](https://civitai.com/models/2173571?modelVersionId=2550362) | This page | |
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| 🟡 FP8 | [Download](https://civitai.com/models/2173571?modelVersionId=2448013) | This page | |
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### Models — Z-Image-Turbo-Anime |
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| Precision | CivitAI | HuggingFace | |
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|-----------|---------|-------------| |
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| 🌟 BF16 | [Download](https://civitai.com/models/2259646?modelVersionId=2543657) | This page | |
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| 🔵 FP16 | [Download](https://civitai.com/models/2259646?modelVersionId=2550879) | This page | |
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| 🟡 FP8 | [Download](https://civitai.com/models/2259646?modelVersionId=2544019) | This page | |
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### Additional Downloads |
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| Source | Link | |
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|--------|------| |
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| 🎮 TensorArt | [tensorart.me](https://tensorart.me/de-DE/models/939302608026244936/Z-Image-Turbo-AIO-FP8-FP8) | |
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### Additional Files |
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| File | Link | |
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|------|------| |
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| ControlNet Union | [HuggingFace](https://huggingface.co/alibaba-pai/Z-Image-Turbo-Fun-Controlnet-Union) | |
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| SeedVR2 Models | Auto-downloads on first use | |
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| Depth Anything V3 | Auto-downloads on first use | |
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--- |
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## 📦 Custom Nodes |
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<details> |
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<summary><b>All Required Nodes</b></summary> |
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**Base (all workflows):** |
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- [rgthree-comfy](https://github.com/rgthree/rgthree-comfy) |
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- [comfyui_image_metadata_extension](https://github.com/edelvarden/comfyui_image_metadata_extension) |
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**ControlNet Workflow:** |
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- [comfyui_controlnet_aux](https://github.com/Fannovel16/comfyui_controlnet_aux) |
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**Seed Variance / Anime Workflow:** |
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- [SeedVarianceEnhancer](https://github.com/ChangeTheConstants/SeedVarianceEnhancer) |
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**SeedVR2 / Anime Workflow:** |
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- [SeedVR2](https://github.com/numz/ComfyUI-SeedVR2_VideoUpscaler) |
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**Depth V3 Workflow:** |
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- [Depth Anything 3](https://github.com/ByteDance-Seed/Depth-Anything-3) |
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</details> |
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--- |
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## 📁 Files |
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``` |
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├── z-image-turbo-fp8-aio.safetensors # 📸 Photorealistic FP8 |
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├── z-image-turbo-fp16-aio.safetensors # 📸 Photorealistic FP16 |
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├── z-image-turbo-bf16-aio.safetensors # 📸 Photorealistic BF16 |
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├── z-image-anime-aio-fp8.safetensors # 🎨 Anime FP8 |
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├── z-image-anime-aio-fp16.safetensors # 🎨 Anime FP16 |
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├── z-image-anime-aio-bf16.safetensors # 🎨 Anime BF16 |
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│ |
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├── workflows/ |
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│ ├── ZIT-AIO-v1.0.json # 🚀 Standard v1 |
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│ ├── ZIT-AIO-v2.0.json # 🚀 Standard v2 |
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│ ├── ZIT-AIO-Control.json # 🎮 ControlNet |
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│ ├── ZIT-AIO-Variance.json # 🎲 Seed Variance |
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│ ├── ZIT-AIO-SeedVR2.json # 🎬 SeedVR2 |
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│ ├── ZIT-AIO-DepthV3.json # 🌊 Depth V3 |
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│ └── ZIT-AIO-Anime.json # 🎨 Anime |
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│ |
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├── images/ |
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│ ├── test1-coffee-shop.jpeg # Photo examples |
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│ ├── test2-chinese-temple.jpeg |
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│ ├── test3-sushi.jpeg |
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│ └── workflows/ # Workflow images |
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│ ├── v1-title.png & v1-screenshot.png |
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│ ├── v2-title.png & v2-screenshot.png |
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│ ├── control-title.png & control-screenshot.png |
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│ ├── variance-title.png & variance-screenshot.png |
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│ ├── seedvr2-title.png & seedvr2-screenshot.png |
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│ ├── depthv3-title.png & depthv3-screenshot.png |
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│ └── anime-title.png & anime-screenshot.png |
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``` |
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--- |
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## 🙏 Credits |
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**Original Model:** Tongyi Lab (Alibaba) • 6B S3-DiT • Apache 2.0 |
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**AIO Conversion & Anime Merge:** [SeeSee21](https://huggingface.co/SeeSee21) |
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**Resources:** |
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[Original HuggingFace](https://huggingface.co/Tongyi-MAI/Z-Image-Turbo) • |
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[GitHub](https://github.com/Tongyi-MAI/Z-Image) • |
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[ComfyUI Files](https://huggingface.co/Comfy-Org/z_image_turbo) |
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--- |
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**Download → Load Checkpoint → Generate!** 🚀 |
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--- |
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<div align="center"> |
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**Download, load with "Load Checkpoint", and generate professional photos in seconds! 🚀** |
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</div> |
