🚀 Z-Image-Turbo Collection
Ultra-Fast 8-Step Generation • Photorealistic & Anime • All-in-One
📦 Models
| Model | Style | FP8 | FP16 | BF16 | Best Sampler |
|---|
| 📸 Z-Image-Turbo-AIO | Photorealistic | ~10GB | ~20GB | ~20GB | res_multistep + simple |
| 🎨 Z-Image-Turbo-Anime | Anime | ~10GB | ~20GB | ~20GB | euler_ancestral + beta |
All models: 8-9 steps • CFG 1.0 • 8GB VRAM compatible
🔧 Workflows
| Workflow | File | Best For |
|---|
| 🚀 Standard v1 | ZIT-AIO-v1.0.json | Simple text-to-image |
| 🚀 Standard v2 | ZIT-AIO-v2.0.json | Improved upscaler |
| 🎮 ControlNet | ZIT-AIO-Control.json | Guided generation |
| 🎲 Seed Variance | ZIT-AIO-Variance.json | Output diversity |
| 🎬 SeedVR2 | ZIT-AIO-SeedVR2.json | Pro upscaling |
| 🌊 Depth V3 | ZIT-AIO-DepthV3.json | Depth control + 3D |
| 🎨 Anime | ZIT-AIO-Anime.json | Anime generation |
📸 Z-Image-Turbo-AIO (Photorealistic)
Alibaba Tongyi Lab's 6B parameter photorealistic generator with integrated VAE + Text Encoder.
Features: ⚡ 8-step • 📖 Bilingual EN/CN • 📸 Professional quality
Steps: 9 | CFG: 1.0 | Sampler: res_multistep | Scheduler: simple🖼️
CivitAI: BF16 |
FP16 |
FP8
🎨 Z-Image-Turbo-Anime (NEW!)
Custom anime checkpoint with merged LoRAs for enhanced anime aesthetics.
Features: ⚡ 8-step • 🎨 Enhanced anime style • 🔓 Partially NSFW capable
Steps: 8-9 | CFG: 1.0 | Sampler: euler_ancestral | Scheduler: beta🖼️
CivitAI: BF16 |
FP16 |
FP8
📋 Workflow Details
🚀 Standard v1.0 & v2.0 — Simple text-to-image
Standard Workflow
Standard Workflow TitleSimple text-to-image with upscaler and dual sampler options.
v2.0 Improvements:
- Enhanced upscaler with denoise control (0.4-0.6)
- Dual sampler:
res_multistep or euler_ancestral
- Dual scheduler:
simple or beta
scale_by parameter for output size
Required Nodes: rgthree-comfy, comfyui_image_metadata_extension
Standard Workflow Screenshot
🎮 ControlNet — Guided generation with reference images
ControlNet Union Workflow
ControlNet Workflow Title5 control types for precise composition control.
Control Types:
- Canny — Edge detection
- HED — Soft edges
- Depth — 3D depth
- Pose — Body pose
- MLSD — Line detection
Settings:
- ControlNet strength: 0.6-0.8
- Megapixel scaling (auto aspect ratio)
Required:
- ControlNet Union file →
ComfyUI/models/model_patches/
- Download: ControlNet Union
Required Nodes: rgthree-comfy, comfyui_image_metadata_extension, comfyui_controlnet_aux
ControlNet Workflow Screenshot
🎲 Seed Variance Enhancer — More diversity from same prompt
Seed Variance Enhancer Workflow
Seed Variance Workflow TitleAdds controlled noise to text embeddings for more varied outputs.
Settings:
1randomize_percent: 50
2strength: 20-30
3noise_insert: 'noise on beginning steps'
4steps_switchover_percent: 20
Trade-off: Higher values = more diversity but less prompt adherence
Required Nodes: rgthree-comfy, comfyui_image_metadata_extension,
SeedVarianceEnhancer
Seed Variance Workflow Screenshot
🎬 SeedVR2 — Professional diffusion upscaling
SeedVR2 Video Upscaler Workflow
SeedVR2 Workflow TitleDiT-based upscaling with superior quality and temporal consistency.
Settings:
1resolution: 1536 (target short edge)
2batch_size: 4n+1 (1, 5, 9, 13, 17...)
3color_correction: 'lab'
Models: 3B (faster) or 7B (higher quality) • FP16/FP8/GGUF options
Note: Models auto-download to ComfyUI/models/SEEDVR2/
Required Nodes: rgthree-comfy, comfyui_image_metadata_extension,
SeedVR2
SeedVR2 Workflow Screenshot
🌊 Depth Anything V3 — Depth control + 3D preview
Depth Anything V3 ControlNet Workflow
Depth V3 Workflow TitleState-of-the-art depth-guided generation with dual modes.
Two Modes:
- Generate — Depth-controlled image generation
- 3D Preview — View depth as 3D point cloud
Models: da3_small / da3_base / da3_large / da3_giant
- 8GB VRAM: Use up to
da3_large
Note: Models auto-download on first use
Required Nodes: rgthree-comfy, comfyui_image_metadata_extension,
Depth Anything 3
Depth V3 Workflow Screenshot
🎨 Anime Workflow — For Z-Image-Turbo-Anime
Z-Image-Turbo-Anime Workflow
Anime Workflow TitleOptimized workflow for the anime checkpoint with integrated features.
Includes:
- Seed Variance Enhancer for diversity
- SeedVR2 as alternative upscaler
- Toggle switches for optional features
- Image comparison nodes
Best Settings:
1Sampler: euler_ancestral
2Scheduler: beta
3Resolution: 832×1216 (portrait) / 1216×832 (landscape)
Required Nodes: rgthree-comfy, comfyui_image_metadata_extension, SeedVarianceEnhancer, SeedVR2
Anime Workflow Screenshot
🔄 FP8 vs FP16 vs BF16
| 🟡 FP8 (~10GB) | 🔵 FP16 (~12GB) | 🌟 BF16 (~20GB) |
|---|
| Quality | 95% | 98% | 100% |
| Speed | Fastest | Fast | Standard |
| Download | Fastest | Medium | Slowest |
| Best For | Daily use | Balanced | Final renders |
All versions work on 8GB VRAM!
⚙️ Common Settings
1# Essential (ALL workflows)
2Steps: 8-9
3CFG: 1.0 # Don't change!
4Negative Prompt: NONE (use ConditioningZeroOut)
5
6# Photorealistic
7Sampler: res_multistep
8Scheduler: simple
9
10# Anime
11Sampler: euler_ancestral
12Scheduler: beta
💡 Prompting
Natural language works best! (100-300 words)
✅ Professional food photography of artisan breakfast plate.
Golden poached eggs on sourdough toast, crispy bacon, fresh
avocado slices. Morning sunlight creating warm glow.
❌ breakfast, eggs, toast, bacon, food photo, delicious
Bilingual Text Rendering:
English: Neon sign reading "COFFEE SHOP" in bright blue letters
Chinese: Sign with "咖啡店" in elegant gold calligraphy
📥 Downloads
Models — Z-Image-Turbo-AIO (Photorealistic)
Models — Z-Image-Turbo-Anime
Additional Downloads
Additional Files
| File | Link |
|---|
| ControlNet Union | HuggingFace |
| SeedVR2 Models | Auto-downloads on first use |
| Depth Anything V3 | Auto-downloads on first use |
📦 Custom Nodes
All Required Nodes
Base (all workflows):
ControlNet Workflow:
Seed Variance / Anime Workflow:
SeedVR2 / Anime Workflow:
Depth V3 Workflow:
📁 Files
├── z-image-turbo-fp8-aio.safetensors # 📸 Photorealistic FP8
├── z-image-turbo-fp16-aio.safetensors # 📸 Photorealistic FP16
├── z-image-turbo-bf16-aio.safetensors # 📸 Photorealistic BF16
├── z-image-anime-aio-fp8.safetensors # 🎨 Anime FP8
├── z-image-anime-aio-fp16.safetensors # 🎨 Anime FP16
├── z-image-anime-aio-bf16.safetensors # 🎨 Anime BF16
│
├── workflows/
│ ├── ZIT-AIO-v1.0.json # 🚀 Standard v1
│ ├── ZIT-AIO-v2.0.json # 🚀 Standard v2
│ ├── ZIT-AIO-Control.json # 🎮 ControlNet
│ ├── ZIT-AIO-Variance.json # 🎲 Seed Variance
│ ├── ZIT-AIO-SeedVR2.json # 🎬 SeedVR2
│ ├── ZIT-AIO-DepthV3.json # 🌊 Depth V3
│ └── ZIT-AIO-Anime.json # 🎨 Anime
│
├── images/
│ ├── test1-coffee-shop.jpeg # Photo examples
│ ├── test2-chinese-temple.jpeg
│ ├── test3-sushi.jpeg
│ └── workflows/ # Workflow images
│ ├── v1-title.png & v1-screenshot.png
│ ├── v2-title.png & v2-screenshot.png
│ ├── control-title.png & control-screenshot.png
│ ├── variance-title.png & variance-screenshot.png
│ ├── seedvr2-title.png & seedvr2-screenshot.png
│ ├── depthv3-title.png & depthv3-screenshot.png
│ └── anime-title.png & anime-screenshot.png
🙏 Credits
Original Model: Tongyi Lab (Alibaba) • 6B S3-DiT • Apache 2.0
AIO Conversion & Anime Merge: SeeSee21
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