Update README.md

README.md

@@ -19,273 +19,383 @@ tags:
 - fast-generation
 ---
 
-# 🚀 Z-Image-Turbo-AIO | 8-Step Photorealistic Generation
+# 🚀 Z-Image-Turbo Collection
 
-<div align="center">
-
-**Ultra-Fast • Bilingual Text Rendering • All-in-One • FP8 & BF16**
+**Ultra-Fast 8-Step Generation • Photorealistic & Anime • All-in-One**
 
 [![License](https://img.shields.io/badge/License-Apache%202.0-blue.svg)](https://opensource.org/licenses/Apache-2.0)
 [![ComfyUI](https://img.shields.io/badge/ComfyUI-Compatible-green.svg)](https://github.com/comfyanonymous/ComfyUI)
 
-</div>
-
-## ✨ What is Z-Image-Turbo-AIO?
+---
 
-Z-Image-Turbo-AIO is an **All-in-One repackage** of Alibaba Tongyi Lab's 6B parameter photorealistic image generator, optimized for lightning-fast 8-step generation. This version includes **integrated VAE and Text Encoder** for maximum convenience - just download and generate!
+## 📦 Models
 
-### Available Versions
+| Model | Style | FP8 | BF16 | Best Sampler |
+|-------|-------|-----|------|--------------|
+| 📸 **Z-Image-Turbo-AIO** | Photorealistic | ~10GB | ~20GB | res_multistep + simple |
+| 🎨 **Z-Image-Turbo-Anime** | Anime | ~10GB | ~20GB | euler_ancestral + beta |
 
-| Version | Size | Best For |
-|---------|------|----------|
-| 🟡 **FP8-AIO** | ~10GB | For most users |
-| 🌟 **BF16-AIO** | ~20GB | Maximum quality |
+**All models:** 8-9 steps • CFG 1.0 • 8GB VRAM compatible
 
-## 🎯 Key Features
+---
 
-- ⚡ **8-step generation** - 10-40 seconds per image, depends on your GPU
-- 📦 **All-in-One** - No separate VAE/Text Encoder downloads needed
-- 📸 **Photorealistic** - Professional quality output
-- 📖 **Bilingual** - English & Chinese text rendering
-- 🎯 **8GB VRAM** - Works on GPUs with 8GB VRAM
-- 🌐 **Apache 2.0** - Open license for any use
+## 🔧 Workflows
 
-## 🔄 Which Version Should I Choose?
+| Workflow | File | Best For |
+|----------|------|----------|
+| 🚀 [Standard v1](#-standard-v10--v20) | `ZIT-AIO-v1.0.json` | Simple text-to-image |
+| 🚀 [Standard v2](#-standard-v10--v20) | `ZIT-AIO-v2.0.json` | Improved upscaler |
+| 🎮 [ControlNet](#-controlnet) | `ZIT-AIO-Control.json` | Guided generation |
+| 🎲 [Seed Variance](#-seed-variance-enhancer) | `ZIT-AIO-Variance.json` | Output diversity |
+| 🎬 [SeedVR2](#-seedvr2) | `ZIT-AIO-SeedVR2.json` | Pro upscaling |
+| 🌊 [Depth V3](#-depth-anything-v3) | `ZIT-AIO-DepthV3.json` | Depth control + 3D |
+| 🎨 [Anime](#-anime-workflow) | `ZIT-AIO-Anime.json` | Anime generation |
 
-### 🟡 FP8-AIO (Recommended for most users)
-- ✅ Half the file size
-- ✅ Faster download
-- ✅ Excellent quality
-- ✅ Perfect for 8GB VRAM
-- ✅ Great for testing & everyday use
+---
 
-### 🌟 BF16-AIO (Maximum precision)
-- ✅ BFloat16 full precision
-- ✅ Lossless quality
-- ✅ Great for testing & everyday use
-- ✅ Still works on 8GB VRAM
+## 📸 Z-Image-Turbo-AIO (Photorealistic)
 
-### 🖼️ [CivitAI Page](https://civit.ai/models/2173571)
+Alibaba Tongyi Lab's 6B parameter photorealistic generator with integrated VAE + Text Encoder.
 
-## 📥 Quick Start (ComfyUI)
+**Features:** ⚡ 8-step • 📖 Bilingual EN/CN • 📸 Professional quality
 
-### Installation
+```yaml
+Steps: 9  |  CFG: 1.0  |  Sampler: res_multistep  |  Scheduler: simple
+```
 
-1. Download your preferred version (FP8 or BF16)
-2. Place in `ComfyUI/models/checkpoints`
-3. Load with "Load Checkpoint" node
-4. Generate!
+🖼️ [CivitAI Page](https://civitai.com/models/2173571?modelVersionId=2448013)
 
 ---
 
-## 🔧 ComfyUI Workflow
+## 🎨 Z-Image-Turbo-Anime (NEW!)
+
+Custom anime checkpoint with merged LoRAs for enhanced anime aesthetics.
 
-![Workflow](workflow.png)
+**Features:** ⚡ 8-step • 🎨 Enhanced anime style • 🔓 Partially NSFW capable
 
-Download: [z-image-turbo-aio-workflow.json](z-image-turbo-aio-workflow.json)
+```yaml
+Steps: 8-9  |  CFG: 1.0  |  Sampler: euler_ancestral  |  Scheduler: beta
+```
+
+🖼️ [CivitAI Page](https://civitai.com/models/2259646/z-image-turbo-anime?modelVersionId=2543657)
 
 ---
 
-### 🚀 Standard Workflow v2 (Recommended)
-Text-to-image generation with improved upscaler and metadata saving.
+## 📋 Workflow Details
 
-![Workflow v2](workflow/Z-Image-Turbo-AIO-workflow-v2.png)
+<details>
+<summary><b>🚀 Standard v1.0 & v2.0</b> — Simple text-to-image</summary>
 
-📥 **Download:** [Z-Image-Turbo-AIO-workflow-v2.json](workflow/Z-Image-Turbo-AIO-workflow-v2.json)
+### Standard Workflow
 
-**Features:**
-- Pre-configured settings (9 steps, CFG 1.0)
-- Dual samplers: `res_multistep` (sharp) or `euler_ancestral` (natural)
-- Improved upscaler with denoise control
-- Automatic metadata saving for easy CivitAI uploads
+![Standard Workflow Title](images/workflows/v2-title.png)
 
-**Required Nodes:** `rgthree-comfy`, `comfyui_image_metadata_extension`
+Simple 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
 
-### 🎮 ControlNet Workflow
-Precise control with reference images using ControlNet Union.
+**Required Nodes:** rgthree-comfy, comfyui_image_metadata_extension
 
-![ControlNet Workflow](workflow/Z-Image-Turbo-AIO-workflow-controlnet.png)
+![Standard Workflow Screenshot](images/workflows/v2-screenshot.png)
 
-📥 **Download:** [Z-Image-Turbo-AIO-workflow-controlnet.json](workflow/Z-Image-Turbo-AIO-workflow-controlnet.json)
+📥 **Download:** [ZIT-AIO-v1.0.json](workflows/ZIT-AIO-v1.0.json) | [ZIT-AIO-v2.0.json](workflows/ZIT-AIO-v2.0.json)
 
-**Features:**
-- 5 control types: Canny, Depth, Pose, HED, MLSD
-- Megapixel scaling (auto aspect ratio)
-- ControlNet strength adjustment
+</details>
 
-**Required Nodes:** `rgthree-comfy`, `comfyui_image_metadata_extension`, `comfyui_controlnet_aux`
+<details>
+<summary><b>🎮 ControlNet</b> — Guided generation with reference images</summary>
 
-**Additional Download Required:**
-- [Z-Image-Turbo-Fun-Controlnet-Union.safetensors](https://huggingface.co/Comfy-Org/z_image_turbo/blob/main/split_files/model_patches/z_image_turbo_fun_controlnet_union.safetensors) (~2.5GB)
-- ⚠️ Save in: `ComfyUI/models/model_patches/` (NOT controlnet/)
-- ⚠️ Requires ComfyUI 3.77+
+### ControlNet Union Workflow
 
----
+![ControlNet Workflow Title](images/workflows/control-title.png)
 
-### ⚙️ Recommended Settings (Both Workflows)
+5 control types for precise composition control.
 
-| Parameter | Value |
-|-----------|-------|
-| Steps | 9 |
-| CFG | 1.0 |
-| Sampler | `res_multistep` (sharp) or `euler_ancestral` (natural) |
-| Scheduler | `simple` (clean) or `beta` (smooth) |
-| Resolution | 1920×1088 |
+**Control Types:**
+- Canny — Edge detection
+- HED — Soft edges
+- Depth — 3D depth
+- Pose — Body pose
+- MLSD — Line detection
 
-💡 **Tip:** NO negative prompts needed - the model ignores them!
+**Settings:**
+- ControlNet strength: 0.6-0.8
+- Megapixel scaling (auto aspect ratio)
 
+**Required:**
+- ControlNet Union file → `ComfyUI/models/model_patches/`
+- Download: [ControlNet Union](https://huggingface.co/alibaba-pai/Z-Image-Turbo-Fun-Controlnet-Union)
 
-## 📊 Performance
+**Required Nodes:** rgthree-comfy, comfyui_image_metadata_extension, comfyui_controlnet_aux
 
-All tests on **RTX 4060 (8GB VRAM)** • FP8 • 1920×1088 • 8 steps
+![ControlNet Workflow Screenshot](images/workflows/control-screenshot.png)
 
-| Test | Generation Time |
-|------|-----------------|
-| Urban Interior | ~32s |
-| Architecture | ~32-34s |
-| Food Photography | ~32s |
-| Bilingual Signage | ~32s |
+📥 **Download:** [ZIT-AIO-Control.json](workflows/ZIT-AIO-Control.json)
 
----
+</details>
 
-## 📊 Test Results
+<details>
+<summary><b>🎲 Seed Variance Enhancer</b> — More diversity from same prompt</summary>
 
-All tests on **RTX 4060 (8GB VRAM)** • FP8 • 1920×1088 • 8 steps • CFG 1.0 • res_multistep + simple
+### Seed Variance Enhancer Workflow
 
-### 🔬 Test 1: Urban Coffee Shop Interior
+![Seed Variance Workflow Title](images/workflows/variance-title.png)
 
-![Test 1 - Coffee Shop](images/test1-coffee-shop.jpeg)
+Adds controlled noise to text embeddings for more varied outputs.
 
-**Prompt:**
-```
-Modern coffee shop interior with industrial design. Exposed brick walls, 
-wooden beams on ceiling, pendant lights hanging above bar. Professional 
-espresso machine on marble counter, barista preparing latte art. Customers 
-sitting at wooden tables with laptops. Large windows showing city street 
-outside. Warm afternoon lighting, cozy atmosphere. Photorealistic style, 
-professional architectural photography, 8K detail.
+**Settings:**
+```yaml
+randomize_percent: 50
+strength: 20-30
+noise_insert: 'noise on beginning steps'
+steps_switchover_percent: 20
 ```
 
-⏱️ **Time:** 31.98s | 🎯 **Use Case:** Architectural interior photography, commercial spaces
+**Trade-off:** Higher values = more diversity but less prompt adherence
 
----
+**Required Nodes:** rgthree-comfy, comfyui_image_metadata_extension, [SeedVarianceEnhancer](https://github.com/ChangeTheConstants/SeedVarianceEnhancer)
 
-### 🔬 Test 2: Traditional Chinese Architecture
+![Seed Variance Workflow Screenshot](images/workflows/variance-screenshot.png)
 
-![Test 2 - Chinese Temple](images/test2-chinese-temple.jpeg)
+📥 **Download:** [ZIT-AIO-Variance.json](workflows/ZIT-AIO-Variance.json)
 
-**Prompt:**
-```
-Beautiful traditional Chinese temple courtyard during golden hour. Red 
-wooden pillars with intricate gold carvings, curved tile roofs with 
-upturned eaves. Stone lion statues flanking entrance. Cherry blossoms 
-in full bloom around courtyard. Red lanterns hanging from eaves. Soft 
-sunset light casting warm glow. Ancient architecture, peaceful atmosphere. 
-Professional travel photography, ultra-sharp detail, cinematic composition.
-```
+</details>
 
-⏱️ **Time:** 33.59s | 🎯 **Use Case:** Travel photography, cultural heritage documentation
+<details>
+<summary><b>🎬 SeedVR2</b> — Professional diffusion upscaling</summary>
 
----
+### SeedVR2 Video Upscaler Workflow
 
-### 🔬 Test 3: Gourmet Food Photography
+![SeedVR2 Workflow Title](images/workflows/seedvr2-title.png)
 
-![Test 3 - Sushi](images/test3-sushi.jpeg)
+DiT-based upscaling with superior quality and temporal consistency.
 
-**Prompt:**
-```
-Professional food photography of gourmet sushi platter on black slate plate. 
-Assorted nigiri and maki rolls with fresh salmon, tuna, and avocado. 
-Garnished with pickled ginger, wasabi, and microgreens. Chopsticks placed 
-beside plate. Rustic wooden table surface. Soft natural window light from 
-side creating subtle shadows. Shallow depth of field, appetizing presentation. 
-Restaurant-quality styling, commercial food photography, magazine-worthy.
+**Settings:**
+```yaml
+resolution: 1536 (target short edge)
+batch_size: 4n+1 (1, 5, 9, 13, 17...)
+color_correction: 'lab'
 ```
 
-⏱️ **Time:** 32.16s | 🎯 **Use Case:** Food photography, restaurant menus, commercial advertising
+**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](https://github.com/numz/ComfyUI-SeedVR2_VideoUpscaler)
 
-## 💡 Prompting Guide
+![SeedVR2 Workflow Screenshot](images/workflows/seedvr2-screenshot.png)
 
-### ✅ Natural Language Works Best!
+📥 **Download:** [ZIT-AIO-SeedVR2.json](workflows/ZIT-AIO-SeedVR2.json)
 
-**Good Example:**
-```
-A cozy bookstore with floor-to-ceiling wooden shelves filled with 
-colorful books, comfortable reading nooks with cushions near large 
-windows, warm pendant lighting, peaceful afternoon atmosphere, 
-professional interior photography
-```
+</details>
+
+<details>
+<summary><b>🌊 Depth Anything V3</b> — Depth control + 3D preview</summary>
+
+### Depth Anything V3 ControlNet Workflow
+
+![Depth V3 Workflow Title](images/workflows/depthv3-title.png)
+
+State-of-the-art depth-guided generation with dual modes.
+
+**Two Modes:**
+1. **Generate** — Depth-controlled image generation
+2. **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](https://github.com/ByteDance-Seed/Depth-Anything-3)
+
+![Depth V3 Workflow Screenshot](images/workflows/depthv3-screenshot.png)
+
+📥 **Download:** [ZIT-AIO-DepthV3.json](workflows/ZIT-AIO-DepthV3.json)
 
-**Bad Example:**
+</details>
+
+<details>
+<summary><b>🎨 Anime Workflow</b> — For Z-Image-Turbo-Anime</summary>
+
+### Z-Image-Turbo-Anime Workflow
+
+![Anime Workflow Title](images/workflows/anime-title.png)
+
+Optimized 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:**
+```yaml
+Sampler: euler_ancestral
+Scheduler: beta
+Resolution: 832×1216 (portrait) / 1216×832 (landscape)
 ```
-bookstore, books, chairs, window, cozy, warm light, interior
+
+**Required Nodes:** rgthree-comfy, comfyui_image_metadata_extension, SeedVarianceEnhancer, SeedVR2
+
+![Anime Workflow Screenshot](images/workflows/anime-screenshot.png)
+
+📥 **Download:** [ZIT-AIO-Anime.json](workflows/ZIT-AIO-Anime.json)
+
+</details>
+
+---
+
+## 🔄 FP8 vs BF16
+
+| | 🟡 FP8 (~10GB) | 🌟 BF16 (~20GB) |
+|---|----------------|-----------------|
+| **Quality** | 95% | 100% |
+| **Speed** | Slightly faster | Standard |
+| **Download** | Faster | Slower |
+| **Best For** | Daily use | Final renders |
+
+**Both work on 8GB VRAM!**
+
+---
+
+## ⚙️ Common Settings
+
+```yaml
+# Essential (ALL workflows)
+Steps: 8-9
+CFG: 1.0  # Don't change!
+Negative Prompt: NONE (use ConditioningZeroOut)
+
+# Photorealistic
+Sampler: res_multistep
+Scheduler: simple
+
+# Anime
+Sampler: euler_ancestral
+Scheduler: beta
 ```
 
-### 📖 Bilingual Text Rendering
+---
+
+## 💡 Prompting
+
+**Natural language works best!** (100-300 words)
 
-**English Text:**
 ```
-Neon sign reading "OPEN 24/7" in bright blue letters above entrance. 
-Modern sans-serif font, glowing effect against brick wall.
+✅ 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
 ```
 
-**Chinese Text:**
+**Bilingual Text Rendering:**
 ```
-Traditional tea house entrance with sign reading "古韵茶坊" in elegant 
-gold Chinese calligraphy on red wooden board with ornate carved border.
+English: Neon sign reading "COFFEE SHOP" in bright blue letters
+Chinese: Sign with "咖啡店" in elegant gold calligraphy
 ```
 
-**Both Languages:**
+---
+
+## 📥 Downloads
+
+### Models
+
+| Source | Link |
+|--------|------|
+| 🖼️ CivitAI (Photorealistic) | [civitai.com/models/2173571](https://civitai.com/models/2173571?modelVersionId=2448013) |
+| 🖼️ CivitAI (Anime) | [civitai.com/models/2259646](https://civitai.com/models/2259646/z-image-turbo-anime?modelVersionId=2543657) |
+| 🤗 HuggingFace | This page |
+| 🎮 TensorArt | [tensorart.me](https://tensorart.me/de-DE/models/939302608026244936/Z-Image-Turbo-AIO-FP8-FP8) |
+
+### Additional Files
+
+| File | Link |
+|------|------|
+| ControlNet Union | [HuggingFace](https://huggingface.co/alibaba-pai/Z-Image-Turbo-Fun-Controlnet-Union) |
+| SeedVR2 Models | Auto-downloads on first use |
+| Depth Anything V3 | Auto-downloads on first use |
+
+---
+
+## 📦 Custom Nodes
+
+<details>
+<summary><b>All Required Nodes</b></summary>
+
+**Base (all workflows):**
+- [rgthree-comfy](https://github.com/rgthree/rgthree-comfy)
+- [comfyui_image_metadata_extension](https://github.com/edelvarden/comfyui_image_metadata_extension)
+
+**ControlNet Workflow:**
+- [comfyui_controlnet_aux](https://github.com/Fannovel16/comfyui_controlnet_aux)
+
+**Seed Variance / Anime Workflow:**
+- [SeedVarianceEnhancer](https://github.com/ChangeTheConstants/SeedVarianceEnhancer)
+
+**SeedVR2 / Anime Workflow:**
+- [SeedVR2](https://github.com/numz/ComfyUI-SeedVR2_VideoUpscaler)
+
+**Depth V3 Workflow:**
+- [Depth Anything 3](https://github.com/ByteDance-Seed/Depth-Anything-3)
+
+</details>
+
+---
+
+## 📁 Files
+
 ```
-Modern cafe exterior with bilingual sign. "Morning Brew Coffee" in 
-white elegant script above, "晨曦咖啡" in matching Chinese characters 
-below. Both glowing warmly at dusk.
+├── z-image-turbo-fp8-aio.safetensors         # 📸 Photorealistic FP8
+├── z-image-turbo-bf16-aio.safetensors        # 📸 Photorealistic BF16
+├── z-image-anime-aio-fp8.safetensors         # 🎨 Anime FP8
+├── 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
 ```
 
-### 📝 Prompting Tips
-
-| Do ✅ | Don't ❌ |
-|------|---------|
-| Use natural language descriptions | Use tag-style prompts (tag1, tag2) |
-| Be detailed (100-300 words optimal) | Write very short prompts (<50 words) |
-| Include lighting and mood | Add negative prompts (not used) |
-| Describe camera angle and style | Include conflicting instructions |
-| Specify materials and colors | |
-
-## 🙏 Credits & Acknowledgments
-
-### Original Model
-- **Developer:** Tongyi Lab (Alibaba Group)
-- **Architecture:** Single-Stream Diffusion Transformer (6B parameters)
-- **Algorithm:** Decoupled-DMD + DMDR
-- **License:** Apache 2.0
-
-### AIO Conversion
-- **Created by:** [SeeSee21](https://huggingface.co/SeeSee21)
-- **Format:** Integrated VAE + Text Encoder
-- **Purpose:** Simplified single-file deployment
-
-### Resources
-- 🤗 [Original HuggingFace](https://huggingface.co/Tongyi-MAI/Z-Image-Turbo)
-- 💻 [GitHub Repository](https://github.com/Tongyi-MAI/Z-Image)
-- 🎨 [ComfyUI Files](https://huggingface.co/Comfy-Org/z_image_turbo)
-- 🖼️ [CivitAI Page](https://civit.ai/models/2173571)
-
-## 📈 Version History
-
-### v1.0 - Initial AIO Release
-- FP8-AIO version (10GB)
-- BF16-AIO version (20GB)
-- Integrated VAE + Text Encoder
-- Single-file deployment
-- Based on Tongyi-MAI/Z-Image-Turbo
-- Tested on RTX 4060 8GB
-- Optimized for 1920×1088
+---
+
+## 🙏 Credits
+
+**Original Model:** Tongyi Lab (Alibaba) • 6B S3-DiT • Apache 2.0
+
+**AIO Conversion & Anime Merge:** [SeeSee21](https://huggingface.co/SeeSee21)
+
+**Resources:**
+[Original HuggingFace](https://huggingface.co/Tongyi-MAI/Z-Image-Turbo) •
+[GitHub](https://github.com/Tongyi-MAI/Z-Image) •
+[ComfyUI Files](https://huggingface.co/Comfy-Org/z_image_turbo)
+
+---
 
+**Download → Load Checkpoint → Generate!** 🚀
 ---
 
 <div align="center">