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license: other
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---
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Author: [Vionex](https://civitai.com/user/Vionex)
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Model: [
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-
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---
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license: other
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tags:
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+
- aianimation
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- aiedit
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- characteranimation
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- comfyui
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- fp8
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- qwenedit
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- seedvr2
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- tool
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- upscaling
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- videoupscale
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- wananimate
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- workflow
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---
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# Ultimate AI Video Workflow — Qwen-Edit 2509 + Wan Animate 2.2 + SeedVR2 Upscaler - v1.0 - 2416121
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**Model Type**: Workflows
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**Base Model**: Wan Video 2.2 I2V-A14B
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**Trigger Words**: None
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**Tags**: aianimation, aiedit, characteranimation, comfyui, fp8, qwenedit, seedvr2, tool, upscaling, videoupscale, wananimate, workflow
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## Gallery
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<table>
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<tr>
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<td><img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/c4e496a0-c2a9-4b35-8f65-ef67fc1f44b4/original=true/110587203.jpeg" width="200"></td>
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<td><video src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/d7749a7c-98be-4fd2-ba89-8035d41d4f4f/original=true/110587645.mp4" width="200" controls muted autoplay loop></video></td>
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<td><video src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/6e1f6901-7322-4552-aa90-de0d5011dcf8/original=true/110587644.mp4" width="200" controls muted autoplay loop></video></td>
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</tr>
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<tr>
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<td><video src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/9d0fc63a-5288-43a1-a8fd-d74409127ce0/original=true/110587692.mp4" width="200" controls muted autoplay loop></video></td>
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<td><video src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/9d3e4e41-444b-46ef-8801-5c6dbc80d9e1/original=true/110587693.mp4" width="200" controls muted autoplay loop></video></td>
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<td><video src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/e8256ee0-e5b1-4ae6-b06a-fc108fc1f705/original=true/110587691.mp4" width="200" controls muted autoplay loop></video></td>
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</tr>
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<tr>
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<td><video src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/7b72d336-38d9-4c60-9bbf-82979cc55d1a/original=true/110588335.mp4" width="200" controls muted autoplay loop></video></td>
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<td><video src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/d9da9d18-344e-45ee-94fa-dc6dea4666ab/original=true/110588432.mp4" width="200" controls muted autoplay loop></video></td>
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<td><video src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/825a3c39-d1da-47d2-a382-55a281d3156d/original=true/110758132.mp4" width="200" controls muted autoplay loop></video></td>
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</tr>
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<tr>
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<td><video src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/e7fe22af-f090-4d24-8596-fa6dfa11ffbc/original=true/110758131.mp4" width="200" controls muted autoplay loop></video></td>
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</tr>
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</table>
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## Description
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🚀 **Ultimate AI Video Production Workflow (ComfyUI)**
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-----------------------------------------------------
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This is a **complete end-to-end AI video pipeline** that combines:
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### 🧩 **Qwen-Edit 2509** → Image Editing
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### 🎭 **Wan Animate 2.2** → Character Animation
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### 📺 **SeedVR2 Upscaler** → Final 4K Enhancement
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Everything is packed into a **clean, modular, subgraphed workflow** that removes the headache of giant node spaghetti.
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This workflow allows you to:
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* Edit any reference image
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* Animate the edited character using a real motion video
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* Upscale and clean the final output
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* Produce 4K smooth AI videos
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* Run everything inside ComfyUI with optimized VRAM usage
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Perfect for:
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* AI character reels
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* Cosplay transformations
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* Cinematic AI edits
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* TikTok / IG Reels
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* YouTube shorts
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* Film-style previews
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---
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🎛️ **Features**
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===============
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### ✨ **1. Qwen-Edit 2509 FP8 (Image Editing Engine)**
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* Outfit changes
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* Face cleanup / enhancement
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* Makeup edits
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* Background removal
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* Style injection
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* Very VRAM-friendly
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### 🎬 **2. Wan Animate 2.2 FP8 (Character Animation)**
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* Robust identity preservation
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* Smooth motion from reference video
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* Pose & face control
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* Windowed batching for long videos
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* Subgraphed for easy navigation
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### 📈 **3. SeedVR2 Upscaler (Video Restore + 4K)**
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* 2× / 4× upscaling
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* Face enhance option
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* Removes noise and artifacts
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* Makes AI videos look real and cinematic
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### 🔧 **Bonus Modules**
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* VRAM Cleaner
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* Resolution Selector
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* Reference Routing System
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* Organized Subgraphs
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* Cleaner wiring = easier editing
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---
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🧰 **How to Use This Workflow**
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==============================
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### 1️⃣ Load your **reference image**
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Use Qwen-Edit to perform any image cleanup or enhancement before animation.
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### 2️⃣ Load your **motion video**
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Wan Animate will replicate the motion on your edited character.
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### 3️⃣ Adjust resolution & pre-process settings
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Resolution presets included (320 → 1280).
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### 4️⃣ Run Wan Animate 2.2
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Generates stable character animation frames.
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### 5️⃣ Pass output into SeedVR2
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Upscale to 2K / 4K depending on hardware.
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### 6️⃣ Save final video
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Both preview & HQ versions included.
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### 🖼️ Qwen Image Edit FP8 (Diffusion Model, Text Encoder, and VAE)
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These are hosted on the **Comfy-Org** Hugging Face page.
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* **Diffusion Model (qwen\_image\_edit\_fp8\_e4m3fn.safetensors):** `https://huggingface.co/Comfy-Org/Qwen-Image-Edit_ComfyUI/blob/main/split_files/diffusion_models/qwen_image_edit_fp8_e4m3fn.safetensors`
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* **Text Encoder (qwen\_2.5\_vl\_7b\_fp8\_scaled.safetensors):** `https://huggingface.co/Comfy-Org/Qwen-Image-Edit_ComfyUI/blob/main/split_files/text_encoders/qwen_2.5_vl_7b_fp8_scaled.safetensors`
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* **VAE (qwen\_image\_vae.safetensors):** `https://huggingface.co/Comfy-Org/Qwen-Image-Edit_ComfyUI/blob/main/split_files/vae/qwen_image_vae.safetensors`
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---
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### 💃 Wan 2.2 Animate 14B FP8 (Diffusion Model, Text Encoder, and VAE)
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The components are spread across related community repositories.
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* **Diffusion Model (Wan2\_2-Animate-14B\_fp8\_e4m3fn\_scaled\_KJ.safetensors):** `https://huggingface.co/Kijai/WanVideo_comfy_fp8_scaled/blob/main/Wan22Animate/Wan2_2-Animate-14B_fp8_e4m3fn_scaled_KJ.safetensors`
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* **Text Encoder (umt5\_xxl\_fp8\_e4m3fn\_scaled.safetensors):** `https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/blob/main/split_files/text_encoders/umt5_xxl_fp8_e4m3fn_scaled.safetensors`
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* **VAE (wan2.2\_vae.safetensors):** `https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/blob/main/split_files/vae/wan2.2_vae.safetensors`
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* `Lightx2v : https://huggingface.co/Kijai/WanVideo_comfy/tree/main/Lightx2v`
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---
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### 💾 SeedVR2 Diffusion Model (FP8)
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* **Diffusion Model (seedvr2\_ema\_3b\_fp8\_e4m3fn.safetensors):** `https://huggingface.co/numz/SeedVR2_comfyUI/blob/main/seedvr2_ema_3b_fp8_e4m3fn.safetensors`
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---
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🧱 **Why This Workflow is Easy to Use**
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======================================
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I wrapped the heavy sections inside **subgraphs**, so you don’t have to scroll through 200 tangled nodes.
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Subgraphs included:
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* Wan Animate Engine
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* Qwen-Edit Module
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* SeedVR2 Upscaler
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* VRAM Cleaner
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* Resolution Manager
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Makes editing, debugging, and expanding the workflow extremely clean and fast.
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---
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❤️ **Credits**
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==============
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* Kijai for FP8 Wan Animate
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* Comfy-Org for Qwen-Edit
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* ByteDance for SeedVR2
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* Community testers & contributors
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---
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Author: [Vionex](https://civitai.com/user/Vionex)
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Model: [CivitAI Model Page](https://civitai.com/models/2135932?modelVersionId=2416121)
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Archive: [CivArchive Page](https://civarchive.com/models/2135932?modelVersionId=2416121)
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<!-- Version: 20260502_upload -->
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