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---
license: apache-2.0
language:
- en
- zh
library_name: diffusers
base_model:
- Qwen/Qwen-Image-Edit
pipeline_tag: image-to-image
tags:
- image-editing
- consistency
- aesthetics
- DiT
- Qwen-Image
- ValiantCat
---
<p align="center">
<img src="https://ai.static.ad2.cc/banner.png" width="1000"/>
</p>
---
# 🌈 Qwen-Image-Edit-MeiTu
This model — **Qwen-Image-Edit-MeiTu** — is an improved variant of [Qwen/Qwen-Image-Edit](https://huggingface.co/Qwen/Qwen-Image-Edit), built with **DiT-based architecture fine-tuning** to enhance **visual consistency**, **aesthetic quality**, and **structural alignment** in complex edits.
Developed by **Valiant Cat AI Lab**, this version aims to further close the gap between high-fidelity semantic editing and coherent artistic rendering, achieving a more natural and professional output across a wide range of prompts and subjects.
---
## ✨ Key Improvements
* **Enhanced Consistency**:
Utilizes DiT (Diffusion Transformer) fine-tuning to ensure **structural stability** between input and edited regions, maintaining global spatial coherence.
* **Aesthetic Optimization**:
Trained with aesthetic discriminators and curated aesthetic score datasets, producing more **pleasing colors, contrast, and light balance**.
* **Better Detail Preservation**:
Improved low-level reconstruction for fine details such as **textures, faces, and typography**.
* **Broader Scene Adaptability**:
Performs well on **portraits, environments, product photos, and illustrations**, supporting both **semantic** and **appearance-based** editing.
---
## 🖼️ Showcase
Below are examples of **consistency and aesthetic improvement** in complex editing scenarios:
| Input & Output |
|----------------|
| <img src="preview/result1.png" width="800"/> |
| <img src="preview/result2.png" width="800"/> |
| <img src="preview/result3.png" width="800"/> |
| <img src="preview/result4.png" width="800"/> |
| <img src="preview/result5.png" width="800"/> |
## 💬 Recommended Prompts
Try these prompts to explore the model’s strengths:
* “make the lighting soft and cinematic with better balance”
* “enhance the photo’s composition and maintain realism”
* “refine skin tone and texture consistency”
* “improve the global color tone and aesthetic harmony”
* “increase photo realism and clarity without changing content”
---
## 🧩 Integration with ComfyUI
This model works seamlessly with a modified [ComfyUI Qwen-Image-Edit workflow](https://huggingface.co/valiantcat/Qwen-Image-Edit-MeiTu/blob/main/Qwen-Edit-MeiTu.json).
Just use this model in the **Unet node** to workflow for edit image.
---
## 📥 Download Model
Weights available in **Safetensors** format:
👉 [Download Qwen-Image-Edit-MeiTu](https://huggingface.co/valiantcat/Qwen-Image-Edit-MeiTu)
---
## 🧠 Training
This model was trained and optimized by the
**AI Laboratory of Chongqing Valiant Cat Technology Co., LTD.**
Visit [https://vvicat.com/](https://vvicat.com/) for business collaborations or research partnerships.
---
## 📜 License
Licensed under **Apache 2.0**.
---
## 💼 Join Us
We are hiring research engineers and creative ML practitioners at
**Chongqing Valiant Cat Technology Co., LTD** — reach out via
📧 **[email protected]**
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