---
title: FireRed-Image-Edit-1.1
canonical_url: "https://www.modelscope.cn/models/FireRedTeam/FireRed-Image-Edit-1.1"
md_url: "https://www.modelscope.cn/models/FireRedTeam/FireRed-Image-Edit-1.1.md"
repository: FireRedTeam/FireRed-Image-Edit-1.1
last_updated: 2026-03-20
license: apache-2.0
pipeline_tag: image-to-image
tasks:
  - image-to-image
base_model:
  - FireRedTeam/FireRed-Image-Edit-1.1
parameters: 28.8B
tensor_type:
  - BF16
library_name:
  - safetensors
  - diffusers
  - pytorch
frameworks:
  - pytorch
language:
  - en
  - zh
supports_inference: img2img
downloads: 28839
stars: 146
---

# FireRed-Image-Edit-1.1

> FireRed-Image-Edit-1.1 - FireRedTeam 在 ModelScope 开源的模型。🤗 HuggingFace | 🤖 ModelScope | 🖥️ Demo | 📄 Technical Report

FireRedTeam/FireRed-Image-Edit-1.1 是 ModelScope 魔搭社区上的 28.8B 参数image-to-image模型，采用 apache-2.0 许可，基于 FireRedTeam/FireRed-Image-Edit-1.1 构建，并支持在线推理（img2img）。

- **Repository**: FireRedTeam/FireRed-Image-Edit-1.1
- **License**: apache-2.0
- **Tasks**: image-to-image
- **Parameters**: 28.8B
- **Base model**: FireRedTeam/FireRed-Image-Edit-1.1
- **Online inference**: img2img
- **Downloads**: 28839
- **Stars**: 146
- **Last updated**: 2026-03-20

Source: https://www.modelscope.cn/models/FireRedTeam/FireRed-Image-Edit-1.1

---

<p align="center">
  <a href="https://huggingface.co/FireRedTeam" target="_blank"><img alt="Hugging Face" src="https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-FireRedTeam-ffc107?color=ffc107&logoColor=white" style="display: inline-block;"/></a>
  <a href="https://huggingface.co/FireRedTeam/FireRed-Image-Edit-1.1" target="_blank"><img alt="Hugging Face Model" src="https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-FireRed--Image--Edit--1.1-red" style="display: inline-block;"/></a>
  <a href="https://huggingface.co/FireRedTeam/FireRed-Image-Edit-1.0" target="_blank"><img alt="Hugging Face Model" src="https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-FireRed--Image--Edit--1.0-red" style="display: inline-block;"/></a>
  <a href="https://huggingface.co/FireRedTeam/FireRed-Image-Edit-LoRA-Zoo" target="_blank"><img alt="Hugging Face Model" src="https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-FireRed--Image--Edit--LoRA--Zoo-red" style="display: inline-block;"/></a>
  <a href="https://huggingface.co/spaces/FireRedTeam/FireRed-Image-Edit-1.1" target="_blank"><img alt="HF Demo" src="https://img.shields.io/badge/%F0%9F%A4%97%20HF%20Demo-FireRed--Image--Edit--1.1-red" style="display: inline-block;"/></a>
  <a href="https://modelscope.cn/models/FireRedTeam/FireRed-Image-Edit-1.1" target="_blank"><img alt="ModelScope Model" src="https://img.shields.io/badge/%F0%9F%A4%96%20ModelScope-FireRed--Image--Edit--1.1-624aff" style="display: inline-block;"/></a>
  <a href="https://modelscope.cn/models/FireRedTeam/FireRed-Image-Edit-1.0" target="_blank"><img alt="ModelScope Model" src="https://img.shields.io/badge/%F0%9F%A4%96%20ModelScope-FireRed--Image--Edit--1.0-624aff" style="display: inline-block;"/></a>
  <a href="https://modelscope.cn/studios/FireRedTeam/FireRed-Image-Edit-1.1" target="_blank"><img alt="MS Demo" src="https://img.shields.io/badge/%F0%9F%A4%96%20MS%20Demo-FireRed--Image--Edit--1.1-624aff" style="display: inline-block;"/></a>
  <a href='https://github.com/FireRedTeam/FireRed-Image-Edit'><img src='https://img.shields.io/badge/GitHub-Code-black'></a>
  <a href='https://www.apache.org/licenses/LICENSE-2.0'><img src="https://img.shields.io/badge/license-Apache%202.0-blue" alt="License"></a>
  <a href="https://arxiv.org/abs/2602.13344" target="_blank"><img src="https://img.shields.io/badge/Report-b5212f.svg?logo=arxiv"></a>
</p> 

<p align="center">
    🤗 <a href="https://huggingface.co/FireRedTeam/FireRed-Image-Edit-1.1">HuggingFace</a> |
    🤖 <a href="https://modelscope.cn/models/FireRedTeam/FireRed-Image-Edit-1.1">ModelScope</a> |
    🖥️ <a href="https://huggingface.co/spaces/FireRedTeam/FireRed-Image-Edit-1.1">Demo</a> |
    📄 <a href="https://arxiv.org/abs/2602.13344">Technical Report</a>
</p>

<p align="center">
    <img src="https://huggingface.co/FireRedTeam/FireRed-Image-Edit-1.0/resolve/main/assets/teaser.png" width="300"/>
<p> 
  
## 🔥 FireRed-Image-Edit-1.1

We introduce FireRed-Image-Edit-1.1, an upgrade to our general-purpose image editing foundation model. Building upon the capabilities presented in the FireRed-Image-Edit-1.0 Technical Report, version 1.1 significantly enhances identity consistency, multi-image conditioning, and domain-specialized editing performance, bringing the model closer to real-world creative production needs.


## ✨ Key Features
#### Strong Editing Performance 
- 🆔 **State-of-the-Art Identity Consistency**: Open-source SOTA in character identity preservation, ensuring subjects remain recognizable across complex edits.
- 🧩 **Multi-Element Fusion**: Freely combine 10+ elements with Agent-powered automatic cropping and stitching—no more struggles with short prompts.
- 💄 **Comprehensive Portrait Makeup**: Dozens of styles from professional beauty retouching and yellow/olive skin tone brightening to Halloween witch makeup and creative looks.
- 📝 **Text Style Reference**: Maintains high-fidelity typography and stylized text comparable to closed-source solutions.
- 🖼️ **Professional Photo Restoration**: High-quality old photo repair and enhancement with superior detail recovery.

#### Ultimate Engineering Optimization
- 🔧 **Open LoRA Training Ecosystem:** Full training code released for custom style creation, optimized samplers maximize GPU efficiency for identical tasks, sizes, and input counts.
- ⚡ **Extreme Speed Optimization**: Complete acceleration suite featuring distillation, quantization, and static compilation—delivering 4.5s end-to-end generation with just 30GB VRAM
- 🤖 **Intelligent Agent Workflow**: Automatic multi-image processing handles complex compositions like virtual try-on without requiring lengthy prompt engineering
- 🔌 **Universal Deployment**: Native ComfyUI node support and GGUF lightweight format compatibility for seamless production integration



## 🎨 Showcase
Some real outputs produced by FireRed-Image-Edit across general editing.

### Portrait([More Cases](https://github.com/FireRedTeam/FireRed-Image-Edit/blob/main/docs/portrait_en.md) | [更多结果](https://github.com/FireRedTeam/FireRed-Image-Edit/blob/main/docs/portrait_cn.md))
<p align="center">
    <a href="https://github.com/FireRedTeam/FireRed-Image-Edit/raw/main/assets/showcase_portrait.png">
        <img src="https://github.com/FireRedTeam/FireRed-Image-Edit/raw/main/assets/showcase_portrait.jpg" width="800"/>
    </a>
<p>

### Multi-image-fusion([More Cases](https://github.com/FireRedTeam/FireRed-Image-Edit/blob/main/docs/multi_image.md)
<p align="center">
    <img src="https://github.com/FireRedTeam/FireRed-Image-Edit/raw/main/assets/showcase_multi_fusion.png" width="800"/>
<p> 

### Makeup([Lora](https://huggingface.co/FireRedTeam/FireRed-Image-Edit-LoRA-Zoo/blob/main/FireRed-Image-Edit-Makeup.safetensors))
<p align="center">
    <img src="https://github.com/FireRedTeam/FireRed-Image-Edit/raw/main/assets/showcase_makeup.jpg" width="800"/>
<p> 


### Text Style Reference([Lora](https://huggingface.co/FireRedTeam/FireRed-Image-Edit-LoRA-Zoo/blob/main/FireRed-Image-Edit-Covercraft.safetensors))([More Cases](https://github.com/FireRedTeam/FireRed-Image-Edit/blob/main/docs/text.md))
<p align="center">
    <img src="https://github.com/FireRedTeam/FireRed-Image-Edit/raw/main/assets/showcase_mult_text.png" width="800"/>
<p> 


## 🏆 Evaluation Results
FireRed-Image-Edit establishes a new state-of-the-art among open-source models on Imgedit, Gedit, and RedEdit, while surpassing our closed-source competitors in specific dimensions—a distinction further corroborated by human evaluations highlighting its superior prompt following and visual consistency.
<p align="center">
    <img src="https://github.com/FireRedTeam/FireRed-Image-Edit/raw/main/assets/eval_benchmark.png" width="800"/>
<p>