README.md

---
license: apache-2.0
language:
- en
- zh
base_model:
- FireRedTeam/FireRed-Image-Edit-1.0
pipeline_tag: image-text-to-image
tags:
- comfyui
- comfy
- fp8
- nvfp4
- quants
- image
- edit
- firered
---

## 🗜️ ComfyUI Quantised Models for FireRed-Image-Edit-1.0

This repo contains the quantised, ComfyUI-ready models for **FireRed-Image-Edit-1.0**.

| Model | Download |
|-------|----------|
| `firered_image_edit_1.0_fp8_e4m3fn.safetensors` | [⬇️ Download](https://huggingface.co/drbaph/FireRed-Image-Edit-1.0_ComfyUI_Quants/resolve/main/firered_image_edit_1.0_fp8_e4m3fn.safetensors?download=true) |
| `firered_image_edit_1.0_fp8_e5m2.safetensors` | [⬇️ Download](https://huggingface.co/drbaph/FireRed-Image-Edit-1.0_ComfyUI_Quants/resolve/main/firered_image_edit_1.0_fp8_e5m2.safetensors?download=true) |
| `firered_image_edit_1.0_nvfp4.safetensors` | [⬇️ Download](https://huggingface.co/drbaph/FireRed-Image-Edit-1.0_ComfyUI_Quants/resolve/main/firered_image_edit_1.0_nvfp4.safetensors?download=true) |

We've provided a **ComfyUI workflow** to get you started: [⬇️ Download Workflow](https://huggingface.co/drbaph/FireRed-Image-Edit-1.0_ComfyUI_Quants/resolve/main/FireRed_image_edit_1.0_ComfyUI_workflow.json?download=true)



![Screenshot 2026-02-19 144836](https://cdn-uploads.huggingface.co/production/uploads/63473b59e5c0717e6737b872/lpRxnKA7Vt87t4pSDqpGS.png)

### 🖼️ Sample Results

| Input | Output — *"make the bear wear a tuxedo a hat and a jacket, holding his flower"* | Output — *"make the bear into a panda plushie wearing red top, holding his flower"* |
|:-----:|:-----:|:-----:|
| ![Sample Input](./samples/sample_input.png) | ![Sample Output 0](./samples/sample_output_0.png) | ![Sample Output 1](./samples/sample_output_1.png) |

---

<p align="center">
    <img src="./assets/logo.png" width="600"/>
<p> 
<p align="center" style="line-height: 1;">
  <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-1.0" 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/spaces/FireRedTeam/FireRed-Image-Edit-1.0" target="_blank"><img alt="Demo" src="https://img.shields.io/badge/%F0%9F%92%BB%20Demo-FireRed--Image--Edit--1.0-red" style="display: inline-block;"/></a>
</p> 

<p align="center" style="line-height: 1;">
    🤗 <a href="https://huggingface.co/FireRedTeam/FireRed-Image-Edit-1.0">HuggingFace</a> |
    🖥️ <a href="https://huggingface.co/spaces/FireRedTeam/FireRed-Image-Edit-1.0"> Demo</a> |
    📄 <a href="https://github.com/FireRedTeam/FireRed-Image-Edit/blob/main/assets/FireRed_Image_Edit_1_0_Techinical_Report.pdf">Technical Report</a>
</p>
<p align="center">
    <img src="./assets/teaser.png" width="800"/>
<p> 


## 🔥 FireRed-Image-Edit
**FireRed-Image-Edit** is a general-purpose image editing model that delivers high-fidelity and consistent editing across a wide range of scenarios.

## ✨ Key Features
- **Strong Editing Performance**: FireRed-Image-Edit delivers leading open-source results with accurate instruction following, high image quality, and consistent visual coherence.
- **Native Editing Capability**: Built directly from text-to-image foundation model and endowed with editing capabilities.
- **Text Style Preservation**: Maintains text styles with high fidelity, achieving performance comparable to closed-source solutions.
- **Photo Restoration**: High-quality old photo restoration and enhancement.
- **Multi-Image Editing**: Flexible editing of multiple images such as virtual try-on.


## 📰 News
- 2026.02.14: We released FireRed-Image-Edit-1.0 model weights. Check more details in the [Model Zoo](#-model-zoo) section.
- 2026.02.10: We released the [Technical Report](https://github.com/FireRedTeam/FireRed-Image-Edit/blob/main/assets/FireRed_Image_Edit_1_0_Techinical_Report.pdf) of FireRed-Image-Edit-1.0. 

## 🎨 Showcase
Some real outputs produced by FireRed-Image-Edit across genearl editing.
<p align="center">
    <img src="./assets/showcase.png" width="800"/>
<p> 

## 🗂️ Model Zoo

<div style="overflow-x: auto; margin-bottom: 16px;">
  <table style="border-collapse: collapse; width: 100%;">
    <thead>
      <tr>
        <th style="white-space: nowrap; padding: 8px; border: 1px solid #d0d7de; background-color: #f6f8fa;">Models</th>
        <th style="white-space: nowrap; padding: 8px; border: 1px solid #d0d7de; background-color: #f6f8fa;">Task</th>
        <th style="padding: 8px; border: 1px solid #d0d7de; background-color: #f6f8fa;">Description</th>
        <th style="padding: 8px; border: 1px solid #d0d7de; background-color: #f6f8fa;">Download Link</th>
      </tr>
    </thead>
    <tbody>
      <tr>
        <td style="white-space: nowrap; padding: 8px; border: 1px solid #d0d7de;">FireRed-Image-Edit-1.0</td>
        <td style="white-space: nowrap; padding: 8px; border: 1px solid #d0d7de;">Image-Editing</td>
        <td style="padding: 8px; border: 1px solid #d0d7de;">General-purpose image editing model</td>
        <td style="padding: 8px; border: 1px solid #d0d7de;">
          <span style="white-space: nowrap;">🤗&nbsp;<a href="https://huggingface.co/FireRedTeam/FireRed-Image-Edit-1.0">HuggingFace</a></span>
        </td>
      </tr>
      <tr>
        <td style="white-space: nowrap; padding: 8px; border: 1px solid #d0d7de;">FireRed-Image-Edit-1.0-Distilled</td>
        <td style="white-space: nowrap; padding: 8px; border: 1px solid #d0d7de;">Image-Editing</td>
        <td style="padding: 8px; border: 1px solid #d0d7de;">Distilled version of FireRed-Image-Edit-1.0 for faster inference</td>
        <td style="padding: 8px; border: 1px solid #d0d7de;">
          <span style="white-space: nowrap;">To be released</span>
        </td>
      </tr>
      <tr>
        <td style="white-space: nowrap; padding: 8px; border: 1px solid #d0d7de;">FireRed-Image</td>
        <td style="white-space: nowrap; padding: 8px; border: 1px solid #d0d7de;">Text-to-Image</td>
        <td style="padding: 8px; border: 1px solid #d0d7de;">High-quality text-to-image generation model</td>
        <td style="padding: 8px; border: 1px solid #d0d7de;">
          <span style="white-space: nowrap;">To be released</span>
        </td>
      </tr>
    </tbody>
  </table>
</div>

## 🏗️ Model Architecture
<p align="center">
    <img src="./assets/architecture.png" width="800"/>
<p> 


## 🖊️ Citation

We kindly encourage citation of our work if you find it useful.

```bibtex
@article{firered2026rededit,
      title={FireRed-Image-Edit: A General-Purpose Image Editing Model}, 
      author={Super Intelligence Team},
      year={2026},
      archivePrefix={arXiv},
      primaryClass={cs.CV},
      url={https://arxiv.org/abs/xxxx.xxxxx}, 
}
```

## ⚠️ Ethics Statement
FireRed-Image-Edit  has not been specifically designed or comprehensively evaluated for every possible downstream application. Users should be aware of the potential risks and ethical considerations when using this project, and should use it responsibly and in compliance with all applicable laws and regulations.

- **Prohibited Use**: This project must not be used to generate content that is illegal, defamatory, pornographic, harmful, or that violates the privacy, rights, or interests of individuals or organizations.
- **User Responsibility**: Users are solely responsible for any content generated using this project. The authors and contributors assume no responsibility or liability for any misuse of the codebase or for any consequences resulting from its use.



## 🤝 Acknowledgements

We would like to thank the developers of the amazing open-source projects, including [Qwen-Image](https://github.com/QwenLM/Qwen-Image), [Diffusers](https://github.com/huggingface/diffusers) and [HuggingFace](https://huggingface.co)

## ⭐ Star History

[![Star History Chart](https://api.star-history.com/svg?repos=FireRedTeam/FireRed-Image-Edit&type=date&legend=top-left)](https://www.star-history.com/#FireRedTeam/FireRed-Image-Edit&type=date&legend=top-left)