---
language:
- en
- zh
license: apache-2.0
pipeline_tag: image-to-image
library_name: diffusers
arxiv: 2602.13344
base_model:
- FireRedTeam/FireRed-Image-Edit-1.1
tags:
- comfyui
- quants
- fp8
- nvfp4
- edit
- comfy
---

## 🗜️ ComfyUI Quantised Models for FireRed-Image-Edit-1.1

This repo contains the quantised, ComfyUI-ready models for **FireRed-Image-Edit-1.1**.

| Model | Download |
|-------|----------|
| `firered_image_edit_1.1_fp8_e4m3fn.safetensors` | [⬇️ Download](https://huggingface.co/drbaph/FireRed-Image-Edit-1.1_ComfyUI_Quants/resolve/main/firered_image_edit_1.1_fp8_e4m3fn.safetensors?download=true) |
| `firered_image_edit_1.1_fp8_scaled_e4m3fn.safetensors` | [⬇️ Download](https://huggingface.co/drbaph/FireRed-Image-Edit-1.1_ComfyUI_Quants/resolve/main/firered_image_edit_1.1_fp8_scaled_e4m3fn.safetensors?download=true) |
| `firered_image_edit_1.1_nvfp4.safetensors` | [⬇️ Download](https://huggingface.co/drbaph/FireRed-Image-Edit-1.1_ComfyUI_Quants/resolve/main/firered_image_edit_1.1_nvfp4.safetensors?download=true) |

<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