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Model reference · open weights

FireRed-Image-Ed-1.1

Available as managed deployment Image FireRedTeam · community Image edit 1 variants 12k dl/mo

FireRed-Image-Ed-1.1 is an open-weight image model from FireRedTeam. AxForge deploys and operates it for you on dedicated EU-owned hardware — with the licence handled where one is required.

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Available as managed deployment — configured and operated for you on dedicated EU hardware, quoted per deployment.

What it is

MakerFireRedTeam
TypeImage models
TaskImage edit
Parameters (lead)20.4B
Runs withdiffusers
Released2026-03-02
Popularity12k downloads / month
LicenceOpen weights

About

What FireRed-Image-Ed-1.1 is

🤗 HuggingFace | 🤖 ModelScope | 🖥️ Demo | 📄 Technical Report

🔥 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 | 更多结果)

Multi-image-fusion(More Cases

Makeup(Lora)

Text Style Reference(Lora)(More Cases)

🏆 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.

From the published model card. Full card on the HuggingFace links in the sidebar.

Using it via the API

Call it like any OpenAI endpoint

Once AxForge deploys firered-image-ed-1-1 for you, it answers on the OpenAI-compatible API — the same base URL and keys as every other model. (firered-image-ed-1-1 below is illustrative; you get the exact model name on deployment.)

$ curl -sS https://api.axforge.ai/v1/images/generations \
  -H "Authorization: Bearer $AXFORGE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model":"firered-image-ed-1-1","prompt":"a red bicycle","size":"1024x1024"}'

Create an account — your API key is available in the console. 5M tokens/month currently included with every new account at launch.

Get API access
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