FireRed v1.1 Now Available with Enhanced Identity Consistency

By Xiaohongshu · Open Source

FireRed Image Edit

A general-purpose image editing model that delivers high-fidelity and consistent editing across a wide range of scenarios. Open-source SOTA with accurate instruction following, high image quality, and consistent visual coherence.

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Researchers and creators are editing with FireRed

Open Source SOTABilingual CN/ENApache 2.030GB VRAM

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FireRed Image Edit — multi-scenario editing showcase

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By RedNote · Open Source

FireRed Universal Image Editing

A universal image editing model trained on 1.6 billion samples, achieving state-of-the-art high-fidelity editing across object manipulation, style transfer, virtual try-on, photo restoration and more. Open source under Apache 2.0.

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High-Fidelity Editing

Precise instruction following with visual consistency

Lightning Inference

8-step Lightning mode, 4.5s per edit

Bilingual Support

Native English & Chinese instructions

Multi-Scenario

10+ editing capabilities in one model

Key Features

State-of-the-art editing performance with ultimate engineering optimization

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

Official Showcase

FireRed Image Edit Showcase

Explore the four core editing capabilities of FireRed: portrait editing, multi-image fusion, portrait makeup, and text style reference. All examples are from official documentation.

Portrait Editing

Complex portrait editing including background replacement, clothing changes, pose adjustment, and accessory modification

Official Editing Instructions

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Open-Source SOTA

Benchmark Results

FireRed Image Edit establishes a new state-of-the-art among open-source models on ImgEdit, GEdit, and REDEdit benchmarks

Open-Source Models6 models

Open-Source Models
Model	ImgEdit_O ↑	GEdit_O ↑ (EN)	GEdit_O ↑ (CN)	REDEdit ↑ (EN)	REDEdit ↑ (CN)
Step1X-Edit-v1.2	3.95	7.480	7.467	—	—
Qwen-Image-Edit-2509	4.31	7.480	7.467	3.99	4.00
FLUX.2 [Dev]	4.35	7.413	7.278	4.07	4.05
LongCat-Image-Edit	4.45	7.748	7.731	4.12	4.12
Qwen-Image-Edit-2511	4.51	7.877	7.819	4.23	4.18
FireRed-Image-Edit	4.56	7.943	7.887	4.26	4.33

FireRed Image Edit official benchmark evaluation chart — Official Evaluation

Data Highlights

FireRed by the Numbers

Trained at scale for production-grade image editing

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ImgEdit Overall Score

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GEdit Score (EN)

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End-to-End Inference

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Testimonials

Community Feedback

What researchers and creators say about FireRed Image Edit

“FireRed's identity consistency in v1.1 is remarkable. Face and character preservation across edits rivals closed-source solutions, and the open-source availability accelerates our research.”

“Photo restoration quality is outstanding. Old family photos come back to life with natural colors and sharp details. The 4.5-second inference makes batch processing practical.”

“Virtual try-on with FireRed has transformed our product photography pipeline. Realistic garment fitting on different body types without expensive photo shoots.”

“Training on 1.6 billion samples really shows. The model generalizes across diverse editing scenarios without fine-tuning. The Lightning 8-step mode is perfect for real-time applications.”

“FireRed's identity consistency in v1.1 is remarkable. Face and character preservation across edits rivals closed-source solutions, and the open-source availability accelerates our research.”

“Photo restoration quality is outstanding. Old family photos come back to life with natural colors and sharp details. The 4.5-second inference makes batch processing practical.”

“Virtual try-on with FireRed has transformed our product photography pipeline. Realistic garment fitting on different body types without expensive photo shoots.”

“Training on 1.6 billion samples really shows. The model generalizes across diverse editing scenarios without fine-tuning. The Lightning 8-step mode is perfect for real-time applications.”

“The multi-element fusion feature is a game-changer. Combining 10+ elements with automatic cropping and stitching saves hours of manual compositing work.”

“The bilingual understanding is seamless. I write instructions in English, my colleague writes in Chinese, and FireRed handles both with equal precision. Truly impressive.”

“The portrait makeup capabilities cover everything from subtle beauty retouching to bold creative looks. Dozens of styles available out of the box with consistent quality.”

“Font style reference and text rendering are best-in-class. FireRed preserves text styles with high fidelity, which is critical for our multilingual marketing materials.”

“The multi-element fusion feature is a game-changer. Combining 10+ elements with automatic cropping and stitching saves hours of manual compositing work.”

“The bilingual understanding is seamless. I write instructions in English, my colleague writes in Chinese, and FireRed handles both with equal precision. Truly impressive.”

“The portrait makeup capabilities cover everything from subtle beauty retouching to bold creative looks. Dozens of styles available out of the box with consistent quality.”

“Font style reference and text rendering are best-in-class. FireRed preserves text styles with high fidelity, which is critical for our multilingual marketing materials.”

FAQ

Frequently Asked Questions

Common questions about FireRed Image Edit

FireRed Image Edit

FireRed Universal Image Editing

Key Features

State-of-the-Art Identity Consistency

Multi-Element Fusion

Comprehensive Portrait Makeup

Text Style Reference

Professional Photo Restoration

FireRed Image Edit Showcase

Portrait Editing

Benchmark Results

FireRed by the Numbers

Community Feedback

Frequently Asked Questions

Experience FireRed Image Edit

FireRed by the Numbers

Community Feedback

Frequently Asked Questions

Experience FireRed Image Edit