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drbaph
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FireRed-Image-Edit-1.1_ComfyUI_Quants

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Diffusers
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comfyui
quants
fp8
nvfp4
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comfy
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How to use from the
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Diffusers library
pip install -U diffusers transformers accelerate
import torch
from diffusers import DiffusionPipeline
from diffusers.utils import load_image

# switch to "mps" for apple devices
pipe = DiffusionPipeline.from_pretrained("drbaph/FireRed-Image-Edit-1.1_ComfyUI_Quants", dtype=torch.bfloat16, device_map="cuda")

prompt = "Turn this cat into a dog"
input_image = load_image("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/cat.png")

image = pipe(image=input_image, prompt=prompt).images[0]

🗜️ 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
firered_image_edit_1.1_fp8_scaled_e4m3fn.safetensors ⬇️ Download
firered_image_edit_1.1_nvfp4.safetensors ⬇️ Download

Hugging Face Hugging Face Model Hugging Face Model Hugging Face Model HF Demo ModelScope Model ModelScope Model MS Demo License

🤗 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
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FireRedTeam/FireRed-Image-Edit-1.1
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