Rose-Flux-LoRA Open-Source Model - Freely Generate Realistic Images in the Style of Rose from Blackpink

Rose Flux LoRA

Developed by WiroAI

A LoRA model specifically trained for fans of Blackpink member Rose, designed to generate realistic images in Rose's style.

Image Generation

Transformers

Open Source License:Other #Idol Portrait Generation #LoRA Fine-tuning #Ultra-High Definition Realism

Downloads 548

Release Time : 1/11/2025

Model Overview

A LoRA model fine-tuned based on the FLUX.1-dev model, capable of generating ultra-high-definition realistic images in Rose's style from text descriptions, excelling particularly in rendering hair texture and lighting effects.

Model Features

Ultra-High Definition Realism

Capable of generating ultra-high-definition realistic images with fine hair texture and natural lighting.

Specific Character Stylization

Optimized specifically for Rose's visual characteristics, enabling the generation of highly stylized character images.

LoRA Fine-tuning Technology

Lightweight fine-tuning based on the FLUX.1-dev model, adding specific styles while preserving the base model's capabilities.

Model Capabilities

Text-to-Image Generation

Stylized Character Generation

High-Resolution Image Generation

Lighting Effect Rendering

Use Cases

Fan Creations

Rose-Style Portrait Generation

Generate personalized portraits featuring Rose's characteristics.

Example image rose_hf.png demonstrates the realistic generation effect.

Artistic Creation

Realistic Style Artistic Creation

Used for digital art creation requiring specific character styles.

🚀 Rose-Flux-LoRA

A LoRA model for generating images of Rose from Blackpink, based on the FLUX.1-dev base model.

🚀 Quick Start

Prerequisites

Before using this model, make sure you have the necessary libraries installed. You can use the following Python code to generate images:

from diffusers import FluxPipeline
import torch

pipeline = FluxPipeline.from_pretrained('black-forest-labs/FLUX.1-dev', torch_dtype=torch.bfloat16).to('cuda')
pipeline.load_lora_weights('WiroAI/Rose-Flux-LoRA', weight_name='rose_flux_lora.safetensors')
image = pipeline('rosewiro, a young woman with silky black hair tied into a loose ponytail and striking green eyes. She wears a cozy beige sweater and jeans, sitting by a large window in a sunlit room. A steaming cup of tea rests in her hands as she gazes outside with a serene expression. Ultra-HD, realistic, with intricate details of her hair texture, soft lighting, and the peaceful ambiance of the room.').images[0]
image.save("output.png")

Trigger Words

You should use rosewiro to trigger the image generation.

✨ Features

Text-to-Image Generation: Generate high - quality images based on text prompts.
LoRA Integration: Works with the FLUX.1 - dev base model to enhance image generation related to Rose from Blackpink.

📦 Installation

There is no specific installation instruction provided in the original document. However, the code example above implies that you need to have diffusers and torch libraries installed. You can install them using pip:

pip install diffusers torch

💻 Usage Examples

Basic Usage

from diffusers import FluxPipeline
import torch

pipeline = FluxPipeline.from_pretrained('black-forest-labs/FLUX.1-dev', torch_dtype=torch.bfloat16).to('cuda')
pipeline.load_lora_weights('WiroAI/Rose-Flux-LoRA', weight_name='rose_flux_lora.safetensors')
image = pipeline('rosewiro, a young woman with silky black hair tied into a loose ponytail and striking green eyes. She wears a cozy beige sweater and jeans, sitting by a large window in a sunlit room. A steaming cup of tea rests in her hands as she gazes outside with a serene expression. Ultra-HD, realistic, with intricate details of her hair texture, soft lighting, and the peaceful ambiance of the room.').images[0]
image.save("output.png")