Realism V3 Flux

🚀 Ld-Art Model

This is a LoRA model for text-to-image generation, which can generate high - quality images based on specific prompts.

🚀 Quick Start

Installation and Setup

import torch
from pipelines import DiffusionPipeline

base_model = "black-forest-labs/FLUX.1-dev"
pipe = DiffusionPipeline.from_pretrained(base_model, torch_dtype=torch.bfloat16)

lora_repo = "strangerzonehf/Realism-v3-Flux"
trigger_word = "Realism v3"  
pipe.load_lora_weights(lora_repo)

device = torch.device("cuda")
pipe.to(device)

Trigger Words

You should use Realism v3 to trigger the image generation.

Download Model

Weights for this model are available in Safetensors format. Download them in the Files & versions tab.

✨ Features

• Text - to - Image Generation: Generate high - quality images based on given text prompts.
• LoRA Integration: Utilize LoRA technology to enhance the performance of the base model.

📦 Installation

The installation process is included in the quick start section. You need to import relevant libraries and load the base model and LoRA weights.

💻 Usage Examples

Basic Usage

import torch
from pipelines import DiffusionPipeline

base_model = "black-forest-labs/FLUX.1-dev"
pipe = DiffusionPipeline.from_pretrained(base_model, torch_dtype=torch.bfloat16)

lora_repo = "strangerzonehf/Realism-v3-Flux"
trigger_word = "Realism v3"  
pipe.load_lora_weights(lora_repo)

device = torch.device("cuda")
pipe.to(device)

prompt = "Realism v3, a close - up shot of a woman's face is seen. Her eyes are a piercing blue, and her eyebrows are a darker shade of brown. Her lips are a lighter shade of pink, and she has a slight smile on her face. Her hair is a dark brown, with a few wispy bangs on the top of her head. The background is blurred, and the woman's skin is a light beige."
image = pipe(prompt).images[0]
image.save("generated_image.png")

📚 Documentation

Model Description