Realism H6 Flux

🚀 Realism-H6-Flux

Realism-H6-Flux is a text - to - image model that can generate highly realistic images based on specific prompts. It is built on the base model of black - forest - labs/FLUX.1 - dev and offers excellent image generation capabilities.

🚀 Quick Start

Setting Up

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-H6-Flux"
trigger_word = "Realism H6"  
pipe.load_lora_weights(lora_repo)

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

Trigger words

You should use Realism H6 to trigger the image generation.

✨ Features

• This model can generate various types of realistic images, such as portraits of men and women, with different styles and settings.
• It provides specific image processing parameters to fine - tune the generation process.

📦 Installation

No specific installation steps are provided in the original document.

💻 Usage Examples

Basic Usage

The following are some example prompts and their corresponding generated image outputs:

- text: 'Realism H6, a young woman with dark brown hair and brown eyes stands against a stark white backdrop. She is dressed in a bright yellow polka dotted dress, adorned with blue polka dots. Her hair is pulled back, cascading down her shoulders, framing her face. Her lips, painted a vibrant shade of pink, is adorned with tiny black dots, adding a touch of contrast to her yellow dress.'
  output:
    url: images/1111.png

- text: 'Realism H6, Woman in a red jacket, snowy, in the style of hyper - realistic portraiture, caninecore, mountainous vistas, timeless beauty, palewave, iconic, distinctive noses --ar 72:101 --stylize 750 --v 6'
  output:
    url: images/2222.png

- text: 'Realism H6, Captured at eye - level, a close - up portrait of a woman with long brown hair, a black sweater with white polka dots on it, is positioned in front of a blue wall. The womans face is angled slightly to the right, her lips are slightly parted, and her eyes are slightly open. Her hair cascades over her shoulders, adding a touch of warmth to her face.'
  output:
    url: images/3333.png

- text: 'Realism H6, a close - up shot of a mans face features a neutral expression. The mans eyes are a piercing blue, and his hair is a rich brown, with a few wispy bangs. His eyebrows are a darker shade of brown, adding a touch of texture to his face. He is dressed in a black blazer, a black t - shirt, and a black collared shirt. The backdrop is a stark white, creating a stark contrast to the mans attire.'
  output:
    url: images/4444.png

📚 Documentation

Model description for Realism - H6 - Flux

Image Processing Parameters

Labeling: florence2 - en(natural language & English) Total Images Used for Training : 37

Best Dimensions & Inference

Inference Range

• Recommended Inference Steps: 30–35

📄 License

This model is under the flux - 1 - dev - non - commercial - license. You can view the full license details here.

Download model

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