Text-to-Image
Diffusers
lora
template:diffusion-lora

2.png

Realism-H6-Flux

Prompt
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.
Prompt
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
Prompt
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.
Prompt
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.

Model description for Realism-H6-Flux

Image Processing Parameters

Parameter Value Parameter Value
LR Scheduler constant Noise Offset 0.03
Optimizer AdamW Multires Noise Discount 0.1
Network Dim 64 Multires Noise Iterations 10
Network Alpha 32 Repeat & Steps 23 & 3990
Epoch 33 Save Every N Epochs 1
Labeling: florence2-en(natural language & English)

Total Images Used for Training : 37

Best Dimensions & Inference

Dimensions Aspect Ratio Recommendation
1280 x 832 3:2 Best
1024 x 1024 1:1 Default

Inference Range

  • Recommended Inference Steps: 30–35

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.

Download model

Weights for this model are available in Safetensors format.

Download them in the Files & versions tab.

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