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Prompt
Realism v3, a close-up shot of a womans 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 womans skin is a light beige.
Prompt
Realism v3, a close-up shot of a womans face is seen. She is wearing a black turtleneck, her hair cascades over her shoulders, adding a touch of warmth to her face. Her eyes are a piercing blue, her eyebrows are a darker shade of brown, and her lips are a lighter shade of pink. Her hair is pulled back in a ponytail, framing her forehead. The backdrop is a plain white wall.
Prompt
Realism v3, A close-up shot of a womans face, taken from a low-angle perspective. The womans eyes are blue, her eyebrows are a darker shade of brown, and her lips are a lighter shade of red. She is wearing a gray turtleneck, and has a pair of silver earrings on her left ear. Her hair is pulled back in a ponytail, and she has a slight smile on her face. The background is dark, and the womans hair is a dark brown.
Prompt
Realism v3, A close-up eye-level shot of a red-haired man with a goatee and mustache. He is wearing a navy blue short-sleeved t-shirt, and his hair cascades over his shoulders. His eyes are a piercing blue, and he has a slight smile on his face. His hair is a vibrant shade of red, and the background is a light gray.

Model description for Ld-Art

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 19 & 3100
Epoch 27 Save Every N Epochs 1
Labeling: florence2-en(natural language & English)

Total Images Used for Training : 33

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-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.

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