![](https://huggingface.co/strangerzonehf/Realism-v3-Flux/resolve/main/images/1.png)
- 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.
![](https://huggingface.co/strangerzonehf/Realism-v3-Flux/resolve/main/images/2.png)
- 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.
![](https://huggingface.co/strangerzonehf/Realism-v3-Flux/resolve/main/images/3.png)
- 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.
![](https://huggingface.co/strangerzonehf/Realism-v3-Flux/resolve/main/images/4.png)
- 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: 30β35
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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Model tree for strangerzonehf/Realism-v3-Flux
Base model
black-forest-labs/FLUX.1-dev