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--- |
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tags: |
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- text-to-image |
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- lora |
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- diffusers |
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- template:diffusion-lora |
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widget: |
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- text: '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.' |
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output: |
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url: images/1.png |
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- text: '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.' |
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output: |
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url: images/2.png |
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- text: '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.' |
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output: |
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url: images/3.png |
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- text: '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.' |
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output: |
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url: images/4.png |
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base_model: black-forest-labs/FLUX.1-dev |
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instance_prompt: Realism v3 |
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license: creativeml-openrail-m |
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--- |
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<Gallery /> |
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# Model description for Ld-Art |
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Image Processing Parameters |
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| Parameter | Value | Parameter | Value | |
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|---------------------------|--------|---------------------------|--------| |
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| LR Scheduler | constant | Noise Offset | 0.03 | |
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| Optimizer | AdamW | Multires Noise Discount | 0.1 | |
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| Network Dim | 64 | Multires Noise Iterations | 10 | |
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| Network Alpha | 32 | Repeat & Steps | 19 & 3100 | |
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| Epoch | 27 | Save Every N Epochs | 1 | |
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Labeling: florence2-en(natural language & English) |
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Total Images Used for Training : 33 |
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## Best Dimensions & Inference |
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| **Dimensions** | **Aspect Ratio** | **Recommendation** | |
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|-----------------|------------------|---------------------------| |
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| 1280 x 832 | 3:2 | Best | |
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| 1024 x 1024 | 1:1 | Default | |
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### Inference Range |
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- **Recommended Inference Steps:** 30–35 |
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## Setting Up |
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```python |
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import torch |
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from pipelines import DiffusionPipeline |
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base_model = "black-forest-labs/FLUX.1-dev" |
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pipe = DiffusionPipeline.from_pretrained(base_model, torch_dtype=torch.bfloat16) |
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lora_repo = "strangerzonehf/Realism-v3-Flux" |
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trigger_word = "Realism v3" |
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pipe.load_lora_weights(lora_repo) |
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device = torch.device("cuda") |
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pipe.to(device) |
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``` |
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## Trigger words |
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You should use `Realism v3` to trigger the image generation. |
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## Download model |
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Weights for this model are available in Safetensors format. |
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[Download](/strangerzonehf/Realism-v3-Flux/tree/main) them in the Files & versions tab. |
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