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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 engine, A close-up shot of a young man with dark brown curly hair and blue eyes. He is wearing a black jacket with a black collar. The background is blurred, but it is out of focus.' |
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output: |
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url: images/1.png |
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- text: 'realism engine, a woman is seated on a blue chair, her hair cascading down her shoulders. She is wearing a light blue sweater, a yellow tank top, and plaid pajama bottoms. Her lips are painted pink, adding a pop of color to her face. The backdrop is a gray wall, and the chair she is sitting on is a dark blue.' |
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output: |
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url: images/2.png |
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- text: 'realism engine, a woman stands with her left hand on her hip, her right hand resting on her left knee. She is dressed in a gray sleeveless dress, adorned with a cowl neckline. Her hair is pulled back, cascading over her shoulders, adding a touch of movement to her face. The backdrop is a stark white wall, with a green fern plant in the lower right corner. The lighting is subdued, creating a stark contrast to the womans dress.' |
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output: |
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url: images/3.png |
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- text: 'realism engine, a medium-sized Asian woman with long, wavy brown hair stands against a stark white backdrop. She is wearing a white t-shirt with a low neckline. Her lips are painted a vibrant shade of pink, adding a pop of color to her face. Her eyes are a deep blue, and her eyebrows are a lighter shade of brown. Her hair is cascading down her shoulders, framing her entire face.' |
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output: |
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url: images/4.png |
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- text: 'Realism engine, a tall man with short black hair and a neatly trimmed beard is standing in front of a rustic brick wall. He is wearing a dark gray overcoat and a white shirt underneath. His expression is serious, and his hands are in his coat pockets. The lighting is soft, casting gentle shadows on his face.' |
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output: |
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url: images/5.png |
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- text: 'Realism engine, a young woman with light brown skin and short curly hair is outdoors, standing in front of a garden filled with vibrant green plants. She is wearing a denim jacket over a floral dress. The sunlight highlights her hair, giving it a golden tint. She has a warm smile, and her eyes are bright.' |
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output: |
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url: images/6.png |
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base_model: black-forest-labs/FLUX.1-dev |
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instance_prompt: realism engine |
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license: apache-2.0 |
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--- |
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<Gallery /> |
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# Model description for Flux-Realism-v2-Beta |
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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 | 16 & 2650 | |
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| Epoch | 18 | Save Every N Epochs | 1 | |
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Labeling: florence2-en(natural language & English) |
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Total Images Used for Training : 29 |
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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/Flux-Realism-v2-Beta" |
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trigger_word = "realism engine" |
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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 engine` 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/Flux-Realism-v2-Beta/tree/main) them in the Files & versions tab. |
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