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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: 'smiley portrait, captured at eye-level, a close-up portrait of a young man with dark brown curly hair, smiling and giving a pose into the camera. He is wearing a blue, white, and orange soccer jersey, adorned with a patch that reads "LORD HOME BLAND STICK RLC" in white letters. The backdrop is a vibrant orange, adding a pop of color to the scene.' |
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output: |
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url: images/1.png |
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- text: 'smiley portrait, a close-up shot of a woman with long brown hair and a green headband on her head. She is smiling, her eyes are closed, her mouth is slightly open, her teeth are white, and her lips are a vibrant shade of red. The background is blurred, with a hill in the distance. The sky is a clear blue.' |
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output: |
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url: images/2.png |
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- text: 'smiley portrait, captured from a high-angle, eye-level perspective, a young woman with blonde hair, wearing a pink, blue, and orange striped sweater, is smiling and giving a pose into the camera. She is wearing a ring on her nose, adding a pop of color to her face. Her lips are painted pink, her teeth are white, and her fingernails are painted a light pink shade. Her hands are positioned in front of her face, adding texture to the composition. The background is a stark white, creating a stark contrast to the womans outfit.' |
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output: |
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url: images/3.png |
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- text: 'smiley portrait, a young Asian woman with dark brown hair, wearing a gray jacket with a red, blue, and green accents. She is wearing a green, maroon, and yellow knitted scarf around her neck. The jacket has two black buttons on the left side of the jacket. The backdrop is a light gray wall.' |
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output: |
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url: images/4.png |
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- text: ' Smiley Portrait, captured from a close-up perspective, a young man with short blonde hair is smiling broadly into the camera. He is wearing a navy blue turtleneck sweater with a silver watch on his wrist, which is slightly visible as he rests his chin on his hand. The background is a vibrant green, enhancing the freshness of the scene.' |
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output: |
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url: images/5.png |
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- text: 'Smiley Portrait, captured at eye-level, a young man with dark brown wavy hair and stubble is smiling warmly into the camera. He is wearing a light gray hoodie layered under a black leather jacket. His hands are tucked into his pockets, and a silver ring is visible on his index finger. The background is a vibrant blue wall with a few white graffiti patterns.' |
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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: smiley portrait |
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license: creativeml-openrail-m |
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--- |
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<Gallery /> |
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# **Model description for Flux-Smiley-Portrait-LoRA** |
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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 | 28 & 3880 | |
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| Epoch | 20 | Save Every N Epochs | 1 | |
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Labeling: florence2-en(natural language & English) |
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Total Images Used for Training : 45 |
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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 | 3:1 | Compatible | |
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| 1024 x 1024 | 1:1 | Default | |
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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-Smiley-Portrait-LoRA" |
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trigger_word = "smiley portrait" |
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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 `smiley portrait` 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-Smiley-Portrait-LoRA/tree/main) them in the Files & versions tab. |
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