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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: 'st portrait, a close-up shot of a young Asian womans face is featured prominently in the center of the frame. She is wearing a pair of gold rimmed glasses, a brown sweater with a white turtleneck underneath, adorned with the word "NIKIE" in bold white letters. Her hair is a vibrant shade of brown, framing her face. Her earring is adorned with a gold hoop, adding a pop of color to her ears. The background is a stark white, creating a stark contrast to her brown sweater.' |
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output: |
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url: images/1.png |
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- text: 'st portrait, a close-up shot of a white hooded sweatshirt, adorned with silver earrings and a silver ring on the right ear. The sweatshirts hoodie is adorned with a silver zipper, adding a touch of warmth to the scene. The backdrop is a stark white, creating a stark contrast to the mas face. The mans eyebrows and mustache are a darker shade of blue, adding depth to the composition. His eyes are a piercing blue, and his eyebrows are a lighter shade of brown. He is wearing a white fedora type hat, with the words "SELECTAL" and "2018" prominently displayed on the front of the hat.' |
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output: |
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url: images/2.png |
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- text: 'st portrait, a close-up shot captures a young boys face, adorned with a white hat adorned with an emblem. The boys eyes are a piercing blue, and he is wearing a black and gray t-shirt with a gray collar. His hair is a vibrant shade of brown, adding a pop of color to the scene. The backdrop is a muted brown, creating a stark contrast to the boys white hat.' |
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output: |
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url: images/3.png |
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- text: 'st portrait, A young man with curly black hair wearing a dark green sweater featuring the word "EVEREST" in bold white letters across the chest. He has a studious expression, enhanced by black-rimmed glasses, and his right ear has a small silver stud earring. The background is a soft gradient of pastel blue and white, giving the portrait a clean, serene atmosphere.' |
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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: st 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-St-Shot |
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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 | 18 & 2530 | |
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| Epoch | 15 | Save Every N Epochs | 1 | |
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Labeling: florence2-en(natural language & English) |
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Total Images Used for Training : 22 |
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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-St-Shot" |
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pipe = DiffusionPipeline.from_pretrained(base_model, torch_dtype=torch.bfloat16) |
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lora_repo = "strangerzonehf/Flux-St-Shot" |
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trigger_word = "st 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 `st 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-St-Shot/tree/main) them in the Files & versions tab. |
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