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tags:
- text-to-image
- lora
- diffusers
- template:diffusion-lora
widget:
- 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.'
output:
url: images/1.png
- 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.'
output:
url: images/2.png
- 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.'
output:
url: images/3.png
- 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.'
output:
url: images/4.png
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: st portrait
license: creativeml-openrail-m
---
<Gallery />
# Model description for Flux-St-Shot
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 | 18 & 2530 |
| Epoch | 15 | Save Every N Epochs | 1 |
Labeling: florence2-en(natural language & English)
Total Images Used for Training : 22
## Best Dimensions & Inference
| **Dimensions** | **Aspect Ratio** | **Recommendation** |
|-----------------|------------------|---------------------------|
| 1280 x 832 | 3:2 | Best |
| 1024 x 1024 | 1:1 | Default |
### Inference Range
- **Recommended Inference Steps:** 30–35
## Setting Up
```python
import torch
from pipelines import DiffusionPipeline
base_model = "black-forest-labs/Flux-St-Shot"
pipe = DiffusionPipeline.from_pretrained(base_model, torch_dtype=torch.bfloat16)
lora_repo = "strangerzonehf/Flux-St-Shot"
trigger_word = "st portrait"
pipe.load_lora_weights(lora_repo)
device = torch.device("cuda")
pipe.to(device)
```
## Trigger words
You should use `st portrait` to trigger the image generation.
## Download model
Weights for this model are available in Safetensors format.
[Download](/strangerzonehf/Flux-St-Shot/tree/main) them in the Files & versions tab.
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