---
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
---
![1.png](https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/EZ7w-3TjlJPBiqSArbJDv.png)

<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.