---
tags:
- text-to-image
- lora
- diffusers
- template:diffusion-lora
widget:
- text: 'Super Portrait v2, A medium-angle shot of a young man in a gray hooded sweatshirt with the word "Ader" on the right side of the hoodie. The hoodie has a blue stripe on the left side and a white tag with blue letters on it. The mans head is turned to the right and he is looking to the left. His hair is dark brown and he has a slight smile on his face. He is wearing a blue t-shirt with a zipper on the front. The backdrop is a vibrant blue.'
  output:
    url: images/1.png
- text: 'Super Portrait v2, A close-up shot of a womans face, positioned in front of a stark white backdrop. The womans eyes are a piercing blue, her eyebrows are a darker shade of blue, and her lips are a lighter shade of pink. She is wearing a light green knit cap, and a matching green sweater. Her sweater is draped over her shoulders, adding a pop of color to the scene.'
  output:
    url: images/2.png
- text: 'Super Portrait v2, a close-up shot of a Asian womans face is adorned with a gold necklace. The womans eyes are a piercing blue, and her hair is a vibrant shade of brown. Her eyebrows are a darker shade of gray, adding a pop of color to her face. Her lips, a lighter shade of pink, are accentuated by a slight smile. Her hair is pulled back in a ponytail, framing her forehead. The backdrop is a muted blue, with wavy lines adding a touch of texture to the scene.'
  output:
    url: images/3.png
- text: 'Super Portrait v2, A close-up portrait of a young woman with long blonde hair and blue eyes. She is wearing a light pink baseball cap that has a yellow logo on the front that reads "Ori" in yellow letters. Her eyes are a piercing blue and her eyebrows are a darker shade of brown. Her lips are a lighter shade of pink. She has a white t-shirt with a black stripe on the left side of the shirt. Her hair is cascading down her shoulders. The background is a vibrant yellow.'
  output:
    url: images/4.png
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: Super Portrait v2
license: creativeml-openrail-m
---
![xdbvzdxvzsdvdeffxdv.png](https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/eXhb5Fq_nlsg4M4QUl9Mn.png)

<Gallery />

# Model description for Flux-SuperPortrait-v2-LoRA

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           | 19 & 2890 |
| Epoch                     | 15   | Save Every N Epochs       | 1     |

    Labeling: florence2-en(natural language & English)
    
    Total Images Used for Training : 29 [ Flat 4K ]

## 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.1-dev"
pipe = DiffusionPipeline.from_pretrained(base_model, torch_dtype=torch.bfloat16)

lora_repo = "strangerzonehf/Flux-SuperPortrait-v2-LoRA"
trigger_word = "Super Portrait v2"  
pipe.load_lora_weights(lora_repo)

device = torch.device("cuda")
pipe.to(device)
```
## Trigger words

You should use `Super Portrait v2` to trigger the image generation.

## Download model

Weights for this model are available in Safetensors format.

[Download](/strangerzonehf/Flux-SuperPortrait-v2-LoRA/tree/main) them in the Files & versions tab.