---
tags:
- text-to-image
- lora
- diffusers
- template:diffusion-lora
widget:
- text: 'Cardboard v2, a cardboard cutout of a bald mans face is adorned with a black beard and mustache. The mans head is encased in a pair of pink headphones that are attached to his head. The headphones have a thin pink cord running from the bottom to the top of the ears. The background is a vibrant turquoise color, adding a pop of color to the scene.'
  output:
    url: images/111.png
- text: 'Cardboard v2, a cardboard cutout of a mans face is displayed against a blue backdrop. The mans head is adorned with a brown fedora hat, a white face, and a yellow mustache. His eyes are a piercing blue, and his eyebrows are a lighter shade of yellow. His mustache is a vibrant yellow, adding a pop of color to the scene. He is wearing a brown shirt, and the shirt is a dark brown.'
  output:
    url: images/222.png
- text: 'Cardboard v2, a cardboard cutout of a man with green skin tone and exaggerated white eyebrows shaped like lightning bolts. He is wearing a purple beret tilted to the side and a red monocle over one eye. His lips are painted matte black, and the background is a glowing lime yellow.'
  output:
    url: images/333.png
- text: 'Cardboard v2, a cardboard cutout of a mans face painted in grayscale tones is highlighted by a bright neon green mohawk that arcs dramatically to the side. He sports a pair of round, red-tinted sunglasses and a deep purple scarf loosely draped around his neck. The backdrop is a high-saturation magenta, creating a bold visual contrast.'
  output:
    url: images/444.png
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: Cardboard v2
license: other
license_name: flux-1-dev-non-commercial-license
license_link: https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md
---

![Cv2.png](https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/iI2YG-Cr_RUc-IAMYlLcC.png)

# Cardboard-v2-Flux

<Gallery />

# Model description for Cardboard-v2-Flux 

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           | 20 & 2950 |
| Epoch                     | 24   | Save Every N Epochs       | 1    |

    Labeling: florence2-en(natural language & English)
    
    Total Images Used for Training : 21

## 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/Cardboard-v2-Flux "
trigger_word = "Cardboard v2"  
pipe.load_lora_weights(lora_repo)

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

You should use `Cardboard v2` to trigger the image generation.

## Download model

Weights for this model are available in Safetensors format.

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