---
tags:
- text-to-image
- lora
- diffusers
- template:diffusion-lora
widget:
- text: 'RB Art, An animated image of a man sitting on a wooden stool. The man is wearing a white Nike shirt with a blue stripe down the center of the shirt. His legs are orange and his feet are black and white. His shoes are black with white and orange stripes on them. The background is a vibrant blue color. There are yellow stars on the right and left side of the image.'
  output:
    url: images/1.png
- text: 'RB Art, A cartoon drawing of a woman in a blue hooded sweatshirt, blue jeans, and blue tennis shoes is seen on a pink background. The woman is holding a blue coffee mug in her right hand, and a spray bottle in her left hand. Her hair is blowing in the wind, and she is wearing a blue cap. Her eyes are closed, and her mouth is slightly open. Her sneakers are blue with white laces, and the womans socks are pink.'
  output:
    url: images/2.png
- text: 'RB Art, A cartoon drawing of a girl in a blue shirt and pink shorts. The girl is wearing white roller skates with white laces. There is a blue lollipop on the left side of the image. There are yellow stars on the right and left of the girl. The background is a light blue color'
  output:
    url: images/3.png
- text: 'RB Art, A cartoon drawing of a girl in a white t-shirt with the word "LOVER" on it in black letters. The girl is wearing a pair of blue jeans and red tennis shoes. She is standing on her knees with her legs crossed. Her left leg is crossed over a yellow skateboard. The skateboard has an I on it. The background is a light pink color. There are yellow stars and a pink flower on the pink background.'
  output:
    url: images/4.png
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: RG Art
license: creativeml-openrail-m
---
![sfedfsfgsfgs.png](https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/hyE8exiZZ_aKBdvCEnYnU.png)


<Gallery />

# Model description for RGART

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           | 24 & 3300 |
| Epoch                     |  30   | Save Every N Epochs       | 1    |

    Labeling: florence2-en(natural language & English)
    
    Total Images Used for Training : 39

## 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/RGART"
trigger_word = "RG Art"  
pipe.load_lora_weights(lora_repo)

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

You should use `RG Art` to trigger the image generation.

## Download model

Weights for this model are available in Safetensors format.

[Download](/strangerzonehf/RGART/tree/main) them in the Files & versions tab.