---
tags:
- text-to-image
- lora
- diffusers
- template:diffusion-lora
- Retro
- Pixel
widget:
- text: >-
    Retro Pixel, A pixelated image of a german shepherd dog. The dogs fur is a
    vibrant shade of brown, with a black stripe running down its back. The
    background is a light green, and the dogs shadow is cast on the ground.
  output:
    url: images/RP1.png
- text: >-
    Retro Pixel, A pixelated image of a man surfing on a surfboard. The mans
    body is covered in a red shirt and blue shorts. His arms are out to the
    sides of his body. The surfboard is a vibrant blue color. The water is a
    light blue color with white splashes. The sun is shining on the right side
    of the image.
  output:
    url: images/RP2.png
- text: >-
    Retro Pixel, pixel art of a Hamburger in the style of an old video game,
    hero, pixelated 8bit, final boss 
  output:
    url: images/RP3.png
instance_prompt: Retro Pixel
license: creativeml-openrail-m
---

<pre align="center">
  
 ______  ______   __       __  __   ______   ______   __  __   ______       __   ______    
/\  == \/\  __ \ /\ \     /\ \_\ \ /\  ___\ /\  == \ /\ \/\ \ /\___  \     /\ \ /\  __ \   
\ \  _-/\ \ \/\ \\ \ \____\ \____ \\ \ \____\ \  __< \ \ \_\ \\/_/  /__    \ \ \\ \ \/\ \  
 \ \_\   \ \_____\\ \_____\\/\_____\\ \_____\\ \_\ \_\\ \_____\ /\_____\    \ \_\\ \_____\ 
  \/_/    \/_____/ \/_____/ \/_____/ \/_____/ \/_/ /_/ \/_____/ \/_____/     \/_/ \/_____/ 
                                                                                                                                                                                                  
</pre>

# retro-pixel-art

<Gallery />

---

> [!note]
The model is still in the training phase. This is not the final version and may contain artifacts and perform poorly in some cases.

---

## Model description for retro-pixel-art

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 & 2340|
| Epoch                     | 15  | Save Every N Epochs       | 1      |

    Labeling: florence2-en(natural language & English)
    
    Total Images Used for Training : 16 [ Hi-RES ]

![Polycruz/Retro-Pixel-Flux-LoRA](images/RP4.webp)
    
## Best Dimensions

- 1024 x 1024 (Default)
  
## Setting Up
```
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 = "Polycruz9/retro-pixel-art"
trigger_word = "Retro Pixel"  
pipe.load_lora_weights(lora_repo)

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

You should use `Retro Pixel` to trigger the image generation.

## Download model

Weights for this model are available in Safetensors format.

[Download](/Polycruz9/retro-pixel-art/tree/main) them in the Files & versions tab.