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---
tags:
- text-to-image
- lora
- diffusers
- template:diffusion-lora
widget:
- text: >-
Pixel Background, An eye-level view of a mountain range, the mountain range
is adorned with a vibrant shade of pink and purple. The mountains are set
against a backdrop of a light blue sky, dotted with fluffy white clouds. In
the foreground of the image, a field of wildflowers, a few houses, and a few
trees are visible. The field is a vibrant green, and the houses are a
reddish-brown color. The sky is a muted blue, with a few wispy clouds in the
air.
output:
url: images/1.png
- text: >-
Pixel Background, An animated image of a hamburger on a green field. The
hamburger has a bun that has a lot of seeds on top of it. The bun is a light
brown color. There are lettuce and tomato slices on the bun. There is a
yellow cheese on the burger. The burger is sitting on a grassy field that is
in front of a blue sky with white clouds.
output:
url: images/2.png
- text: >-
Pixel Background, a silhouette of a surfer is seen riding a wave on a red
surfboard. The surfers shadow is cast on the left side of the image, adding
a touch of depth to the composition. The background is a vibrant orange,
pink, and blue, with a sun setting in the upper right corner of the frame.
The silhouette of the surfer, a palm tree casts a shadow onto the wave,
adding depth and contrast to the scene.
output:
url: images/3.png
- text: >-
Pixel Background, An eye-level pixelated image of a tree in the middle of
the frame. The tree is the focal point of the image, with a vibrant shade of
purple at the base and a darker shade at the top of the tree. The background
is a combination of yellow, green, pink, and purple. There are mountains in
the background, and the trees are outlined in shades of purple. The trees
are standing in front of a pink sunset, and there is a small red building in
the bottom left corner of the picture.
output:
url: images/4.png
- text: >-
Pixel Background, A serene beach scene viewed from an eye-level perspective.
The sandy shore is a warm, light tan with subtle wave patterns. The ocean
stretches out in shades of blue and teal, meeting a gradient sky
transitioning from orange to pink with a glowing sun setting on the horizon.
A small wooden boat floats near the shore, and palm trees sway in the gentle
breeze on the left.
output:
url: images/5.png
- text: >-
Pixel Background: A cozy, snow-covered village with charming wooden houses
topped with thick white roofs. Smoke rises from chimneys, blending into a
cool blue sky speckled with falling snowflakes. In the foreground, a frozen
pond reflects the soft glow of lanterns strung along the nearby trees.
output:
url: images/6.png
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: Pixel Background
license: creativeml-openrail-m
---
<Gallery />
# Model description for Pixel Background
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 & 3100 |
| Epoch | 17 | Save Every N Epochs | 1 |
Labeling: florence2-en(natural language & English)
Total Images Used for Training : 17 [ 8bit pixel ]
## 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-Pixel-Background-LoRA"
trigger_word = "Pixel Background"
pipe.load_lora_weights(lora_repo)
device = torch.device("cuda")
pipe.to(device)
```
## Trigger words
You should use `Pixel Background` to trigger the image generation.
## Download model
Weights for this model are available in Safetensors format.
[Download](/strangerzonehf/Flux-Pixel-Background-LoRA/tree/main) them in the Files & versions tab. |