metadata

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

Prompt
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.

Prompt
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.

Prompt
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.

Prompt
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.

Prompt
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.

Prompt
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.

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

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 them in the Files & versions tab.