metadata

tags:
  - text-to-image
  - lora
  - diffusers
  - template:diffusion-lora
widget:
  - text: >-
      This is a vibrant digital illustration featuring a seamless pattern of
      four Chihuahua heads, each adorned with large, bright pink sunglasses. The
      dogs have tan fur with white chests and expressive, wide eyes. The
      background is a solid, vivid blue, interspersed with scattered pink heart
      shapes, adding a playful and whimsical touch. The illustration style is
      cartoonish, with smooth shading and exaggerated features, creating a
      cheerful and eye-catching design.
    output:
      url: images/SP1.png
  - text: >-
      Seamless Pattern Design, a light blue background features a pattern of red
      berries and white snowflakes. The berries are arranged in a way that
      creates a striking contrast to the blue background. The leaves, stems, and
      branches are outlined in a muted gold color, adding a touch of nature to
      the image. The red berries are centered in the middle of the image, while
      the branches on the right side are outlined with a darker shade of gold.
      The branches, leaves, and stems are also outlined in white, creating a
      stark contrast against the background.
    output:
      url: images/SP2.png
  - text: >-
      Seamless Pattern Design, A white background with red bows and Christmas
      decorations. The bows are tied in a bow shape. The decorations are in
      small pots with green leaves and red flowers. The background is a light
      pink color.
    output:
      url: images/SP3.png
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: Seamless Pattern Design
license: creativeml-openrail-m

Seamless-Pattern-Design-Flux-LoRA

Prompt
This is a vibrant digital illustration featuring a seamless pattern of four Chihuahua heads, each adorned with large, bright pink sunglasses. The dogs have tan fur with white chests and expressive, wide eyes. The background is a solid, vivid blue, interspersed with scattered pink heart shapes, adding a playful and whimsical touch. The illustration style is cartoonish, with smooth shading and exaggerated features, creating a cheerful and eye-catching design.

Prompt
Seamless Pattern Design, a light blue background features a pattern of red berries and white snowflakes. The berries are arranged in a way that creates a striking contrast to the blue background. The leaves, stems, and branches are outlined in a muted gold color, adding a touch of nature to the image. The red berries are centered in the middle of the image, while the branches on the right side are outlined with a darker shade of gold. The branches, leaves, and stems are also outlined in white, creating a stark contrast against the background.

Prompt
Seamless Pattern Design, A white background with red bows and Christmas decorations. The bows are tied in a bow shape. The decorations are in small pots with green leaves and red flowers. The background is a light pink color.

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

prithivMLmods/Seamless-Pattern-Design-Flux-LoRA

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	25 & 3K
Epoch	15	Save Every N Epochs	1

Labeling: florence2-en(natural language & English)

Total Images Used for Training : 17 [ Hi-RES ]

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 = "prithivMLmods/Seamless-Pattern-Design-Flux-LoRA"
trigger_word = "Seamless Pattern Design"  
pipe.load_lora_weights(lora_repo)

device = torch.device("cuda")
pipe.to(device)

Data source

- https://playground.com/

Trigger words

You should use Seamless Pattern Design to trigger the image generation.

Download model

Weights for this model are available in Safetensors format.

Download them in the Files & versions tab.