---
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

<Gallery />

**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](/prithivMLmods/Seamless-Pattern-Design-Flux-LoRA/tree/main) them in the Files & versions tab.