Canopus-Liquid-Wallpaper-Art Open-Source Model - Freely Generate High-Quality Liquid Art-Style Wallpapers

Canopus Liquid Wallpaper Art

Developed by prithivMLmods

A LoRA fine-tuned model based on Stable Diffusion XL, specifically designed for generating high-quality liquid art-style wallpapers

Image Generation Open Source License:Openrail #Abstract Art Wallpaper Generation #Solarpunk Style #LoRA Fine-Tuning Adaptation

Downloads 39

Release Time : 7/1/2024

Model Overview

This model fine-tunes the Stable Diffusion XL model using LoRA technology, focusing on generating wallpaper images with liquid art effects, supporting various artistic styles and composition methods.

Model Features

Liquid Art Style

Optimized for generating wallpaper images with liquid art effects

Multi-Style Support

Supports various artistic styles including solarpunk, geometric patterns, and chibi

LoRA Fine-Tuning

Employs LoRA technology for lightweight fine-tuning of the base model

High-Resolution Output

Supports generating ultra-high-definition images

Model Capabilities

Text-to-Image

Art Style Transformation

High-Resolution Image Generation

Multiple Composition Support

Use Cases

Digital Art Creation

Wallpaper Design

Generate artistic liquid-style wallpapers

Example images showcase various wallpaper effects

Concept Art

Quickly generate concept art in different artistic styles

🚀 Canopus-Liquid-Wallpaper

Canopus-Liquid-Wallpaper is a text - to - image model based on Stable Diffusion. It can generate high - quality wallpaper - style images with various themes and effects.

🚀 Quick Start

Prerequisites

Ensure you have installed the necessary libraries such as diffusers, torch, etc.

Installation

    pipe = StableDiffusionXLPipeline.from_pretrained(
        "-------------xxxxxxxxx----------",
        torch_dtype=torch.float16,
        use_safetensors=True,
    )
                    (or)
-----------------------------------------------------------
    pipe = StableDiffusionXLPipeline.from_pretrained(
        "stabilityai/stable-diffusion-xl-base-1.0",
        torch_dtype=torch.float16,
        use_safetensors=True,
    )
    pipe.scheduler = EulerAncestralDiscreteScheduler.from_config(pipe.scheduler.config)
    
    pipe.load_lora_weights("prithivMLmods/Canopus-Liquid-Wallpaper-Art", weight_name="Canopus-Liquid-Wallpaper-Minimalize-LoRA.safetensors", adapter_name="liquid")
    pipe.set_adapters("liquid")
    pipe.to("cuda")

✨ Features

Gallery

Model description

Canopus-Liquid-Wallpaper-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	27
Epoch	10	Save Every N Epochs	1

For better results, use it with the base model or others.

Trigger prompts

Illustration of Mountain climbers ascending a challenging peak. One - point perspective, Abstract background, Solarpunk theme, Lithography, Stencil effects, Caustics, UHD
Illustration of A starry night camp in the mountains. Low - angle view, Minimal background, Geometric shapes theme, Pottery, Split - complementary colors, Bicolored light, UHD
Illustration of A serene mountain stream or waterfall. L - cut, Diamond pattern background, Chibi, Gouache, Tetradic colors, Flickering light, UHD

Parameter	Value
Prompt	Illustration of A serene mountain stream or waterfall. L - cut, Diamond pattern background, Chibi, Gouache, Tetradic colors, Flickering light, UHD
Sampler	euler

Trigger words

You should use wallpaper to trigger the image generation.

Download model

Weights for this model are available in Safetensors format.

Download them in the Files & versions tab.

📄 License

This model is licensed under creativeml-openrail-m.

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