Canopus-Animaliea-Artism Open-source Image Generation Model - Freely Create Animal-themed Artistic Works

Canopus Animaliea Artism

Developed by prithivMLmods

A text-to-image generation model based on Stable Diffusion XL, specializing in artistic style creation for animal themes

Image Generation Open Source License:Apache-2.0 #Animal Art Stylization #LoRA Fine-tuned Diffusion Model #Multi-style Animal Generation

Downloads 31

Release Time : 7/13/2024

Model Overview

This model uses LoRA technology to fine-tune the Stable Diffusion XL model, capable of generating animal images in various artistic styles, supporting multiple styles and composition parameter settings

Model Features

Multi-style Support

Capable of generating animal images in various artistic styles ranging from Y2K aesthetics to Baroque style

High-quality Output

Based on the Stable Diffusion XL base model, generating higher quality images

Parameter Control

Supports controlling image proportions, styles, colors, and other parameters through prompts

Model Capabilities

Text-to-image generation

Artistic style transformation

Animal image generation

Multi-parameter control

Use Cases

Artistic Creation

Animal Art Image Generation

Generate animal images in various artistic styles based on text descriptions

Example images include a playful-style pig, a Y2K-style calf, etc.

Content Creation

Social Media Content Production

Quickly generate distinctive animal images suitable for social media

🚀 Canopus-Animaliea-Artism

This model focuses on text - to - image generation, leveraging Stable Diffusion and LoRA techniques to create high - quality animal - themed images.

🚀 Quick Start

The model is still in the training phase. This is not the final version and may contain artifacts and perform poorly in some cases.

✨ Features

Model description

Canopus - Pixar - 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	25
Epoch	13	Save Every N Epochs	1

📦 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-Animaliea-Artism", weight_name=" Canopus-Animaliea-Artism.safetensors", adapter_name="Animaliea")
    pipe.set_adapters("Animaliea")
    pipe.to("cuda")

💻 Usage Examples

Basic Usage

You can use the following trigger prompts to generate images:

A pig is standing in the grass next to a red barn, in the style of playful expressions, light white and pink, candid, close up, motion blur --ar 64:45 --v 6.0 --style raw
Small calf standing in field at sunset, in the style of y2k aesthetic, baroque animals, rusticcore, beige and amber, flickr, petcore --ar 2:3 --style raw --v 5.1
Dog walking in the grass near the mountain, in the style of maurizio cattelan, contax t2, strong facial expression, monumental vistas, associated press photo, close - up, frenchy --ar 3:2 --style raw --v 5.1

Parameter	Value
Prompt	A pig is standing in the grass next to a red barn, in the style of playful expressions, light white and pink, candid, close up, motion blur --ar 64:45 --v 6.0 --style raw
Sampler	euler

Advanced Usage

You should use animal, bird, or cub to trigger the image generation.

📚 Documentation

Weights for this model are available in Safetensors format. Download them in the Files & versions tab.

📄 License

This model is licensed under the apache - 2.0 license.

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