Steampunk Animals Open - Source Image Generation Model - Freely Create Steampunk

Steampunkanimals

Developed by sohvren

A text-to-image generation model trained with LoRA technology, specializing in creating steampunk-style animal imagery.

Text-to-Image Open Source License:Other #Steampunk style #LoRA fine-tuning #Mechanical creature generation

Downloads 33

Release Time : 12/4/2024

Model Overview

This model utilizes a diffusion model architecture to generate animal images with a steampunk aesthetic based on text descriptions.

Model Features

Steampunk style

Optimized specifically for steampunk artistic style, capable of generating high-quality mechanical animal imagery.

LoRA technology

Fine-tuned using LoRA (Low-Rank Adaptation) technology to enhance specific styles while preserving the base model's capabilities.

Multi-platform support

Compatible with various platforms including ComfyUI, AUTOMATIC1111, SD.Next, and Invoke AI.

Model Capabilities

Text-to-image generation

Stylized image generation

Theme-specific image generation

Use Cases

Artistic creation

Steampunk animal illustrations

Generate steampunk-style animal character designs for books, games, or film productions.

Can produce unique imagery such as bronze mechanical turtles or steampunk mantises.

Concept design

Mechanical creature concepts

Provide designers with conceptual prototypes of mechanical creatures.

Quickly generate diverse mechanical creature design proposals.

🚀 Steampunk Animals

This is a text-to-image model trained with AI Toolkit by Ostris, capable of generating steampunk-style animal images.

🚀 Quick Start

Trigger words

You should use steampunk_animals to trigger the image generation.

Download model and use it with ComfyUI, AUTOMATIC1111, SD.Next, Invoke AI, etc.

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

Use it with the 🧨 diffusers library

from diffusers import AutoPipelineForText2Image
import torch

pipeline = AutoPipelineForText2Image.from_pretrained('black-forest-labs/FLUX.1-dev', torch_dtype=torch.bfloat16).to('cuda')
pipeline.load_lora_weights('sohvren/steampunkanimals', weight_name='steampunkanimals.safetensors')
image = pipeline('A variety of steampunk animals next to each other steampunk_animals').images[0]
image.save("my_image.png")

For more details, including weighting, merging and fusing LoRAs, check the documentation on loading LoRAs in diffusers

✨ Features

Text-to-Image Generation: Generate steampunk-style animal images based on text prompts.
Multiple Platform Compatibility: Can be used with ComfyUI, AUTOMATIC1111, SD.Next, Invoke AI, etc.
Diffusers Library Support: Easily integrated with the 🧨 diffusers library.

📦 Installation

The weights for this model are available in Safetensors format. You can download them in the Files & versions tab.

💻 Usage Examples

Basic Usage

from diffusers import AutoPipelineForText2Image
import torch

pipeline = AutoPipelineForText2Image.from_pretrained('black-forest-labs/FLUX.1-dev', torch_dtype=torch.bfloat16).to('cuda')
pipeline.load_lora_weights('sohvren/steampunkanimals', weight_name='steampunkanimals.safetensors')
image = pipeline('A variety of steampunk animals next to each other steampunk_animals').images[0]
image.save("my_image.png")

📚 Documentation

For more details, including weighting, merging and fusing LoRAs, check the documentation on loading LoRAs in diffusers

📄 License

This model is under the flux-1-dev-non-commercial-license

Property	Details
Model Type	Text-to-Image
Base Model	black-forest-labs/FLUX.1-dev
Instance Prompt	steampunk_animals
License	other
License Name	flux-1-dev-non-commercial-license
License Link	https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md

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