Future-Diffusion Open-Source Image Generation Model - Free Generation of 3D Future Sci-Fi Style Images

Future Diffusion

Developed by nitrosocke

A 3D futuristic sci-fi style text-to-image model fine-tuned on Stable Diffusion 2.0

Image Generation English#Sci-fi style generation #3D rendering enhancement #Future cityscapes

Downloads 112

Release Time : 11/24/2022

Model Overview

This is a Stable Diffusion 2.0 model optimized for generating futuristic sci-fi style images, capable of producing unique visual effects with specific prompts.

Model Features

Futuristic sci-fi style optimization

Fine-tuned specifically for 3D futuristic sci-fi styles, using the 'future style' prompt yields the best results.

High-quality output

Trained on high-quality 3D images, capable of generating detailed futuristic style images.

Multi-theme support

Can generate various futuristic themes including characters, vehicles, animals, and landscapes.

Model Capabilities

Text-to-image generation

Futuristic sci-fi style image generation

High-resolution image generation (up to 1024x576)

Use Cases

Creative arts

Sci-fi character design

Generate 3D concept art of futuristic characters

Sample images showcase futuristic character designs

Sci-fi scene creation

Create futuristic cityscapes and scenes

Sample images showcase scenes like night-time city markets

Concept design

Futuristic vehicle design

Generate concept art of futuristic vehicles

Sample images showcase futuristic vehicle designs

🚀 Future Diffusion

This is a fine - tuned Stable Diffusion 2.0 model trained on high - quality 3D images with a futuristic Sci - Fi theme, offering unique text - to - image capabilities.

🚀 Quick Start

This is the fine - tuned Stable Diffusion 2.0 model trained on high quality 3D images with a futuristic Sci - Fi theme. To achieve the desired effect, use the tokens future style in your prompts. It was trained on Stability.ai's Stable Diffusion 2.0 Base with 512x512 resolution.

✨ Features

Futuristic Theme: Trained on high - quality 3D images with a futuristic Sci - Fi theme, enabling it to generate images with a distinct style.
Token - based Effect: Use the future style token in prompts to get the specific effect.

💻 Usage Examples

Basic Usage

To generate images with the futuristic style, add the future style token to your prompts. For example, for character generation:

future style [subject] Negative Prompt: duplicate heads bad anatomy
Steps: 20, Sampler: Euler a, CFG scale: 7, Size: 512x704

Advanced Usage

For landscape generation, you can use the following prompt and settings:

future style city market street level at night Negative Prompt: blurry fog soft
Steps: 20, Sampler: Euler a, CFG scale: 7, Size: 1024x576

Visual Samples

Characters rendered with the model: Characters Samples Cars and Animals rendered with the model: Misc. Samples Landscapes rendered with the model: Landscape 1

🔧 Technical Details

This model was trained using the diffusers based dreambooth training by ShivamShrirao. It used prior - preservation loss and the train - text - encoder flag in 7,000 steps.

📄 License

This model is open access and available to all, with a CreativeML Open RAIL++ - M License further specifying rights and usage. Please read the full license here

⚠️ Important Note

The SD 2.0 model is just over 24h old at this point and we still need to figure out how it works exactly. Please view this as an early prototype and experiment with the model.

💡 Usage Tip

If you enjoy my work and want to test new models before release, please consider supporting me.

Property	Details
Model Type	Fine - tuned Stable Diffusion 2.0
Training Data	High - quality 3D images with a futuristic Sci - Fi theme

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