---
license: creativeml-openrail-m
language:
- en
pipeline_tag: text-to-image
tags:
- stable-diffusion
- text-to-image
- di.ffusion.ai
- art
- base model
- diffusers
inference: true
library_name: diffusers
widget:
- text: >-
    a sprinkled donut sitting on top of a table, blender donut tutorial,
    colorful hyperrealism, everything is made of candy, hyperrealistic digital
    painting, covered in sprinkles and crumbs, vibrant colors hyper realism,
    colorful smoke explosion background
  example_title: Donut Fusion
- text: >-
    a cup of coffee with a tree in it, surreal art, awesome great composition,
    surrealism!!!!, cafe in the clouds, perfectly realistic yet surreal, surreal
    realistic, floating trees, amazing composition, dream scenery art, whimsical
    surrealism, surreal composition, trending artistic art, surrealism art,
    surreal scene, surrealistic painting, surreal style, surreal illustration,
    dreamlike surrealism colorful smoke and fire coming out of it,explosion of
    data fragments,exploding background,realistic explosion,3d digital art
    4k,fire and explosion,explosion,background explosion,cinema 4 d
    art,shattering,beeple. hyperrealism,explosion background,rendered in cinema
    4 d,rendered in cinema4d,explosive background,
  example_title: Coffee Fusion
- text: >-
    brightly colored headphones with a splash of paint and music notes, vibing
    to music, artistic illustration, stunning artwork, music is life, beautiful
    digital artwork, headphones on, listening to music, music poster,
    synesthesia, music in the air, listening to godly music, style hybrid mix of
    beeple, headphones, digital artwork 4 k, side profile artwork, no humans,
    planet, space, black background, cable, simple background, concept art,
    cinematic, dramatic, intricate details, dark lighting
  example_title: Headset Fusion
- text: >-
    a group of three blocks with a picture of a boat in the middle of them,
    surreal 3 d render, 3 d epic illustrations, 3 d artistic render, inspired by
    Matthias Jung, environmental key art, erik johansson style, surreal concept
    art, alexander jansson style, cube portals, beeple masterpiece, 3 d render
    beeple, surrealistic digital artwork
  example_title: Digital Fusion
---

# FFUSION AI - 768 BaSE Public alpha Release

![ffusion-basesm32.jpg](https://cdn-uploads.huggingface.co/production/uploads/6380cf05f496d57325c12194/FHidip3rT8mL1UdGDyfSd.jpeg)

## Model Overview: Unleashing the Power of Imagination!
<div style="display: flex; flex-wrap: wrap; gap: 2px;">
  <a href="https://huggingface.co/FFusion/"><img src="https://img.shields.io/badge/🧠%20Model%20Type-Diffusion--based%20text--to--image%20generation%20model-blueviolet" alt="Model Type"></a>
  <a href="https://huggingface.co/FFusion/"><img src="https://img.shields.io/badge/🔏%20License-CreativeML%20Open%20RAIL++--M%20License-orange" alt="License"></a>
  <a href="https://huggingface.co/FFusion/"><img src="https://img.shields.io/badge/🖥️%20Hardware%20Type-A100%20PCIe%2040GB-green" alt="Hardware Type"></a>
  <a href="https://huggingface.co/FFusion/"><img src="https://img.shields.io/badge/⏰%20Hours%20Used-1190-red" alt="Hours Used"></a>
  <a href="https://huggingface.co/FFusion/"><img src="https://img.shields.io/badge/🌩️%20Cloud%20Provider-CoreWeave%20%26%20Runpod-blue" alt="Cloud Provider"></a>
  <a href="https://huggingface.co/FFusion/"><img src="https://img.shields.io/badge/🍃%20Carbon%20Emitted-124.95%20kg%20of%20CO2-brightgreen" alt="Carbon Emitted"></a>
</div>

FFUSION AI is a state-of-the-art image generation and transformation tool, developed around the leading Latent Diffusion Model. Leveraging Stable Diffusion 2.1, FFUSION AI converts your prompts into captivating artworks. Discover an imaginative landscape where ideas come to life in vibrant, surreal visuals.

- **Developed by:** Idle Stoev, Source Code Bulgaria, Praesidium CX & BlackSwan Technologies
- **Shared by:** FFusion AI
- **Model type:** Diffusion-based text-to-image generation model
- **Language(s) (NLP):** English
- **License:** CreativeML Open RAIL++-M License


## Model Use: Enabling Creativity and Exploring AI Frontiers
![ffusion.ai.preview.base1.jpg](https://cdn-uploads.huggingface.co/production/uploads/6380cf05f496d57325c12194/bL8RTCse0XWdufFNcUINn.jpeg)
Designed for research and artistic exploration, FFUSION AI serves as a versatile tool in a variety of scenarios:

- Investigating biases and constraints in generative models
- Unleashing creativity in artistic endeavors
- Infusing AI-driven innovation into educational or creative tools
- Furthering research in the exciting field of generative models


 - **Repository:** https://github.com/1e-2
 - **Demo:** https://huggingface.co/spaces/FFusion/FFusionAI-Streamlit-Playground



![ffusion.ai.preview.base2.jpg](https://cdn-uploads.huggingface.co/production/uploads/6380cf05f496d57325c12194/MKpSOgIgVKZLJZiggrANn.jpeg)




**Out-of-Scope Use and Prohibited Misuse:**

- Generating factually inaccurate representations of people or events
- Inflicting harm or spreading malicious content such as demeaning, dehumanizing, or offensive imagery
- Creating harmful stereotypes or spreading discrimination
- Impersonating individuals without their consent
- Disseminating non-consensual explicit content or misinformation
- Violating copyrights or usage terms of licensed material

## Model Limitations and Bias

While our model brings us closer to the future of AI-driven creativity, there are several limitations:

- Achieving perfect photorealism or surrealism is still an ongoing challenge.
- Rendering legible text could be difficult without further ~30min training on your brand.
- Accurate generation of human faces, especially far away faces, is not guaranteed (yet).

## Model Releases

We are thrilled to announce:

- **Version 512 Beta:** Featuring LiTE and MiD BFG model variations
- **Version 768 Alpha:** BaSE, FUSION, and FFUSION models with enhanced training capabilities, including LoRa, LyCORIS, Dylora & Kohya-ss/sd-scripts.
- **Version 768 BaSE:** A BaSE Ready model for easy applying more than 200 build op LoRA models trained along the way. 

  
## Environmental Impact

In line with our commitment to sustainability, FFUSION AI has been designed with carbon efficiency in mind:

- **Hardware Type:** A100 PCIe 40GB
- **Hours used:** 1190
- **Cloud Provider:** CoreWeave & Runpod (official partner)
- **Compute Region:** US Cyxtera Chicago Data Center - ORD1 / EU - CZ & EU - RO
- **Carbon Emitted:** 124.95 kg of CO2 (calculated via Machine Learning Impact calculator)

That said all LoRA and further models are based on initial training.

## Model Card Authors

This model card was authored by Idle Stoev and is based on the Stability AI - Stable Diffusion 2.1 model card.

## Model Card Contact

[![FFusion-BaSE](https://img.shields.io/badge/2.1%20🤗%20Model-FFusion--BaSE-blue)](https://huggingface.co/FFusion/FFusion-BaSE)
[![di.FFUSION.ai-v2.1-768-BaSE-alpha](https://img.shields.io/badge/🤗%20Model-di.FFUSION.ai--v2.1--768--BaSE--alpha-blue)](https://huggingface.co/FFusion/di.FFUSION.ai-v2.1-768-BaSE-alpha)
[![di.ffusion.ai.Beta512](https://img.shields.io/badge/2.1%20🤗%20Model-di.ffusion.ai.Beta512-blue)](https://huggingface.co/FFusion/di.ffusion.ai.Beta512)
[![FFUSION.ai-Text-Encoder-LyCORIS-SD-2.1](https://img.shields.io/badge/2.1%20🤗%20Model-FFUSION.ai--Text--Encoder--LyCORIS--SD--2.1-blue)](https://huggingface.co/FFusion/FFUSION.ai-Text-Encoder-LyCORIS-SD-2.1)

Contact:

[![Email](https://img.shields.io/badge/Email-di%40ffusion.ai-blue)](mailto:di@ffusion.ai)

_Download the [FFUSION AI - 768 BaSE Release here](https://huggingface.co/FFusion/FFusion-BaSE/blob/main/FFusion-BaSE.safetensors)._