---
# https://huggingface.co/docs/hub/en/spaces-config-reference
title: Diffusion Zero
short_description: Image generation studio on ZeroGPU
emoji: 🧨
colorFrom: purple
colorTo: blue
sdk: gradio
sdk_version: 4.41.0
python_version: 3.11.9
app_file: app.py
fullWidth: false
pinned: true
header: mini
license: apache-2.0
models:
- ai-forever/Real-ESRGAN
- cyberdelia/CyberRealistic
- fluently/Fluently-v4
- h94/IP-Adapter
- Linaqruf/anything-v3-1
- Lykon/dreamshaper-8
- prompthero/openjourney-v4
- runwayml/stable-diffusion-v1-5
- SG161222/Realistic_Vision_V5.1_noVAE
- XpucT/Deliberate
preload_from_hub:
- >-
  ai-forever/Real-ESRGAN
  RealESRGAN_x2.pth,RealESRGAN_x4.pth
- >-
  cyberdelia/CyberRealistic
  CyberRealistic_V5_FP16.safetensors
- >-
  fluently/Fluently-v4
  Fluently-v4.safetensors
- >-
  h94/IP-Adapter
  models/ip-adapter-full-face_sd15.safetensors,models/ip-adapter-plus_sd15.safetensors,models/image_encoder/model.safetensors
- >-
  Linaqruf/anything-v3-1
  anything-v3-2.safetensors
- >-
  Lykon/dreamshaper-8
  text_encoder/model.fp16.safetensors,unet/diffusion_pytorch_model.fp16.safetensors,vae/diffusion_pytorch_model.fp16.safetensors
- >-
  prompthero/openjourney-v4
  openjourney-v4.ckpt
- >-
  runwayml/stable-diffusion-v1-5
  text_encoder/model.fp16.safetensors,unet/diffusion_pytorch_model.fp16.safetensors,vae/diffusion_pytorch_model.fp16.safetensors
- >-
  SG161222/Realistic_Vision_V5.1_noVAE
  Realistic_Vision_V5.1_fp16-no-ema.safetensors
- >-
  XpucT/Deliberate
  Deliberate_v6.safetensors
---

# diffusion

Gradio app for Stable Diffusion 1.5 including:
* txt2img and img2img pipelines with IP-Adapter
* Curated models and TI embeddings
* 100+ styles from sdxl_prompt_styler
* 150+ prompts from StableStudio
* Compel prompt weighting
* Multiple samplers with Karras scheduling
* DeepCache, FreeU, and Clip Skip available
* Real-ESRGAN upscaling
* Optional tiny autoencoder

## Usage

See [`usage.md`](https://huggingface.co/spaces/adamelliotfields/diffusion/blob/main/usage.md).

## Installation

```bash
# clone
git clone https://huggingface.co/spaces/adamelliotfields/diffusion.git
cd diffusion
git remote set-url origin https://adamelliotfields:$HF_TOKEN@huggingface.co/spaces/adamelliotfields/diffusion

# install
python -m venv .venv
source .venv/bin/activate
pip install -r requirements.txt torch==2.4.0 torchvision==0.19.0

# gradio
python app.py --port 7860

# cli
python cli.py 'an astronaut riding a horse on mars'
```

## Development

See [pull requests and discussions](https://huggingface.co/docs/hub/en/repositories-pull-requests-discussions).

```sh
git fetch origin refs/pr/42:pr/42
git checkout pr/42
# ...
git add .
git commit -m "Commit message"
git push origin pr/42:refs/pr/42
```