metadata

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
  - fluently/Fluently-v4
  - Linaqruf/anything-v3-1
  - Lykon/dreamshaper-8
  - prompthero/openjourney-v4
  - runwayml/stable-diffusion-v1-5
  - SG161222/Realistic_Vision_V5.1_noVAE
preload_from_hub:
  - ai-forever/Real-ESRGAN RealESRGAN_x2.pth,RealESRGAN_x4.pth
  - >-
    fluently/Fluently-v4
    text_encoder/model.fp16.safetensors,unet/diffusion_pytorch_model.fp16.safetensors,vae/diffusion_pytorch_model.fp16.safetensors
  - >-
    Linaqruf/anything-v3-1
    text_encoder/model.safetensors,unet/diffusion_pytorch_model.safetensors,vae/diffusion_pytorch_model.safetensors
  - >-
    Lykon/dreamshaper-8
    text_encoder/model.fp16.safetensors,unet/diffusion_pytorch_model.fp16.safetensors,vae/diffusion_pytorch_model.fp16.safetensors
  - >-
    prompthero/openjourney-v4
    text_encoder/model.safetensors,unet/diffusion_pytorch_model.safetensors,vae/diffusion_pytorch_model.safetensors
  - >-
    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
    text_encoder/model.safetensors,unet/diffusion_pytorch_model.safetensors,vae/diffusion_pytorch_model.safetensors

diffusion

Gradio app for Stable Diffusion 1.5 including:

txt2img and img2img pipelines
Curated models and TI embeddings
100+ styles from sdxl_prompt_styler
Compel prompt weighting
Multiple samplers with Karras scheduling
DeepCache, ToMe, FreeU, and Clip Skip available
Real-ESRGAN upscaling
Optional tiny autoencoder

Usage

See usage.md.

Installation

# 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'

TODO

IP-Adapter and T2I-Adapter