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
  - 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.

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'

Development

See pull requests and discussions.

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