metadata

title: Diffusion XL
short_description: Stable Diffusion XL image generation studio
emoji: 🦣
colorFrom: gray
colorTo: red
sdk: gradio
sdk_version: 4.41.0
python_version: 3.11.9
app_file: app.py
fullWidth: false
pinned: false
header: mini
license: apache-2.0
models:
  - ai-forever/Real-ESRGAN
  - cagliostrolab/animagine-xl-3.1
  - cyberdelia/CyberRealsticXL
  - fluently/Fluently-XL-Final
  - madebyollin/sdxl-vae-fp16-fix
  - segmind/Segmind-Vega
  - SG161222/RealVisXL_V5.0
  - stabilityai/stable-diffusion-xl-base-1.0
  - stabilityai/stable-diffusion-xl-refiner-1.0
preload_from_hub:
  - ai-forever/Real-ESRGAN RealESRGAN_x2.pth,RealESRGAN_x4.pth
  - cagliostrolab/animagine-xl-3.1 animagine-xl-3.1.safetensors
  - cyberdelia/CyberRealsticXL CyberRealisticXLPlay_V1.0.safetensors
  - fluently/Fluently-XL-Final FluentlyXL-Final.safetensors
  - >-
    madebyollin/sdxl-vae-fp16-fix
    config.json,diffusion_pytorch_model.safetensors
  - SG161222/RealVisXL_V5.0 RealVisXL_V5.0_fp16.safetensors
  - >-
    segmind/Segmind-Vega
    scheduler/scheduler_config.json,text_encoder/config.json,text_encoder/model.fp16.safetensors,text_encoder_2/config.json,text_encoder_2/model.fp16.safetensors,tokenizer/merges.txt,tokenizer/special_tokens_map.json,tokenizer/tokenizer_config.json,tokenizer/vocab.json,tokenizer_2/merges.txt,tokenizer_2/special_tokens_map.json,tokenizer_2/tokenizer_config.json,tokenizer_2/vocab.json,unet/config.json,unet/diffusion_pytorch_model.fp16.safetensors,vae/config.json,vae/diffusion_pytorch_model.fp16.safetensors,model_index.json
  - >-
    stabilityai/stable-diffusion-xl-base-1.0
    scheduler/scheduler_config.json,text_encoder/config.json,text_encoder/model.fp16.safetensors,text_encoder_2/config.json,text_encoder_2/model.fp16.safetensors,tokenizer/merges.txt,tokenizer/special_tokens_map.json,tokenizer/tokenizer_config.json,tokenizer/vocab.json,tokenizer_2/merges.txt,tokenizer_2/special_tokens_map.json,tokenizer_2/tokenizer_config.json,tokenizer_2/vocab.json,unet/config.json,unet/diffusion_pytorch_model.fp16.safetensors,vae/config.json,vae/diffusion_pytorch_model.fp16.safetensors,vae_1_0/config.json,model_index.json
  - >-
    stabilityai/stable-diffusion-xl-refiner-1.0
    scheduler/scheduler_config.json,text_encoder_2/config.json,text_encoder_2/model.fp16.safetensors,tokenizer_2/merges.txt,tokenizer_2/special_tokens_map.json,tokenizer_2/tokenizer_config.json,tokenizer_2/vocab.json,unet/config.json,unet/diffusion_pytorch_model.fp16.safetensors,vae/config.json,vae/diffusion_pytorch_model.fp16.safetensors,model_index.json

diffusion-xl

Gradio app for Stable Diffusion XL featuring:

txt2img pipeline with refiner (img2img with IP-Adapter and ControlNet coming soon)
Curated models (LoRAs and TIs coming soon)
100+ styles from sdxl_prompt_styler
150+ prompts from StableStudio
Compel prompt weighting
Multiple samplers with Karras scheduling
DeepCache for speed
Real-ESRGAN upscaling

Usage

See DOCS.md.

Installation

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

# install
python -m venv .venv
source .venv/bin/activate
pip install -r requirements.txt

# gradio
python app.py --port 7860

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