Spaces:
Running
on
Zero
Running
on
Zero
| # 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 | |
| - Comfy-Org/stable-diffusion-v1-5-archive | |
| - cyberdelia/CyberRealistic | |
| - fluently/Fluently-v4 | |
| - h94/IP-Adapter | |
| - Linaqruf/anything-v3-1 | |
| - Lykon/dreamshaper-8 | |
| - prompthero/openjourney-v4 | |
| - SG161222/Realistic_Vision_V5.1_noVAE | |
| - XpucT/Deliberate | |
| preload_from_hub: # up to 10 | |
| - >- | |
| ai-forever/Real-ESRGAN | |
| RealESRGAN_x2.pth,RealESRGAN_x4.pth | |
| - >- | |
| Comfy-Org/stable-diffusion-v1-5-archive | |
| v1-5-pruned-emaonly-fp16.safetensors | |
| - >- | |
| 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 | |
| feature_extractor/preprocessor_config.json,safety_checker/config.json,scheduler/scheduler_config.json,text_encoder/config.json,text_encoder/model.fp16.safetensors,tokenizer/merges.txt,tokenizer/special_tokens_map.json,tokenizer/tokenizer_config.json,tokenizer/vocab.json,unet/config.json,unet/diffusion_pytorch_model.fp16.safetensors,vae/config.json,vae/diffusion_pytorch_model.fp16.safetensors,model_index.json | |
| - >- | |
| prompthero/openjourney-v4 | |
| openjourney-v4.ckpt | |
| - >- | |
| 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 featuring: | |
| * txt2img and img2img pipelines with IP-Adapter | |
| * Curated models, LoRAs, and TI embeddings | |
| * Compel prompt weighting | |
| * dozens of styles and starter prompts | |
| * Multiple samplers with Karras scheduling | |
| * DeepCache, FreeU, and Clip Skip available | |
| * Real-ESRGAN upscaling | |
| * Optional tiny autoencoder | |
| There's also a [CLI](https://huggingface.co/spaces/adamelliotfields/diffusion/blob/main/cli.py). | |
| ## Motivation | |
| I want to: | |
| * host a free and easy-to-use Stable Diffusion UI on ZeroGPU | |
| * provide the necessary tools for common workflows | |
| * curate useful models, adapters, and embeddings | |
| * prefer Diffusers over custom PyTorch | |
| * be fast on 8GB with no offloading | |
| * only support CUDA on Linux/WSL | |
| ## Usage | |
| See [`DOCS.md`](https://huggingface.co/spaces/adamelliotfields/diffusion/blob/main/DOCS.md). | |
| ## Installation | |
| ```bash | |
| # clone | |
| git clone https://huggingface.co/spaces/adamelliotfields/diffusion.git | |
| cd diffusion | |
| git remote set-url origin https://adamelliotfields:[email protected]/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 | |
| ``` | |