Spaces:
Running
on
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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 | |
| - 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`](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' | |
| ``` | |
| ## TODO | |
| - [ ] IP-Adapter and T2I-Adapter | |