Instructions to use skyadmin/cog-webui-sd with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use skyadmin/cog-webui-sd with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("skyadmin/cog-webui-sd", device_map="auto") - Notebooks
- Google Colab
- Kaggle
| # Configuration for Cog ⚙️ | |
| # https://replicate.com/docs/guides/push-a-model | |
| # prerequisite:https://docs.docker.com/engine/install/ubuntu/#set-up-the-repository `dockerd` to start docker | |
| # Reference: https://github.com/replicate/cog/blob/main/docs/yaml.md | |
| # !!!! recommend 60G disk space for cog docker | |
| build: | |
| # set to true if your model requires a GPU | |
| gpu: true | |
| # a list of ubuntu apt packages to install | |
| system_packages: | |
| - "libgl1-mesa-glx" | |
| - "libglib2.0-0" | |
| # python version in the form '3.8' or '3.8.12' | |
| python_version: "3.10.4" | |
| # a list of packages in the format <package-name>==<version> | |
| python_packages: | |
| - blendmodes==2022 | |
| - transformers==4.25.1 | |
| - accelerate==0.12.0 | |
| - basicsr==1.4.2 | |
| - gfpgan==1.3.8 | |
| - gradio==3.16.2 | |
| - numpy==1.23.3 | |
| - Pillow==9.4.0 | |
| - realesrgan==0.3.0 | |
| # - torch==1.13.1+cu117 | |
| # - --extra-index-url https://download.pytorch.org/whl/cu117 | |
| # - torchvision==0.14.1+cu117 | |
| # - --extra-index-url https://download.pytorch.org/whl/cu117 | |
| - omegaconf==2.2.3 | |
| - pytorch_lightning==1.7.6 | |
| - scikit-image==0.19.2 | |
| - fonts | |
| - font-roboto | |
| - timm==0.6.7 | |
| - piexif==1.1.3 | |
| - einops==0.4.1 | |
| - jsonmerge==1.8.0 | |
| - clean-fid==0.1.29 | |
| - resize-right==0.0.2 | |
| - torchdiffeq==0.2.3 | |
| - kornia==0.6.7 | |
| - lark==1.1.2 | |
| - inflection==0.5.1 | |
| - GitPython==3.1.27 | |
| - torchsde==0.2.5 | |
| - safetensors==0.2.7 | |
| - httpcore<=0.15 | |
| - fastapi==0.90.1 | |
| # - open_clip_torch | |
| - git+https://github.com/mlfoundations/open_clip.git@bb6e834e9c70d9c27d0dc3ecedeebeaeb1ffad6b | |
| - git+https://github.com/openai/CLIP.git@d50d76daa670286dd6cacf3bcd80b5e4823fc8e1 | |
| # commands run after the environment is setup | |
| run: | |
| - "pip3 install torch==1.13.1+cu117 --extra-index-url https://download.pytorch.org/whl/cu117" | |
| - "pip3 install torchvision==0.14.1+cu117 --extra-index-url https://download.pytorch.org/whl/cu117" | |
| - "echo env is ready!" | |
| # https://replicate.com/wolverinn/chill_watcher | |
| image: "r8.im/wolverinn/chill_watcher" | |
| # predict.py defines how predictions are run on your model | |
| predict: "predict.py:Predictor" | |