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Zero
Running
on
Zero
| FROM pytorch/pytorch:2.0.1-cuda11.7-cudnn8-runtime | |
| ENV DEBIAN_FRONTEND=noninteractive | |
| RUN apt-get update && apt-get install -y git libgl1-mesa-glx libglib2.0-0 | |
| RUN apt-get update && apt-get install -y unzip build-essential aria2 cmake llvm | |
| RUN useradd -m -u 1000 user | |
| USER user | |
| ENV HOME=/home/user \ | |
| PATH=/home/user/.local/bin:$PATH \ | |
| PYTHONPATH=$HOME/app \ | |
| PYTHONUNBUFFERED=1 \ | |
| GRADIO_ALLOW_FLAGGING=never \ | |
| GRADIO_NUM_PORTS=1 \ | |
| GRADIO_SERVER_NAME=0.0.0.0 \ | |
| GRADIO_THEME=huggingface \ | |
| GRADIO_SHARE=False \ | |
| SYSTEM=spaces | |
| # Set the working directory to the user's home directory | |
| WORKDIR $HOME/app | |
| # Clone your repository or add your code to the container | |
| RUN git clone -b main https://github.com/fffiloni/PASD $HOME/app | |
| RUN pip install torchvision==0.15.2 torchaudio==2.0.2 | |
| RUN pip install -q gradio gradio_imageslider diffusers==0.21.4 accelerate basicsr ultralytics salesforce-lavis webdataset pytorch_lightning | |
| RUN pip install -q https://download.pytorch.org/whl/cu121/xformers-0.0.22.post7-cp310-cp310-manylinux2014_x86_64.whl | |
| RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/akhaliq/RetinaFace-R50/resolve/main/RetinaFace-R50.pth -d $HOME/app/annotator/ckpts -o RetinaFace-R50.pth | |
| # Define base model URL | |
| ENV BaseModelUrl=https://huggingface.co/runwayml/stable-diffusion-v1-5 | |
| ENV BaseModelDir=$HOME/app/checkpoints/stable-diffusion-v1-5 | |
| RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M ${BaseModelUrl}/raw/main/model_index.json -d ${BaseModelDir} -o model_index.json | |
| RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M ${BaseModelUrl}/resolve/main/vae/diffusion_pytorch_model.bin -d ${BaseModelDir}/vae -o diffusion_pytorch_model.bin | |
| RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M ${BaseModelUrl}/resolve/main/vae/diffusion_pytorch_model.safetensors -d ${BaseModelDir}/vae -o diffusion_pytorch_model.safetensors | |
| RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M ${BaseModelUrl}/raw/main/vae/config.json -d ${BaseModelDir}/vae -o config.json | |
| RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M ${BaseModelUrl}/resolve/main/unet/diffusion_pytorch_model.bin -d ${BaseModelDir}/unet -o diffusion_pytorch_model.bin | |
| RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M ${BaseModelUrl}/resolve/main/unet/diffusion_pytorch_model.safetensors -d ${BaseModelDir}/unet -o diffusion_pytorch_model.safetensors | |
| RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M ${BaseModelUrl}/raw/main/unet/config.json -d ${BaseModelDir}/unet -o config.json | |
| RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M ${BaseModelUrl}/raw/main/tokenizer/vocab.json -d ${BaseModelDir}/tokenizer -o vocab.json | |
| RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M ${BaseModelUrl}/raw/main/tokenizer/tokenizer_config.json -d ${BaseModelDir}/tokenizer -o tokenizer_config.json | |
| RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M ${BaseModelUrl}/raw/main/tokenizer/special_tokens_map.json -d ${BaseModelDir}/tokenizer -o special_tokens_map.json | |
| RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M ${BaseModelUrl}/raw/main/tokenizer/merges.txt -d ${BaseModelDir}/tokenizer -o merges.txt | |
| RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M ${BaseModelUrl}/resolve/main/text_encoder/pytorch_model.bin -d ${BaseModelDir}/text_encoder -o pytorch_model.bin | |
| RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M ${BaseModelUrl}/resolve/main/text_encoder/model.safetensors -d ${BaseModelDir}/text_encoder -o model.safetensors | |
| RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M ${BaseModelUrl}/raw/main/text_encoder/config.json -d ${BaseModelDir}/text_encoder -o config.json | |
| RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M ${BaseModelUrl}/raw/main/scheduler/scheduler_config.json -d ${BaseModelDir}/scheduler -o scheduler_config.json | |
| RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M ${BaseModelUrl}/resolve/main/safety_checker/pytorch_model.bin -d ${BaseModelDir}/safety_checker -o pytorch_model.bin | |
| RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M ${BaseModelUrl}/resolve/main/safety_checker/model.safetensors -d ${BaseModelDir}/safety_checker -o model.safetensors | |
| RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M ${BaseModelUrl}/raw/main/safety_checker/config.json -d ${BaseModelDir}/safety_checker -o config.json | |
| RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M ${BaseModelUrl}/raw/main/feature_extractor/preprocessor_config.json -d ${BaseModelDir}/feature_extractor -o preprocessor_config.json | |
| RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/camenduru/PASD/resolve/main/majicmixRealistic_v6.safetensors -d $HOME/app/checkpoints/personalized_models -o majicmixRealistic_v6.safetensors | |
| RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/camenduru/PASD/resolve/main/pasd/checkpoint-100000/scaler.pt -d $HOME/app/runs/pasd/checkpoint-100000 -o scaler.pth | |
| RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/camenduru/PASD/raw/main/pasd/checkpoint-100000/unet/config.json -d $HOME/app/runs/pasd/checkpoint-100000/unet -o config.json | |
| RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/camenduru/PASD/resolve/main/pasd/checkpoint-100000/unet/diffusion_pytorch_model.safetensors -d $HOME/app/runs/pasd/checkpoint-100000/unet -o diffusion_pytorch_model.safetensors | |
| RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/camenduru/PASD/raw/main/pasd/checkpoint-100000/controlnet/config.json -d $HOME/app/runs/pasd/checkpoint-100000/controlnet -o config.json | |
| RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/camenduru/PASD/resolve/main/pasd/checkpoint-100000/controlnet/diffusion_pytorch_model.safetensors -d $HOME/app/runs/pasd/checkpoint-100000/controlnet -o diffusion_pytorch_model.safetensors | |
| RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/camenduru/PASD/resolve/main/pasd_light/checkpoint-120000/scaler.pt -d $HOME/app/runs/pasd_light/checkpoint-120000 -o scaler.pth | |
| RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/camenduru/PASD/raw/main/pasd_light/checkpoint-120000/unet/config.json -d $HOME/app/runs/pasd_light/checkpoint-120000/unet -o config.json | |
| RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/camenduru/PASD/resolve/main/pasd_light/checkpoint-120000/unet/diffusion_pytorch_model.safetensors -d $HOME/app/runs/pasd_light/checkpoint-120000/unet -o diffusion_pytorch_model.safetensors | |
| RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/camenduru/PASD/raw/main/pasd_light/checkpoint-120000/controlnet/config.json -d $HOME/app/runs/pasd_light/checkpoint-120000/controlnet -o config.json | |
| RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/camenduru/PASD/resolve/main/pasd_light/checkpoint-120000/controlnet/diffusion_pytorch_model.safetensors -d $HOME/app/runs/pasd_light/checkpoint-120000/controlnet -o diffusion_pytorch_model.safetensors | |
| RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/camenduru/PASD/resolve/main/pasd_light_rrdb/checkpoint-100000/scaler.pt -d $HOME/app/runs/pasd_light_rrdb/checkpoint-100000 -o scaler.pth | |
| RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/camenduru/PASD/raw/main/pasd_light_rrdb/checkpoint-100000/unet/config.json -d $HOME/app/runs/pasd_light_rrdb/checkpoint-100000/unet -o config.json | |
| RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/camenduru/PASD/resolve/main/pasd_light_rrdb/checkpoint-100000/unet/diffusion_pytorch_model.safetensors -d $HOME/app/runs/pasd_light_rrdb/checkpoint-100000/unet -o diffusion_pytorch_model.safetensors | |
| RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/camenduru/PASD/raw/main/pasd_light_rrdb/checkpoint-100000/controlnet/config.json -d $HOME/app/runs/pasd_light_rrdb/checkpoint-100000/controlnet -o config.json | |
| RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/camenduru/PASD/resolve/main/pasd_light_rrdb/checkpoint-100000/controlnet/diffusion_pytorch_model.safetensors -d $HOME/app/runs/pasd_light_rrdb/checkpoint-100000/controlnet -o diffusion_pytorch_model.safetensors | |
| RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/camenduru/PASD/resolve/main/pasd_rrdb/checkpoint-100000/scaler.pt -d $HOME/app/runs/pasd_rrdb/checkpoint-100000 -o scaler.pth | |
| RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/camenduru/PASD/raw/main/pasd_rrdb/checkpoint-100000/unet/config.json -d $HOME/app/runs/pasd_rrdb/checkpoint-100000/unet -o config.json | |
| RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/camenduru/PASD/resolve/main/pasd_rrdb/checkpoint-100000/unet/diffusion_pytorch_model.safetensors -d $HOME/app/runs/pasd_rrdb/checkpoint-100000/unet -o diffusion_pytorch_model.safetensors | |
| RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/camenduru/PASD/raw/main/pasd_rrdb/checkpoint-100000/controlnet/config.json -d $HOME/app/runs/pasd_rrdb/checkpoint-100000/controlnet -o config.json | |
| RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/camenduru/PASD/resolve/main/pasd_rrdb/checkpoint-100000/controlnet/diffusion_pytorch_model.safetensors -d $HOME/app/runs/pasd_rrdb/checkpoint-100000/controlnet -o diffusion_pytorch_model.safetensors | |
| # Set the environment variable to specify the GPU device | |
| ENV CUDA_DEVICE_ORDER=PCI_BUS_ID | |
| ENV CUDA_VISIBLE_DEVICES=0 | |
| COPY app.py . | |
| # Run your app.py script | |
| CMD ["python", "gradio_pasd.py"] |