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 torchaudio RUN pip install torch --upgrade RUN pip install torchaudio --upgrade RUN pip install torchvision 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", "app.py"]