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Merge pull request #362 from bghira/main
deepfloyd, docker, multi-res validations, aspect ratio rounding knob
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| # SimpleTuner needs CU118 | ||
| FROM nvidia/cuda:11.8.0-runtime-ubuntu22.04 | ||
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| # /workspace is the default volume for Runpod & other hosts | ||
| WORKDIR /workspace | ||
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| # Update apt-get | ||
| RUN apt-get update -y | ||
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| # Prevents different commands from being stuck by waiting | ||
| # on user input during build | ||
| ENV DEBIAN_FRONTEND noninteractive | ||
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| # Install openssh & git | ||
| RUN apt-get install -y --no-install-recommends openssh-server \ | ||
| openssh-client \ | ||
| git \ | ||
| git-lfs | ||
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| # Installl misc unix libraries | ||
| RUN apt-get install -y wget \ | ||
| curl \ | ||
| tmux \ | ||
| tldr \ | ||
| nvtop \ | ||
| vim \ | ||
| rsync \ | ||
| net-tools \ | ||
| less \ | ||
| iputils-ping \ | ||
| 7zip \ | ||
| zip \ | ||
| unzip \ | ||
| htop \ | ||
| inotify-tools | ||
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| # Set up git to support LFS, and to store credentials; useful for Huggingface Hub | ||
| RUN git config --global credential.helper store && \ | ||
| git lfs install | ||
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| # Install Python VENV | ||
| RUN apt-get install -y python3.10-venv | ||
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| # Ensure SSH access. Not needed for Runpod but is required on Vast and other Docker hosts | ||
| EXPOSE 22/tcp | ||
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| # Install misc Python & CUDA Libraries | ||
| RUN apt-get update -y && apt-get install -y python3 python3-pip libcudnn8 libcudnn8-dev | ||
| RUN python3 -m pip install pip --upgrade | ||
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| # HF | ||
| ARG HUGGING_FACE_HUB_TOKEN | ||
| ENV HUGGING_FACE_HUB_TOKEN=$HUGGING_FACE_HUB_TOKEN | ||
| ENV HF_HOME=/workspace/huggingface | ||
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| RUN pip3 install "huggingface_hub[cli]" | ||
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| RUN huggingface-cli login --token "$HUGGING_FACE_HUB_TOKEN" --add-to-git-credential | ||
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| # WanDB | ||
| ARG WANDB_TOKEN | ||
| ENV WANDB_TOKEN=$WANDB_TOKEN | ||
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| RUN pip3 install wandb | ||
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| RUN wandb login "$WANDB_TOKEN" | ||
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| # Clone SimpleTuner | ||
| RUN git clone https://github.com/bghira/SimpleTuner --branch release | ||
| # RUN git clone https://github.com/bghira/SimpleTuner --branch main # Uncomment to use latest (possibly unstable) version | ||
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| # Install SimpleTuner | ||
| RUN pip3 install poetry | ||
| RUN cd SimpleTuner && python3 -m venv .venv && poetry install --no-root | ||
| RUN chmod +x SimpleTuner/train_sdxl.sh | ||
| RUN chmod +x SimpleTuner/train_sd2x.sh | ||
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| # Copy start script with exec permissions | ||
| COPY --chmod=755 docker-start.sh /start.sh | ||
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| # Dummy entrypoint | ||
| ENTRYPOINT [ "/start.sh" ] |
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| #!/bin/bash | ||
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| # Export useful ENV variables, including all Runpod specific vars, to /etc/rp_environment | ||
| # This file can then later be sourced in a login shell | ||
| echo "Exporting environment variables..." | ||
| printenv | | ||
| grep -E '^RUNPOD_|^PATH=|^HF_HOME=|^HUGGING_FACE_HUB_TOKEN=|^_=' | | ||
| sed 's/^\(.*\)=\(.*\)$/export \1="\2"/' >>/etc/rp_environment | ||
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| # Add it to Bash login script | ||
| echo 'source /etc/rp_environment' >>~/.bashrc | ||
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| # Vast.ai uses $SSH_PUBLIC_KEY | ||
| if [[ $SSH_PUBLIC_KEY ]]; then | ||
| PUBLIC_KEY="${SSH_PUBLIC_KEY}" | ||
| fi | ||
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| # Runpod uses $PUBLIC_KEY | ||
| if [[ $PUBLIC_KEY ]]; then | ||
| mkdir -p ~/.ssh | ||
| chmod 700 ~/.ssh | ||
| echo "${PUBLIC_KEY}" >>~/.ssh/authorized_keys | ||
| chmod 700 -R ~/.ssh | ||
| fi | ||
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| # Start SSH server | ||
| service ssh start | ||
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| # 🫡 | ||
| sleep infinity |
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