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chris 2024-09-21 10:37:07 +02:00
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# Use the official Ubuntu base image
FROM nvidia/cuda:12.1.0-base-ubuntu20.04
# Set environment variables
ENV DEBIAN_FRONTEND=noninteractive
# Install system dependencies and Python 3.9
RUN apt-get update && \
apt-get install -y \
python3.9 \
python3.9-dev \
python3-pip \
curl \
git \
build-essential \
&& apt-get clean
# Update alternatives to set Python 3.9 as default
RUN update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.9 1
# Upgrade pip
RUN pip3 install --upgrade pip
# Install PyTorch
RUN pip3 install torch torchvision torchaudio triton
# Install Unsloth
RUN pip3 install "unsloth[cu121] @ git+https://github.com/unslothai/unsloth.git"
# Install JupyterLab
RUN pip3 install jupyterlab
RUN pip3 uninstall numpy -y
RUN pip3 install numpy==1.26.4
RUN pip3 install ipywidgets widgetsnbextension pandas-profiling
# Expose port 8088 for JupyterLab
EXPOSE 8088
# Set up the default command to start JupyterLab
CMD ["jupyter", "lab", "--ip=0.0.0.0", "--port=8088", "--no-browser", "--allow-root"]