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+# Use the official Python 3.11 image
+FROM nvidia/cuda:11.7.1-cudnn8-devel-ubuntu22.04
+
+ENV DEBIAN_FRONTEND=noninteractive
+
+RUN apt-get update && \
+    apt-get upgrade -y && \
+    apt-get install -y --no-install-recommends \
+    git \
+    git-lfs \
+    wget \
+    curl \
+    # python build dependencies \
+    build-essential \
+    libssl-dev \
+    zlib1g-dev \
+    libbz2-dev \
+    libreadline-dev \
+    libsqlite3-dev \
+    libncursesw5-dev \
+    xz-utils \
+    tk-dev \
+    libxml2-dev \
+    libxmlsec1-dev \
+    libffi-dev \
+    liblzma-dev \
+    # gradio dependencies \
+    ffmpeg && \
+    apt-get clean && \
+    rm -rf /var/lib/apt/lists/*
+
+
+# Copy the current directory contents into the container at /code
+# COPY ./requirements.txt /code/requirements.txt
+# RUN cat /code/requirements.txt
+
+# Install requirements.txt
+# RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt
+# RUN pip install -r /code/requirements.txt
+
+# Set up a new user named "user" with user ID 1000
+RUN useradd -m -u 1000 user
+# Switch to the "user" user
+USER user
+# Set home to the user's home directory
+ENV HOME=/home/user \
+    PATH=/home/user/.local/bin:$PATH \
+    HF_HOME=/data/.huggingface \
+    TORCH_HOME=/data/.huggingface
+
+# Set the working directory to the user's home directory
+WORKDIR $HOME/app
+
+
+RUN curl https://pyenv.run | bash
+ENV PATH=${HOME}/.pyenv/shims:${HOME}/.pyenv/bin:${PATH}
+ARG PYTHON_VERSION=3.10.12
+RUN pyenv install ${PYTHON_VERSION} && \
+    pyenv global ${PYTHON_VERSION} && \
+    pyenv rehash && \
+    pip install --no-cache-dir -U pip setuptools wheel
+
+# Copy the current directory contents into the container at $HOME/app setting the owner to the user
+COPY --chown=user . $HOME/app
+
+RUN git lfs install
+
+RUN pip install -r requirements.txt
+
+# RUN ls -lh
+
+# WORKDIR $HOME/app/pretrained
+# RUN git lfs install
+# RUN git clone https://huggingface.co/stabilityai/stable-diffusion-2-1-unclip
+# RUN git clone https://huggingface.co/AILab-CVC/seed-tokenizer-2
+# RUn git clone https://huggingface.co/AILab-CVC/seed-llama-14b-sft
+
+# WORKDIR $HOME/app
+CMD ["bash", "start.sh"]
+# CMD ["python", 'start.py']