diff --git a/Dockerfile b/Dockerfile
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+FROM nvidia/cuda:11.8.0-cudnn8-devel-ubuntu22.04 AS stage1
+ARG DEBIAN_FRONTEND=noninteractive
+ARG TZ=America/Los_Angeles
+RUN ln -snf /usr/share/zoneinfo/$TZ /etc/localtime && echo $TZ > /etc/timezone
+RUN apt-get update
+RUN apt install -y curl wget git
+RUN adduser --disabled-password --gecos '' --shell /bin/bash user
+USER user
+ENV HOME=/home/user
+WORKDIR $HOME
+RUN mkdir $HOME/.cache $HOME/.config && chmod -R 777 $HOME
+RUN wget https://repo.anaconda.com/miniconda/Miniconda3-py39_23.1.0-1-Linux-x86_64.sh
+RUN chmod +x Miniconda3-py39_23.1.0-1-Linux-x86_64.sh
+RUN ./Miniconda3-py39_23.1.0-1-Linux-x86_64.sh -b -p /home/user/miniconda
+ENV PATH="$HOME/miniconda/bin:$PATH"
+RUN conda init
+RUN conda install python=3.9.13
+RUN python3 -m pip install --upgrade pip
+RUN pip3 install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cu118
+
+FROM stage1 AS stage2
+USER root
+RUN mkdir /home/user/ai-voice-cloning
+RUN mkdir /home/user/ai-voice-cloning/modules
+RUN chown -R user:user /home/user/ai-voice-cloning
+
+USER user
+WORKDIR /home/user/ai-voice-cloning
+
+ADD .gitmodules .gitmodules
+ADD .git .git
+ADD modules modules
+USER root
+RUN chown -R user:user /home/user/ai-voice-cloning
+USER user
+RUN git config --global --add safe.directory /home/user/ai-voice-cloning
+RUN git submodule init
+RUN git submodule update --remote
+# install TorToiSe requirements
+RUN python3 -m pip install -r ./modules/tortoise-tts/requirements.txt
+# install TorToiSe
+RUN python3 -m pip install -e ./modules/tortoise-tts/
+# instal DLAS requirements, last, because whisperx will break a dependency here
+RUN python3 -m pip install -r ./modules/dlas/requirements.txt
+# install DLAS
+RUN python3 -m pip install -e ./modules/dlas/
+
+ADD requirements.txt requirements.txt
+# install local requirements
+RUN python3 -m pip install -r ./requirements.txt
+
+ADD . /home/user/ai-voice-cloning
+
+CMD ["python", "./src/main.py", "--listen", "0.0.0.0:7680"]
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