diff --git a/Dockerfile b/Dockerfile
index ad08f6e2..49ba83ba 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,23 +1,38 @@
 ARG CUDA_VERSION=11.2.2-cudnn8-runtime-ubuntu20.04
 ARG PYTHON_VERSION=3.8
 ARG POETRY_VERSION=1.2.2
-FROM nvidia/cuda:$CUDA_VERSION
-ARG PYTHON_VERSION
+
+FROM python:$PYTHON_VERSION-slim as builder
 ARG POETRY_VERSION
-WORKDIR /app
+
 ENV POETRY_HOME=/opt/poetry
 ENV POETRY_VENV=/opt/poetry-venv
 ENV POETRY_CACHE_DIR=/opt/.cache
-ENV DOTNET_ROLL_FORWARD=LatestMajor
+
+# Install poetry separated from system interpreter
+RUN python3 -m venv $POETRY_VENV \
+    && $POETRY_VENV/bin/pip install -U pip setuptools \
+    && $POETRY_VENV/bin/pip install poetry==${POETRY_VERSION}
+
+# Add `poetry` to PATH
+ENV PATH="${PATH}:${POETRY_VENV}/bin"
+
+WORKDIR /src
+COPY poetry.lock pyproject.toml /src/
+RUN poetry export -E eflomal --without-hashes -f requirements.txt > requirements.txt
+COPY . /src
+RUN poetry build
+
+FROM nvidia/cuda:$CUDA_VERSION
+
+ARG PYTHON_VERSION=3.8
+
 ENV PIP_DISABLE_PIP_VERSION_CHECK=on
 ENV TZ=America/New_York
 RUN ln -snf /usr/share/zoneinfo/$TZ /etc/localtime && echo $TZ > /etc/timezone
-# Install .NET SDK
-RUN apt-get update
-RUN apt-get install --no-install-recommends -y wget
-RUN wget https://packages.microsoft.com/config/ubuntu/20.04/packages-microsoft-prod.deb -O packages-microsoft-prod.deb && \
-    dpkg -i packages-microsoft-prod.deb && \
-    rm packages-microsoft-prod.deb
+
+WORKDIR /root
+
 # Install apt packages
 RUN apt-get update
 RUN apt-get upgrade -y
@@ -25,27 +40,84 @@ RUN apt-get install --no-install-recommends -y \
     git \
     python$PYTHON_VERSION \
     python3-pip \
-    python$PYTHON_VERSION-venv \
+    wget \
     build-essential \
     gdb \
     curl \
     unzip \
-    dotnet-sdk-7.0
+    nano \
+    cmake \
+    tar \
+    vim
+
 # Make some useful symlinks that are expected to exist
 RUN ln -sfn /usr/bin/python${PYTHON_VERSION} /usr/bin/python3  & \
     ln -sfn /usr/bin/python${PYTHON_VERSION} /usr/bin/python
-# Install poetry separated from system interpreter
-RUN python3 -m venv $POETRY_VENV \
-    && $POETRY_VENV/bin/pip install -U pip setuptools \
-    && $POETRY_VENV/bin/pip install poetry==${POETRY_VERSION}
-# Add `poetry` to PATH
-ENV PATH="${PATH}:${POETRY_VENV}/bin"
+
+# Install .NET SDK
+RUN wget https://packages.microsoft.com/config/ubuntu/20.04/packages-microsoft-prod.deb -O packages-microsoft-prod.deb && \
+    dpkg -i packages-microsoft-prod.deb && \
+    rm packages-microsoft-prod.deb
+RUN apt-get update && \
+    apt-get install --no-install-recommends -y dotnet-sdk-7.0
+ENV DOTNET_ROLL_FORWARD=LatestMajor
+
 # Install AWS CLI
 RUN curl "https://awscli.amazonaws.com/awscli-exe-linux-x86_64.zip" -o "awscliv2.zip" && \
     unzip awscliv2.zip && \
     ./aws/install && \
     rm awscliv2.zip
-RUN rm -rf /var/lib/apt/lists/*
-RUN poetry config virtualenvs.create true && \
-    poetry config virtualenvs.in-project true
-CMD ["bash"]
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+
+# Install dependencies from poetry
+COPY --from=builder /src/requirements.txt .
+RUN pip install --no-cache-dir -r requirements.txt && rm requirements.txt
+
+# Install silnlp
+COPY --from=builder /src/dist/*.whl .
+RUN pip install --no-deps *.whl && rm *.whl
+
+# Install eflomal
+RUN git clone https://github.com/robertostling/eflomal.git
+RUN make -C eflomal/src
+RUN make -C eflomal/src install
+RUN rm -rf eflomal
+ENV EFLOMAL_PATH=/usr/local/bin
+
+# Install fast_align
+RUN apt-get install --no-install-recommends -y libgoogle-perftools-dev libsparsehash-dev
+RUN git clone https://github.com/clab/fast_align.git
+RUN mkdir fast_align/build
+RUN cmake -S fast_align -B fast_align/build
+RUN make -C fast_align/build
+RUN mv fast_align/build/atools fast_align/build/fast_align /usr/local/bin
+RUN rm -rf fast_align
+ENV FAST_ALIGN_PATH=/usr/local/bin
+
+# Install mgiza
+RUN apt-get install --no-install-recommends -y libboost-all-dev
+RUN git clone https://github.com/moses-smt/mgiza.git
+RUN cmake -S mgiza/mgizapp -B mgiza/mgizapp
+RUN make -C mgiza/mgizapp
+RUN make -C mgiza/mgizapp install
+RUN mv mgiza/mgizapp/inst/mgiza mgiza/mgizapp/inst/mkcls mgiza/mgizapp/inst/plain2snt mgiza/mgizapp/inst/snt2cooc /usr/local/bin
+RUN rm -rf mgiza
+ENV MGIZA_PATH=/usr/local/bin
+
+# Install meteor
+RUN wget "https://download.oracle.com/java/21/latest/jdk-21_linux-x64_bin.tar.gz"
+RUN tar -xf jdk-21_linux-x64_bin.tar.gz
+RUN rm jdk-21_linux-x64_bin.tar.gz
+RUN wget "http://www.cs.cmu.edu/~alavie/METEOR/download/meteor-1.5.tar.gz"
+RUN tar -xf meteor-1.5.tar.gz
+RUN rm meteor-1.5.tar.gz
+RUN mv meteor-1.5/meteor-1.5.jar /usr/local/bin
+RUN rm -rf meteor-1.5
+ENV METEOR_PATH=/usr/local/bin
+
+# Other environment variables
+ENV SIL_NLP_DATA_PATH=/aqua-ml-data
+RUN mkdir -p .cache/silnlp
+ENV SIL_NLP_CACHE_EXPERIMENT_DIR=/root/.cache/silnlp
+
+# Default docker run behavior
+ENTRYPOINT [ "/bin/bash", "-it" ]
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