diff --git a/Dockerfile b/Dockerfile
index 9a445901..19652913 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,61 +1,42 @@
-FROM python:3.11-slim AS base
-ENV DEBIAN_FRONTEND=noninteractive
-ENV ACCEPT_EULA=y
-WORKDIR /opt/app-root/src/mostlyai/
+FROM alpine:latest AS alpine
+# ! We're using alpine as a hack to fetch the musl libraries.
 
-FROM base AS deps
-
-USER root
-
-RUN groupadd -r nonroot && useradd -r -g nonroot -m nonroot
+FROM cgr.dev/chainguard/wolfi-base:latest AS base
+ENV LANG="C.UTF-8"
+ENV UV_FROZEN=true
+ENV UV_NO_CACHE=true
 
-RUN apt-get update -y \
-  && apt-get install -y libaio1 curl gnupg unzip \
-  # * PostgreSQL Connector Dependencies
-  && apt-get install -y libpq-dev gcc g++ \
-  # * Kerberos Dependencies for Hive Connector
-  && apt-get install -y libkrb5-dev krb5-user \
-  && apt-get clean \
-  && rm -rf /var/lib/apt/lists/*
+WORKDIR /app
+RUN chmod 777 /app
+RUN apk add --no-cache wget bash tzdata
+RUN apk add --no-cache python-3.12-dev
+RUN apk add --no-cache uv
+COPY --from=alpine --chmod=755 /lib/*musl-*.so.1 /lib/
+USER nonroot
 
-RUN VERSION_ID=$(grep VERSION_ID /etc/os-release | cut -d '"' -f 2) \
-  && curl -sSL -o /tmp/packages-microsoft-prod.deb https://packages.microsoft.com/config/debian/$VERSION_ID/packages-microsoft-prod.deb \
-  && dpkg -i /tmp/packages-microsoft-prod.deb \
-  && apt-get update -y \
-  && apt-get install -y unixodbc-dev msodbcsql18 mssql-tools \
-  && apt-get clean \
-  && rm -f /tmp/packages-microsoft-prod.deb \
-  && rm -rf /var/lib/apt/lists/*
-ENV PATH="/opt/mssql-tools/bin:$PATH"
+FROM base AS final
+USER root
+RUN apk add --no-cache krb5-dev libpq unixodbc-dev libaio krb5
+RUN CURRENT_ARCH=$(uname -m | sed 's|x86_64|amd64|g') \
+  && wget https://download.microsoft.com/download/fae28b9a-d880-42fd-9b98-d779f0fdd77f/msodbcsql18_18.5.1.1-1_$CURRENT_ARCH.apk -qO /tmp/msodbcsql.apk \
+  && apk add --no-cache --allow-untrusted /tmp/msodbcsql.apk  \
+  && rm -rf /tmp/msodbcsql.apk \
+  && apk add --no-cache glibc-iconv
 
-# * Oracle Connector Dependencies
 RUN CURRENT_ARCH=$(uname -m | sed 's|x86_64|x64|g') \
-  && if [ "$CURRENT_ARCH" = "x64" ]; then \
-  curl https://download.oracle.com/otn_software/linux/instantclient/211000/instantclient-basic-linux.$CURRENT_ARCH-21.1.0.0.0.zip \
-  -o /tmp/oracle-instantclient.zip \
-  && curl https://download.oracle.com/otn_software/linux/instantclient/211000/instantclient-sqlplus-linux.$CURRENT_ARCH-21.1.0.0.0.zip \
-  -o /tmp/oracle-sqlplus.zip \
+  && if [ "$CURRENT_ARCH" != "x64" ]; then exit 0; fi \
+  && wget https://download.oracle.com/otn_software/linux/instantclient/211000/instantclient-basic-linux.$CURRENT_ARCH-21.1.0.0.0.zip -qO /tmp/oracle-instantclient.zip \
+  && wget https://download.oracle.com/otn_software/linux/instantclient/211000/instantclient-sqlplus-linux.$CURRENT_ARCH-21.1.0.0.0.zip -qO /tmp/oracle-sqlplus.zip \
   && unzip /tmp/oracle-instantclient.zip -d /opt/oracle \
   && unzip /tmp/oracle-sqlplus.zip -d /opt/oracle \
-  && sh -c "echo '/opt/oracle/instantclient_21_1' > /etc/ld.so.conf.d/oracle-instantclient.conf" \
-  && ldconfig \
-  && rm -rf /tmp/* \
-  ; fi
-
-ENV PATH="/opt/oracle/opt/oracle/instantclient_21_1:$PATH"
-ENV LD_LIBRARY_PATH=/opt/oracle/instantclient_21_1
-ENV ORACLE_HOME=/opt/oracle/instantclient_21_1
-
-FROM deps AS build
-ENV UV_SYSTEM_PYTHON=1
-ENV UV_FROZEN=true
-ENV UV_NO_CACHE=true
-ENV UV_PROJECT_ENVIRONMENT=/usr/local
-
-COPY --from=ghcr.io/astral-sh/uv:latest /uv /uvx /bin/
+  && rm -rf /tmp/oracle-sqlplus.zip /tmp/oracle-instantclient.zip \
+  && sh -c "echo '/opt/oracle/instantclient_21_1' > /etc/ld.so.conf.d/oracle-instantclient.conf"
+ENV PATH="$PATH:/opt/oracle/instantclient_21_1"
+ENV ORACLE_HOME="/opt/oracle/instantclient_21_1"
 
 COPY ./uv.lock ./pyproject.toml ./
-RUN uv sync --no-editable --all-extras --no-extra local-gpu \
+RUN apk add --no-cache --virtual temp-build-deps gcc~12 postgresql-dev \
+  && uv sync --no-editable --all-extras --no-extra local-gpu \
   --no-install-package torch \
   --no-install-package torchvision \
   --no-install-package torchaudio \
@@ -72,22 +53,22 @@ RUN uv sync --no-editable --all-extras --no-extra local-gpu \
   --no-install-package nvidia-cusolver-cu12 \
   --no-install-package nvidia-cusparselt-cu12 \
   --no-install-package nvidia-nccl-cu12 \
+  --no-install-package nvidia-cuda-runtime-cu12 \
+  --no-install-package nvidia-nvtx-cu12 \
   --no-install-package ray \
   --no-install-package cupy-cuda12x \
   --no-install-package triton \
   --no-install-package mostlyai \
-  --no-install-project
-
-RUN uv pip install --index-strategy unsafe-first-match torch==2.6.0+cpu torchvision==0.21.0+cpu --extra-index-url https://download.pytorch.org/whl/cpu
+  --no-install-project \
+  && apk del temp-build-deps
 
+RUN uv pip install torch==2.6.0 torchvision==0.21.0 --torch-backend=cpu
 COPY mostlyai ./mostlyai
 COPY README.md ./
 RUN uv pip install -e .
-
-COPY ./tools/docker_entrypoint.py /opt/app-root/src/entrypoint.py
+COPY ./tools/docker_entrypoint.py /app/entrypoint.py
 
 USER nonroot
-WORKDIR /home/nonroot
 
 EXPOSE 8080
-ENTRYPOINT [ "python", "/opt/app-root/src/entrypoint.py" ]
+ENTRYPOINT [ "uv", "run", "--project", "/app", "--", "/app/entrypoint.py" ]