diff --git a/Dockerfile b/Dockerfile
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+++ b/Dockerfile
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+FROM nvidia/cuda:12.4.1-runtime-ubuntu22.04
+
+ENV DEBIAN_FRONTEND=noninteractive
+
+RUN apt-get update && apt-get install -y --no-install-recommends \
+    software-properties-common \
+    && add-apt-repository ppa:deadsnakes/ppa -y \
+    && apt-get update && apt-get install -y --no-install-recommends \
+    python3.12 \
+    python3.12-venv \
+    python3.12-dev \
+    libgl1 \
+    libglib2.0-0 \
+    libxext6 \
+    git \
+    curl \
+    g++ \
+    && rm -rf /var/lib/apt/lists/* \
+    && ln -sf /usr/bin/python3.12 /usr/bin/python \
+    && ln -sf /usr/bin/python3.12 /usr/bin/python3
+
+RUN curl -LsSf https://astral.sh/uv/install.sh | sh
+ENV PATH="/root/.local/bin:${PATH}"
+
+WORKDIR /app
+
+RUN git clone --depth 1 https://github.com/sudolulo/if_curator_headless.git . \
+    && uv sync --extra gpu \
+    && uv cache clean
+
+RUN groupadd -g 568 apps \
+    && useradd -u 568 -g apps -m -s /bin/bash appuser \
+    && chown -R appuser:apps /app
+
+USER appuser
+
+ENV FORCE_CPU=false
+
+ENTRYPOINT ["uv", "run", "if-curator"]