diff --git a/.dockerignore b/.dockerignore
new file mode 100644
index 000000000..f59ec20aa
--- /dev/null
+++ b/.dockerignore
@@ -0,0 +1 @@
+*
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diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 000000000..3c5461064
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,30 @@
+FROM nvidia/cuda:13.3.1-cudnn-devel-ubuntu24.04
+
+RUN userdel -r ubuntu \
+    && useradd -m -u 1000 app \
+    && mkdir -p /app && chown -R app:app /app
+
+ENV DEBIAN_FRONTEND=noninteractive
+ENV PATH="/app/.venv/bin:/home/app/.local/bin:$PATH"
+
+RUN apt-get update && apt-get install --no-install-recommends -y \
+    git \
+    python3.12 \
+    python3-pip \
+    python3-dev \
+    python3-wheel \
+    python3-venv \
+    && apt-get clean \
+    && rm -rf /var/lib/apt/lists/*
+
+USER app
+
+WORKDIR /app
+
+RUN git clone https://github.com/FlashML-org/FreeToken.git .
+
+RUN python3.12 -m venv .venv
+
+RUN .venv/bin/python -m pip install -e ".[accel]"
+
+CMD [".venv/bin/python", "-m", "ft", "serve", "--model", "nvidia/Qwen3.6-35B-A3B-NVFP4"]
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