diff --git a/Dockerfile b/Dockerfile
new file mode 100644
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--- /dev/null
+++ b/Dockerfile
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+FROM python:3.10.10-slim-bullseye
+WORKDIR /picogpt
+ADD . /picogpt
+RUN apt-get update && apt-get -y install gcc
+RUN pip install --upgrade pip
+RUN pip install -r requirements.txt
+RUN apt-get -y autoremove gcc
+ENTRYPOINT ["python", "gpt2.py"]