FROM nvidia/cuda:12.2.0-devel-ubuntu20.04 AS build ENV DEBIAN_FRONTEND=noninteractive # inlude kitware apt repo to allow us to grab latest cmake RUN apt-get update && apt-get install ca-certificates gpg wget RUN wget -O - https://apt.kitware.com/keys/kitware-archive-latest.asc 2>/dev/null | gpg --dearmor - | tee /usr/share/keyrings/kitware-archive-keyring.gpg >/dev/null RUN echo 'deb [signed-by=/usr/share/keyrings/kitware-archive-keyring.gpg] https://apt.kitware.com/ubuntu/ focal main' | tee /etc/apt/sources.list.d/kitware.list >/dev/null RUN apt-get update && apt-get install -y build-essential cmake libboost-dev libboost-thread-dev ADD ./ /turbopilot RUN mkdir /turbopilot/build WORKDIR /turbopilot/build RUN cmake -DGGML_CUBLAS=ON -DCMAKE_CUDA_COMPILER=/usr/local/cuda/bin/nvcc .. RUN make turbopilot FROM nvidia/cuda:12.2.0-runtime-ubuntu20.04 AS runtime WORKDIR /app COPY --from=build /turbopilot/build/bin/turbopilot /app/turbopilot ENV THREADS=4 ENV MODEL="/models/codegen-2B-multi-ggml-4bit-quant.bin" ENV BATCHSIZE=64 COPY ./run.sh /app/ EXPOSE 18080 CMD /app/run.sh