Dockerfile

FROM python:3.9-slim

# Install required packages including pkg-config
RUN apt-get update && apt-get install -y \
    build-essential \
    wget \
    libopenblas-dev \
    ninja-build \
    pkg-config \
    && rm -rf /var/lib/apt/lists/*

# Set environment variables for optimal performance
ENV CMAKE_ARGS="-DLLAMA_BLAS=ON -DLLAMA_BLAS_VENDOR=OpenBLAS -DLLAMA_AVX=ON -DLLAMA_AVX2=ON -DLLAMA_F16C=ON -DLLAMA_FMA=ON"
ENV FORCE_CMAKE=1
ENV OMP_NUM_THREADS=4
ENV OPENBLAS_NUM_THREADS=4

RUN useradd -m -u 1000 user
USER user
ENV PATH="/home/user/.local/bin:$PATH"
WORKDIR /app

RUN wget https://huggingface.co/cigol123/MKLLM-7B-Instruct-Q4_K_S-GGUF/resolve/main/mkllm-7b-instruct-q4_k_s.gguf

COPY --chown=user ./requirements.txt requirements.txt
RUN pip install --no-cache-dir --upgrade -r requirements.txt

COPY --chown=user . /app
CMD ["python", "app.py"]