FROM ubuntu:22.04 # Set environment variables to avoid some prompts ENV DEBIAN_FRONTEND=noninteractive # Update & install system dependencies RUN apt-get update && apt-get install -y \ wget \ curl \ git \ cmake \ build-essential \ python3 \ python3-pip \ python-is-python3 \ ca-certificates \ && rm -rf /var/lib/apt/lists/* # Install LLVM # Clone the BitNet repository RUN git clone --recursive https://github.com/microsoft/BitNet.git WORKDIR /BitNet # Install Python dependencies RUN pip install --upgrade pip && \ pip install -r requirements.txt # Hugging Face CLI setup RUN pip install huggingface_hub # Optional: Pass HF_TOKEN as build-arg or mount config manually # If model requires authentication, make sure to set HF_TOKEN in build ARG HF_TOKEN RUN huggingface-cli login --token $HF_TOKEN || true # Download model into models/ folder RUN huggingface-cli download tiiuae/Falcon3-7B-Instruct-1.58bit-GGUF --local-dir models/ RUN python utils/codegen_tl1.py --model bitnet_b1_58-3B --BM 160,320,320 --BK 64,128,64 --bm 32,64,32 # Run cmake build process (assumes a CMakeLists.txt is in place) RUN mkdir -p build && cd build && cmake .. && make -j$(nproc) # Set default command CMD ["python", "app.py"]