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μInference

Research platform for micro inference server for SL5

Overview

μInference creates a minimal bootable Linux ISO with embedded LLaMA model inference capabilities. It packages llama2.c into a custom Linux distribution that boots directly into an inference environment.

Quick Start

Prerequisites (Ubuntu/WSL2)

sudo apt update && sudo apt install -y \
    build-essential gcc g++ make git wget curl \
    xorriso mtools dosfstools \
    flex bison bc kmod cpio \
    libelf-dev libssl-dev \
    libncurses-dev \
    qemu-system-x86 \
    lld nasm

Build

# Clone and build
git clone https://github.com/luiscosio/muinference
cd muinference
make iso

# Test in QEMU
make boot_iso

Usage

Once booted, you can interact with the LLaMA model using the talk command:

# Ask a question
talk "What is the meaning of life?"

# Tell a story
talk "Tell me a story about a robot"

Build Options

make help          # Show all targets
make iso           # Build ISO (default)
make boot_iso      # Test in QEMU
make clean         # Clean build artifacts
make distclean     # Remove all sources

Speed up builds:

make fast-build    # Maximum parallelization
make JOBS=8 iso    # Use 8 parallel jobs

Output

Creates l2e_boot/muinference.iso (~50MB) containing:

  • Linux kernel 6.5 with L2E module
  • llama2.c with stories15M model (15M parameters)
  • Minimal userspace (musl + busybox)

License

  • Linux kernel: GPL v2
  • llama2.c: MIT
  • Project: MIT

Acknowledgments