LocalAI/aio/entrypoint.sh

#!/bin/bash

echo "===> LocalAI All-in-One (AIO) container starting..."

GPU_ACCELERATION=false
GPU_VENDOR=""

function check_intel() {
    if lspci | grep -E 'VGA|3D' | grep -iq intel; then
        echo "Intel GPU detected"
        if [ -d /opt/intel ]; then
            GPU_ACCELERATION=true
            GPU_VENDOR=intel
        else
            echo "Intel GPU detected, but Intel GPU drivers are not installed. GPU acceleration will not be available."
        fi
    fi
}

function check_nvidia_wsl() {
    if lspci | grep -E 'VGA|3D' | grep -iq "Microsoft Corporation Device 008e"; then
        # We make the assumption this WSL2 cars is NVIDIA, then check for nvidia-smi
        # Make sure the container was run with `--gpus all` as the only required parameter
        echo "NVIDIA GPU detected via WSL2"
        # nvidia-smi should be installed in the container
        if nvidia-smi; then
            GPU_ACCELERATION=true
            GPU_VENDOR=nvidia
        else
            echo "NVIDIA GPU detected via WSL2, but nvidia-smi is not installed. GPU acceleration will not be available."
        fi
    fi
}

function check_amd() {
    if lspci | grep -E 'VGA|3D' | grep -iq amd; then
        echo "AMD GPU detected"
        # Check if ROCm is installed
        if [ -d /opt/rocm ]; then
            GPU_ACCELERATION=true
            GPU_VENDOR=amd
        else
            echo "AMD GPU detected, but ROCm is not installed. GPU acceleration will not be available."
        fi
    fi
}

function check_nvidia() {
    if lspci | grep -E 'VGA|3D' | grep -iq nvidia; then
        echo "NVIDIA GPU detected"
        # nvidia-smi should be installed in the container
        if nvidia-smi; then
            GPU_ACCELERATION=true
            GPU_VENDOR=nvidia
        else
            echo "NVIDIA GPU detected, but nvidia-smi is not installed. GPU acceleration will not be available."
        fi
    fi
}

function check_metal() {
    if system_profiler SPDisplaysDataType | grep -iq 'Metal'; then
        echo "Apple Metal supported GPU detected"
        GPU_ACCELERATION=true
        GPU_VENDOR=apple
    fi
}

function detect_gpu() {
    case "$(uname -s)" in
        Linux)
            check_nvidia
            check_amd
            check_intel
            check_nvidia_wsl
            ;;
        Darwin)
            check_metal
            ;;
    esac
}

function detect_gpu_size() {
    # Attempting to find GPU memory size for NVIDIA GPUs
    if [ "$GPU_ACCELERATION" = true ] && [ "$GPU_VENDOR" = "nvidia" ]; then
        echo "NVIDIA GPU detected. Attempting to find memory size..."
        # Using head -n 1 to get the total memory of the 1st NVIDIA GPU detected.
        # If handling multiple GPUs is required in the future, this is the place to do it
        nvidia_sm=$(nvidia-smi --query-gpu=memory.total --format=csv,noheader,nounits | head -n 1)
        if [ ! -z "$nvidia_sm" ]; then
            echo "Total GPU Memory: $nvidia_sm MiB"
            # if bigger than 8GB, use 16GB
            #if [ "$nvidia_sm" -gt 8192 ]; then
            #    GPU_SIZE=gpu-16g
            #else
            GPU_SIZE=gpu-8g
            #fi
        else
            echo "Unable to determine NVIDIA GPU memory size. Falling back to CPU."
            GPU_SIZE=gpu-8g
        fi
    elif [ "$GPU_ACCELERATION" = true ] && [ "$GPU_VENDOR" = "intel" ]; then
        GPU_SIZE=intel
    # Default to a generic GPU size until we implement GPU size detection for non NVIDIA GPUs
    elif [ "$GPU_ACCELERATION" = true ]; then
        echo "Non-NVIDIA GPU detected. Specific GPU memory size detection is not implemented."
        GPU_SIZE=gpu-8g

    # default to cpu if GPU_SIZE is not set
    else
        echo "GPU acceleration is not enabled or supported. Defaulting to CPU."
        GPU_SIZE=cpu
    fi
}

function check_vars() {
    if [ -z "$MODELS" ]; then
        echo "MODELS environment variable is not set. Please set it to a comma-separated list of model YAML files to load."
        exit 1
    fi

    if [ -z "$PROFILE" ]; then
        echo "PROFILE environment variable is not set. Please set it to one of the following: cpu, gpu-8g, gpu-16g, apple"
        exit 1
    fi
}

detect_gpu
detect_gpu_size

PROFILE="${PROFILE:-$GPU_SIZE}" # default to cpu
export MODELS="${MODELS:-/aio/${PROFILE}/embeddings.yaml,/aio/${PROFILE}/rerank.yaml,/aio/${PROFILE}/text-to-speech.yaml,/aio/${PROFILE}/image-gen.yaml,/aio/${PROFILE}/text-to-text.yaml,/aio/${PROFILE}/speech-to-text.yaml,/aio/${PROFILE}/vision.yaml}"

check_vars

echo "===> Starting LocalAI[$PROFILE] with the following models: $MODELS"

exec /build/entrypoint.sh "$@"