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Linux内网离线安装Ollama

10 人参与  2024年04月26日 18:52  分类 : 《关于电脑》  评论

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1、在线安装

在线安装地址https://ollama.com/download选择服务器系统,按照步骤完成安装

2、离线安装

步骤1:查看服务器CPU的型号
## 查看Linux系统CPU型号命令,我的服务器cpu型号是x86_64lscpu

在这里插入图片描述

步骤2:根据CPU型号下载Ollama安装包,并保存到/home/Ollama目录

我下载的是Ollama的v0.1.31版本,后面均以此版本为例说明

下载地址 https://github.com/ollama/ollama/releases/

# x86_64 CPU选择下载ollama-linux-amd64# aarch64|arm64 CPU选择下载ollama-linux-arm64

在这里插入图片描述

步骤3:离线下载Linux环境的Ollama安装脚本,并保存到/home/Ollama目录
## 下载地址1,浏览器中打开下面地址https://ollama.com/install.sh## 下载地址2https://github.com/ollama/ollama/blob/main/scripts/install.sh## 国内加速可访问https://gitee.com/ai-big-model/ollama/blob/main/scripts/install.sh
步骤4:修改install.sh脚本

总共需要修改两个点,第一:Ollama下载地址;第二:Ollama安装包存放目录

第一处修改,注释下载链接

status "Downloading ollama..."## 在install.sh的第65行#curl --fail --show-error --location --progress-bar -o $TEMP_DIR/ollama "https://ollama.com/download/ollama-linux-${ARCH}${VER_PARAM}"

第二处修改,修改ollama安装目录

status "Installing ollama to $BINDIR..."$SUDO install -o0 -g0 -m755 -d $BINDIR## 在install.sh的第73行#$SUDO install -o0 -g0 -m755 $TEMP_DIR/ollama $BINDIR/ollama$SUDO install -o0 -g0 -m755 ./ollama-linux-amd64  $BINDIR/ollama

修改后的install.sh文件,v0.1.31版本

#!/bin/sh# This script installs Ollama on Linux.# It detects the current operating system architecture and installs the appropriate version of Ollama.set -eustatus() { echo ">>> $*" >&2; }error() { echo "ERROR $*"; exit 1; }warning() { echo "WARNING: $*"; }TEMP_DIR=$(mktemp -d)cleanup() { rm -rf $TEMP_DIR; }trap cleanup EXITavailable() { command -v $1 >/dev/null; }require() {    local MISSING=''    for TOOL in $*; do        if ! available $TOOL; then            MISSING="$MISSING $TOOL"        fi    done    echo $MISSING}[ "$(uname -s)" = "Linux" ] || error 'This script is intended to run on Linux only.'ARCH=$(uname -m)case "$ARCH" in    x86_64) ARCH="amd64" ;;    aarch64|arm64) ARCH="arm64" ;;    *) error "Unsupported architecture: $ARCH" ;;esacKERN=$(uname -r)case "$KERN" in    *icrosoft*WSL2 | *icrosoft*wsl2) ;;    *icrosoft) error "Microsoft WSL1 is not currently supported. Please upgrade to WSL2 with 'wsl --set-version <distro> 2'" ;;    *) ;;esacVER_PARAM="${OLLAMA_VERSION:+?version=$OLLAMA_VERSION}"SUDO=if [ "$(id -u)" -ne 0 ]; then    # Running as root, no need for sudo    if ! available sudo; then        error "This script requires superuser permissions. Please re-run as root."    fi    SUDO="sudo"fiNEEDS=$(require curl awk grep sed tee xargs)if [ -n "$NEEDS" ]; then    status "ERROR: The following tools are required but missing:"    for NEED in $NEEDS; do        echo "  - $NEED"    done    exit 1fistatus "Downloading ollama..."# curl --fail --show-error --location --progress-bar -o $TEMP_DIR/ollama "https://ollama.com/download/ollama-linux-${ARCH}${VER_PARAM}"for BINDIR in /usr/local/bin /usr/bin /bin; do    echo $PATH | grep -q $BINDIR && break || continuedonestatus "Installing ollama to $BINDIR..."$SUDO install -o0 -g0 -m755 -d $BINDIR# $SUDO install -o0 -g0 -m755 $TEMP_DIR/ollama $BINDIR/ollama$SUDO install -o0 -g0 -m755 ./ollama-linux-amd64  $BINDIR/ollamainstall_success() {     status 'The Ollama API is now available at 127.0.0.1:11434.'    status 'Install complete. Run "ollama" from the command line.'}trap install_success EXIT# Everything from this point onwards is optional.configure_systemd() {    if ! id ollama >/dev/null 2>&1; then        status "Creating ollama user..."        $SUDO useradd -r -s /bin/false -U -m -d /usr/share/ollama ollama    fi    if getent group render >/dev/null 2>&1; then        status "Adding ollama user to render group..."        $SUDO usermod -a -G render ollama    fi    if getent group video >/dev/null 2>&1; then        status "Adding ollama user to video group..."        $SUDO usermod -a -G video ollama    fi    status "Adding current user to ollama group..."    $SUDO usermod -a -G ollama $(whoami)    status "Creating ollama systemd service..."    cat <<EOF | $SUDO tee /etc/systemd/system/ollama.service >/dev/null[Unit]Description=Ollama ServiceAfter=network-online.target[Service]ExecStart=$BINDIR/ollama serveUser=ollamaGroup=ollamaRestart=alwaysRestartSec=3Environment="PATH=$PATH"[Install]WantedBy=default.targetEOF    SYSTEMCTL_RUNNING="$(systemctl is-system-running || true)"    case $SYSTEMCTL_RUNNING in        running|degraded)            status "Enabling and starting ollama service..."            $SUDO systemctl daemon-reload            $SUDO systemctl enable ollama            start_service() { $SUDO systemctl restart ollama; }            trap start_service EXIT            ;;    esac}if available systemctl; then    configure_systemdfiif ! available lspci && ! available lshw; then    warning "Unable to detect NVIDIA/AMD GPU. Install lspci or lshw to automatically detect and install GPU dependencies."    exit 0ficheck_gpu() {    # Look for devices based on vendor ID for NVIDIA and AMD    case $1 in        lspci)             case $2 in                nvidia) available lspci && lspci -d '10de:' | grep -q 'NVIDIA' || return 1 ;;                amdgpu) available lspci && lspci -d '1002:' | grep -q 'AMD' || return 1 ;;            esac ;;        lshw)             case $2 in                nvidia) available lshw && $SUDO lshw -c display -numeric | grep -q 'vendor: .* \[10DE\]' || return 1 ;;                amdgpu) available lshw && $SUDO lshw -c display -numeric | grep -q 'vendor: .* \[1002\]' || return 1 ;;            esac ;;        nvidia-smi) available nvidia-smi || return 1 ;;    esac}if check_gpu nvidia-smi; then    status "NVIDIA GPU installed."    exit 0fiif ! check_gpu lspci nvidia && ! check_gpu lshw nvidia && ! check_gpu lspci amdgpu && ! check_gpu lshw amdgpu; then    install_success    warning "No NVIDIA/AMD GPU detected. Ollama will run in CPU-only mode."    exit 0fiif check_gpu lspci amdgpu || check_gpu lshw amdgpu; then    # Look for pre-existing ROCm v6 before downloading the dependencies    for search in "${HIP_PATH:-''}" "${ROCM_PATH:-''}" "/opt/rocm"; do        if [ -n "${search}" ] && [ -e "${search}/lib/libhipblas.so.2" ]; then            status "Compatible AMD GPU ROCm library detected at ${search}"            install_success            exit 0        fi    done    status "Downloading AMD GPU dependencies..."    $SUDO rm -rf /usr/share/ollama/lib    $SUDO chmod o+x /usr/share/ollama    $SUDO install -o ollama -g ollama -m 755 -d /usr/share/ollama/lib/rocm    curl --fail --show-error --location --progress-bar "https://ollama.com/download/ollama-linux-amd64-rocm.tgz${VER_PARAM}" \        | $SUDO tar zx --owner ollama --group ollama -C /usr/share/ollama/lib/rocm .    install_success    status "AMD GPU dependencies installed."    exit 0fi# ref: https://docs.nvidia.com/cuda/cuda-installation-guide-linux/index.html#rhel-7-centos-7# ref: https://docs.nvidia.com/cuda/cuda-installation-guide-linux/index.html#rhel-8-rocky-8# ref: https://docs.nvidia.com/cuda/cuda-installation-guide-linux/index.html#rhel-9-rocky-9# ref: https://docs.nvidia.com/cuda/cuda-installation-guide-linux/index.html#fedorainstall_cuda_driver_yum() {    status 'Installing NVIDIA repository...'    case $PACKAGE_MANAGER in        yum)            $SUDO $PACKAGE_MANAGER -y install yum-utils            $SUDO $PACKAGE_MANAGER-config-manager --add-repo https://developer.download.nvidia.com/compute/cuda/repos/$1$2/$(uname -m)/cuda-$1$2.repo            ;;        dnf)            $SUDO $PACKAGE_MANAGER config-manager --add-repo https://developer.download.nvidia.com/compute/cuda/repos/$1$2/$(uname -m)/cuda-$1$2.repo            ;;    esac    case $1 in        rhel)            status 'Installing EPEL repository...'            # EPEL is required for third-party dependencies such as dkms and libvdpau            $SUDO $PACKAGE_MANAGER -y install https://dl.fedoraproject.org/pub/epel/epel-release-latest-$2.noarch.rpm || true            ;;    esac    status 'Installing CUDA driver...'    if [ "$1" = 'centos' ] || [ "$1$2" = 'rhel7' ]; then        $SUDO $PACKAGE_MANAGER -y install nvidia-driver-latest-dkms    fi    $SUDO $PACKAGE_MANAGER -y install cuda-drivers}# ref: https://docs.nvidia.com/cuda/cuda-installation-guide-linux/index.html#ubuntu# ref: https://docs.nvidia.com/cuda/cuda-installation-guide-linux/index.html#debianinstall_cuda_driver_apt() {    status 'Installing NVIDIA repository...'    curl -fsSL -o $TEMP_DIR/cuda-keyring.deb https://developer.download.nvidia.com/compute/cuda/repos/$1$2/$(uname -m)/cuda-keyring_1.1-1_all.deb    case $1 in        debian)            status 'Enabling contrib sources...'            $SUDO sed 's/main/contrib/' < /etc/apt/sources.list | $SUDO tee /etc/apt/sources.list.d/contrib.list > /dev/null            if [ -f "/etc/apt/sources.list.d/debian.sources" ]; then                $SUDO sed 's/main/contrib/' < /etc/apt/sources.list.d/debian.sources | $SUDO tee /etc/apt/sources.list.d/contrib.sources > /dev/null            fi            ;;    esac    status 'Installing CUDA driver...'    $SUDO dpkg -i $TEMP_DIR/cuda-keyring.deb    $SUDO apt-get update    [ -n "$SUDO" ] && SUDO_E="$SUDO -E" || SUDO_E=    DEBIAN_FRONTEND=noninteractive $SUDO_E apt-get -y install cuda-drivers -q}if [ ! -f "/etc/os-release" ]; then    error "Unknown distribution. Skipping CUDA installation."fi. /etc/os-releaseOS_NAME=$IDOS_VERSION=$VERSION_IDPACKAGE_MANAGER=for PACKAGE_MANAGER in dnf yum apt-get; do    if available $PACKAGE_MANAGER; then        break    fidoneif [ -z "$PACKAGE_MANAGER" ]; then    error "Unknown package manager. Skipping CUDA installation."fiif ! check_gpu nvidia-smi || [ -z "$(nvidia-smi | grep -o "CUDA Version: [0-9]*\.[0-9]*")" ]; then    case $OS_NAME in        centos|rhel) install_cuda_driver_yum 'rhel' $(echo $OS_VERSION | cut -d '.' -f 1) ;;        rocky) install_cuda_driver_yum 'rhel' $(echo $OS_VERSION | cut -c1) ;;        fedora) [ $OS_VERSION -lt '37' ] && install_cuda_driver_yum $OS_NAME $OS_VERSION || install_cuda_driver_yum $OS_NAME '37';;        amzn) install_cuda_driver_yum 'fedora' '37' ;;        debian) install_cuda_driver_apt $OS_NAME $OS_VERSION ;;        ubuntu) install_cuda_driver_apt $OS_NAME $(echo $OS_VERSION | sed 's/\.//') ;;        *) exit ;;    esacfiif ! lsmod | grep -q nvidia; then    KERNEL_RELEASE="$(uname -r)"    case $OS_NAME in        rocky) $SUDO $PACKAGE_MANAGER -y install kernel-devel kernel-headers ;;        centos|rhel|amzn) $SUDO $PACKAGE_MANAGER -y install kernel-devel-$KERNEL_RELEASE kernel-headers-$KERNEL_RELEASE ;;        fedora) $SUDO $PACKAGE_MANAGER -y install kernel-devel-$KERNEL_RELEASE ;;        debian|ubuntu) $SUDO apt-get -y install linux-headers-$KERNEL_RELEASE ;;        *) exit ;;    esac    NVIDIA_CUDA_VERSION=$($SUDO dkms status | awk -F: '/added/ { print $1 }')    if [ -n "$NVIDIA_CUDA_VERSION" ]; then        $SUDO dkms install $NVIDIA_CUDA_VERSION    fi    if lsmod | grep -q nouveau; then        status 'Reboot to complete NVIDIA CUDA driver install.'        exit 0    fi    $SUDO modprobe nvidiafistatus "NVIDIA CUDA drivers installed."
步骤4:运行 install.sh脚本 ,安装
# 执行installl.sh脚本,需要sudo 权限  chmod +x install.sh./install.sh# 如果报错误权限不足,执行chmod +x install.sh# 如果报错误: bash: ./build_android.sh:/bin/sh^M:解释器错误: 没有那个文件或目录,执行sed -i 's/\r$//' install.sh

在这里插入图片描述

步骤5:配置大模型下载目录
# 执行命令vim ~/.bashrc# 配置 OLLAMA_MODELS 环境变量自定义路径### ollama model dir 改为自定义的路径,默认路径/usr/share/ollama/.ollama/models export OLLAMA_MODELS=/home/Ollama/ollama_cache# 复制/usr/share/ollama/.ollama/models目录中(blobs  manifests)的文件夹到OLLAMA_MODELS环境变量目录cp -r /usr/share/ollama/.ollama/models /home/Ollama/ollama_cache
步骤6:运行大模型,如通义千问
# 需要先将大模型下载到OLLAMA_MODELS文件中# ollama run <模型名称>ollama run qwen
步骤7:关闭 Ollama 服务
# 关闭ollama服务service ollama stop

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