- 操纵系统:ubuntu22.04
- OpenCV版本:OpenCV4.9
- IDE:Visual Studio Code
- 编程语言:C++11
概述
听说最近很火的DeepSeek,就像本地化摆设一个看看,发现本地化摆设很简单,在这儿记录一下。
下载Ollama
看好多指导都是先下载Ollama,起首去Ollama网站,打开网址后如下所示:
点击Download按钮,如下图所示:
按照网页中的指导,去实行一个shell命令:
- curl -fsSL https://ollama.com/install.sh | sh
复制代码 命令开始实行,如下所示:
可是,下载速率太慢了!根本没法下载,这个得想办法了,有人会科学下载,我呢是去https://github.com/ollama/ollama下载
打开网页后,看到下图箭头所示,有个Release模块,底下是要下载的文件的版本号
点击版本号,进入下一页,如图所示:
下载上图中箭头所指的文件,然后就期待下载进度了,我下载还是很快的,大概用了几分钟吧。下载的文件名是ollama-linux-amd64.tgz,大小是1.7G。
安装Ollama
由于我是单独下载了安装包,以是必要修改一下ollama提供的安装脚本,把脚本里的下载文件的代码去掉。
实行下面的shell命令,下载安装脚本。
- curl -fsSL https://ollama.com/install.sh -o ollama_install.sh
复制代码 ollama_install.sh脚本的内容如下图所示:
把以下这段脚本代码修改,去掉下载环节:
- curl --fail --show-error --location --progress-bar \
- "https://ollama.com/download/ollama-linux-${ARCH}.tgz${VER_PARAM}" | \
- $SUDO tar -xzf - -C "$OLLAMA_INSTALL_DIR"
复制代码 改后的代码:
- $SUDO tar -xzf ollama-linux-amd64.tgz -C "$OLLAMA_INSTALL_DIR"
复制代码 修改后的完备的ollama_install.sh脚本内容如下所示:
- #!/bin/sh# This script installs Ollama on Linux.# It detects the current operating system architecture and installs the appropriate version of Ollama.set -eured="$( (/usr/bin/tput bold || :; /usr/bin/tput setaf 1 || :) 2>&-)"plain="$( (/usr/bin/tput sgr0 || :) 2>&-)"status() { echo ">>> $*" >&2; }error() { echo "${red}ERROR:${plain} $*"; exit 1; }warning() { echo "${red}WARNING:${plain} $*"; }TEMP_DIR=$(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: $ARCH" ;;esacIS_WSL2=falseKERN=$(uname -r)case "$KERN" in *icrosoft*WSL2 | *icrosoft*wsl2) IS_WSL2=true;; *icrosoft) error "Microsoft WSL1 is not currently supported. Please use WSL2 with 'wsl --set-version <distro> 2'" ;; *) ;;esacVER_PARAM="${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 1fifor BINDIR in /usr/local/bin /usr/bin /bin; do echo $PATH | grep -q $BINDIR && break || continuedoneOLLAMA_INSTALL_DIR=$(dirname ${BINDIR})if [ -d "$OLLAMA_INSTALL_DIR/lib/ollama" ] ; then status "Cleaning up old version at $OLLAMA_INSTALL_DIR/lib/ollama" $SUDO rm -rf "$OLLAMA_INSTALL_DIR/lib/ollama"fistatus "Installing ollama to $OLLAMA_INSTALL_DIR"$SUDO install -o0 -g0 -m755 -d $BINDIR$SUDO install -o0 -g0 -m755 -d "$OLLAMA_INSTALL_DIR"status "Downloading Linux ${ARCH} bundle"$SUDO tar -xzf ollama-linux-amd64.tgz -C "$OLLAMA_INSTALL_DIR"
- if [ "$OLLAMA_INSTALL_DIR/bin/ollama" != "$BINDIR/ollama" ] ; then status "Making ollama accessible in the PATH in $BINDIR" $SUDO ln -sf "$OLLAMA_INSTALL_DIR/ollama" "$BINDIR/ollama"fi# Check for NVIDIA JetPack systems with additional downloadsif [ -f /etc/nv_tegra_release ] ; then if grep R36 /etc/nv_tegra_release > /dev/null ; then status "Downloading JetPack 6 components" curl --fail --show-error --location --progress-bar \ "https://ollama.com/download/ollama-linux-${ARCH}-jetpack6.tgz${VER_PARAM}" | \ $SUDO tar -xzf - -C "$OLLAMA_INSTALL_DIR" elif grep R35 /etc/nv_tegra_release > /dev/null ; then status "Downloading JetPack 5 components" curl --fail --show-error --location --progress-bar \ "https://ollama.com/download/ollama-linux-${ARCH}-jetpack5.tgz${VER_PARAM}" | \ $SUDO tar -xzf - -C "$OLLAMA_INSTALL_DIR" else warning "Unsupported JetPack version detected. GPU may not be supported" fifiinstall_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() { $SUDO systemctl restart ollama; } trap start_service EXIT ;; *) warning "systemd is not running" if [ "$IS_WSL2" = true ]; then warning "see https://learn.microsoft.com/en-us/windows/wsl/systemd#how-to-enable-systemd to enable it" fi ;; esac}if available systemctl; then configure_systemdfi# WSL2 only supports GPUs via nvidia passthrough# so check for nvidia-smi to determine if GPU is availableif [ "$IS_WSL2" = true ]; then if available nvidia-smi && [ -n "$(nvidia-smi | grep -o "CUDA Version: [0-9]*\.[0-9]*")" ]; then status "Nvidia GPU detected." fi install_success exit 0fi# Don't attempt to install drivers on Jetson systemsif [ -f /etc/nv_tegra_release ] ; then status "NVIDIA JetPack ready." install_success exit 0fi# Install GPU dependencies on Linuxif ! 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 -disable network | grep -q 'vendor: .* \[10DE\]' || return 1 ;; amdgpu) available lshw && $SUDO lshw -c display -numeric -disable network | 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 status "Downloading Linux ROCm ${ARCH} bundle" curl --fail --show-error --location --progress-bar \ "https://ollama.com/download/ollama-linux-${ARCH}-rocm.tgz${VER_PARAM}" | \ $SUDO tar -xzf - -C "$OLLAMA_INSTALL_DIR" install_success status "AMD GPU ready." exit 0fiCUDA_REPO_ERR_MSG="NVIDIA GPU detected, but your OS and Architecture are not supported by NVIDIA. Please install the CUDA driver manually https://docs.nvidia.com/cuda/cuda-installation-guide-linux/"# 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 if curl -I --silent --fail --location "https://developer.download.nvidia.com/compute/cuda/repos/$1$2/$(uname -m | sed -e 's/aarch64/sbsa/')/cuda-$1$2.repo" >/dev/null ; then $SUDO $PACKAGE_MANAGER-config-manager --add-repo https://developer.download.nvidia.com/compute/cuda/repos/$1$2/$(uname -m | sed -e 's/aarch64/sbsa/')/cuda-$1$2.repo else error $CUDA_REPO_ERR_MSG fi ;; dnf) if curl -I --silent --fail --location "https://developer.download.nvidia.com/compute/cuda/repos/$1$2/$(uname -m | sed -e 's/aarch64/sbsa/')/cuda-$1$2.repo" >/dev/null ; then $SUDO $PACKAGE_MANAGER config-manager --add-repo https://developer.download.nvidia.com/compute/cuda/repos/$1$2/$(uname -m | sed -e 's/aarch64/sbsa/')/cuda-$1$2.repo else error $CUDA_REPO_ERR_MSG fi ;; 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...' if curl -I --silent --fail --location "https://developer.download.nvidia.com/compute/cuda/repos/$1$2/$(uname -m | sed -e 's/aarch64/sbsa/')/cuda-keyring_1.1-1_all.deb" >/dev/null ; then curl -fsSL -o $TEMP_DIR/cuda-keyring.deb https://developer.download.nvidia.com/compute/cuda/repos/$1$2/$(uname -m | sed -e 's/aarch64/sbsa/')/cuda-keyring_1.1-1_all.deb else error $CUDA_REPO_ERR_MSG fi 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 '39' ] && install_cuda_driver_yum $OS_NAME $OS_VERSION || install_cuda_driver_yum $OS_NAME '39';; amzn) install_cuda_driver_yum 'fedora' '37' ;; debian) install_cuda_driver_apt $OS_NAME $OS_VERSION ;; ubuntu) install_cuda_driver_apt $OS_NAME $(echo $OS_VERSION | sed 's/\.//') ;; *) exit ;; esacfiif ! lsmod | grep -q nvidia || ! lsmod | grep -q nvidia_uvm; then KERNEL_RELEASE="$(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 nvidia $SUDO modprobe nvidia_uvmfi# make sure the NVIDIA modules are loaded on boot with nvidia-persistencedif available nvidia-persistenced; then $SUDO touch /etc/modules-load.d/nvidia.conf MODULES="nvidia nvidia-uvm" for MODULE in $MODULES; do if ! grep -qxF "$MODULE" /etc/modules-load.d/nvidia.conf; then echo "$MODULE" | $SUDO tee -a /etc/modules-load.d/nvidia.conf > /dev/null fi donefistatus "NVIDIA GPU ready."install_success
复制代码 然后实行安装脚本,开始安装。
安装完成后,出现此下图所示的输出,说明安装完成了
输入以下指令,验证是否安装成功:
若是出现了版本号的输出,说明安装成功了,如下图所示:
ollama服务设置
先停止ollama服务:
- sudo systemctl stop ollama
复制代码 再打开Ollama 服务文件:
- sudo vi /etc/systemd/system/ollama.service
复制代码 在[Service]部门下,添加一行内容为Environment=“OLLAMA_HOST=0.0.0.0”,如下所示:
- [Unit]
- Description=Ollama Service
- After=network-online.target
- [Service]
- ExecStart=/usr/local/bin/ollama serve
- User=ollama
- Group=ollama
- Restart=always
- RestartSec=3
- Environment="PATH=/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/snap/bin"
- # 设置监听地址(关键修改)
- Environment="OLLAMA_HOST=0.0.0.0"
- [Install]
- WantedBy=default.target
- ~
- ~
- ~
复制代码 系统重新加载服务设置文件:
- sudo systemctl daemon-reload
复制代码 启动 Ollama 服务:实行sudo systemctl start ollama
,使新的设置生效
- sudo systemctl start ollama
复制代码 摆设模型
实行以下指令,开始摆设模型
- ollama run deepseek-r1:32b
复制代码 我的显卡是4090,以是我选择32b,
下图是显卡选择参数的表格,仅供参考:
开始摆设中:
这个速率有点慢,可能会有几个小时,得耐心期待。
完成后,会有上图所示的输出信息。
测试
我问了个问题,我很焦虑怎么办
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