Ollama: Difference between revisions
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So, apparently I'm supposed to install the CUDA Toolkit? and the Driver?<ref>https://developer.nvidia.com/cuda-downloads?target_os=Linux&target_arch=x86_64&Distribution=Ubuntu&target_version=24.04&target_type=deb_network</ref> | So, apparently I'm supposed to install the CUDA Toolkit? and the Driver?<ref>https://developer.nvidia.com/cuda-downloads?target_os=Linux&target_arch=x86_64&Distribution=Ubuntu&target_version=24.04&target_type=deb_network</ref> | ||
But, simply installing the toolkit and rebooting managed to resolve my driver issue. | But, simply installing the toolkit and rebooting managed to resolve my driver issue. '''Temporarily''' | ||
<pre> | <pre> | ||
Line 491: | Line 491: | ||
</pre> | </pre> | ||
I say 'temporarily' because things shortly went badly and I spent hours installing, removing, re-installing various NVidia drivers. The Internet is full of problem reports trying to get NVidia drivers working properly on Ubuntu. | |||
== Errors installing NVidia driver == | == Errors installing NVidia driver == | ||
Line 517: | Line 518: | ||
E: Sub-process /usr/bin/dpkg returned an error code (1) | E: Sub-process /usr/bin/dpkg returned an error code (1) | ||
</pre> | </pre> | ||
Eventually, after totally purging everything NVidia-related, and starting over, I seem to have a working system that survives reboots. (I saved a transcript of the misery in email under 'NVidia driver F*ckup'.) Supposedly, there is a newer driver available as 'production' but I didn't want to try upgrading. | |||
<pre> | |||
$ nvidia-smi | |||
Thu Jun 19 08:50:34 2025 | |||
+-----------------------------------------------------------------------------------------+ | |||
| NVIDIA-SMI 550.144.03 Driver Version: 550.144.03 CUDA Version: 12.4 | | |||
|-----------------------------------------+------------------------+----------------------+ | |||
| GPU Name Persistence-M | Bus-Id Disp.A | Volatile Uncorr. ECC | | |||
| Fan Temp Perf Pwr:Usage/Cap | Memory-Usage | GPU-Util Compute M. | | |||
| | | MIG M. | | |||
|=========================================+========================+======================| | |||
| 0 NVIDIA GeForce RTX 4060 Off | 00000000:01:00.0 On | N/A | | |||
| 0% 49C P5 N/A / 115W | 1567MiB / 8188MiB | 22% Default | | |||
| | | N/A | | |||
+-----------------------------------------+------------------------+----------------------+ | |||
+-----------------------------------------------------------------------------------------+ | |||
| Processes: | | |||
| GPU GI CI PID Type Process name GPU Memory | | |||
| ID ID Usage | | |||
|=========================================================================================| | |||
| 0 N/A N/A 2579 G /usr/lib/xorg/Xorg 912MiB | | |||
| 0 N/A N/A 3625 G /usr/bin/kwalletd5 2MiB | | |||
| 0 N/A N/A 3821 G ...-gnu/libexec/xdg-desktop-portal-kde 2MiB | | |||
| 0 N/A N/A 3939 G /usr/bin/ksmserver 2MiB | | |||
| 0 N/A N/A 3941 G /usr/bin/kded5 2MiB | | |||
| 0 N/A N/A 3942 G /usr/bin/kwin_x11 167MiB | | |||
| 0 N/A N/A 3992 G /usr/bin/plasmashell 170MiB | | |||
| 0 N/A N/A 4039 G ...c/polkit-kde-authentication-agent-1 2MiB | | |||
| 0 N/A N/A 4152 G ...86_64-linux-gnu/libexec/kdeconnectd 2MiB | | |||
| 0 N/A N/A 4191 G /usr/bin/kaccess 2MiB | | |||
| 0 N/A N/A 4203 G ...-linux-gnu/libexec/DiscoverNotifier 2MiB | | |||
| 0 N/A N/A 4974 G /opt/google/chrome/chrome 2MiB | | |||
| 0 N/A N/A 5080 G ...seed-version=20250618-050053.671000 181MiB | | |||
| 0 N/A N/A 5154 G ...bin/plasma-browser-integration-host 2MiB | | |||
| 0 N/A N/A 9507 G ..._64-linux-gnu/libexec/kf5/klauncher 2MiB | | |||
| 0 N/A N/A 12144 G /usr/bin/konsole 2MiB | | |||
| 0 N/A N/A 12337 G ...irefox/6316/usr/lib/firefox/firefox 59MiB | | |||
+-----------------------------------------------------------------------------------------+ | |||
</pre> | |||
{{References}} | {{References}} | ||
[[Category:Artificial Intelligence]] | [[Category:Artificial Intelligence]] |
Revision as of 09:11, 19 June 2025
Ollama is a tool that allows users to run large language models (LLMs) directly on their own computers, making powerful AI technology accessible without relying on cloud services. It provides a user-friendly way to manage, deploy, and integrate LLMs, offering greater control, privacy, and customization compared to traditional cloud-based solutions.
Ollama was funded by Jared Friedman out of Y Combinator (YC). Founders Jeffrey Morgan and Michael Chiang wanted an easier way to run LLMs than having to do it in the cloud. In fact, they were previously founders of a startup project named Kitematic which was the early UI for Docker. Acquired by Docker, it was the precursor to Docker Desktop.
Installing it[edit]
Use the Install script[edit]
Visit https://ollama.com/download and use the installer shell script. IOW,
curl -fsSL https://ollama.com/install.sh | sh
The script describes what it is doing:
>>> Installing ollama to /usr/local >>> Downloading Linux amd64 bundle ######################################################################## 100.0% >>> Creating ollama user... >>> Adding ollama user to render group... >>> Adding ollama user to video group... >>> Adding current user to ollama group... >>> Creating ollama systemd service... >>> Enabling and starting ollama service... Created symlink /etc/systemd/system/default.target.wants/ollama.service → /etc/systemd/system/ollama.service. >>> NVIDIA GPU installed.
Here is the install shell script at the time of writing (2025-06-18)
#!/bin/sh
# This script installs Ollama on Linux.
# It detects the current operating system architecture and installs the appropriate version of Ollama.
set -eu
red="$( (/usr/bin/tput bold || :; /usr/bin/tput setaf 1 || :) 2>&-)"
plain="$( (/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 EXIT
available() { 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: $ARCH" ;;
esac
IS_WSL2=false
KERN=$(uname -r)
case "$KERN" in
*icrosoft*WSL2 | *icrosoft*wsl2) IS_WSL2=true;;
*icrosoft) error "Microsoft WSL1 is not currently supported. Please use WSL2 with 'wsl --set-version <distro> 2'" ;;
*) ;;
esac
VER_PARAM="${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"
fi
NEEDS=$(require curl awk grep sed tee xargs)
if [ -n "$NEEDS" ]; then
status "ERROR: The following tools are required but missing:"
for NEED in $NEEDS; do
echo " - $NEED"
done
exit 1
fi
for BINDIR in /usr/local/bin /usr/bin /bin; do
echo $PATH | grep -q $BINDIR && break || continue
done
OLLAMA_INSTALL_DIR=$(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"
fi
status "Installing ollama to $OLLAMA_INSTALL_DIR"
$SUDO install -o0 -g0 -m755 -d $BINDIR
$SUDO install -o0 -g0 -m755 -d "$OLLAMA_INSTALL_DIR/lib/ollama"
status "Downloading Linux ${ARCH} bundle"
curl --fail --show-error --location --progress-bar \
"https://ollama.com/download/ollama-linux-${ARCH}.tgz${VER_PARAM}" | \
$SUDO tar -xzf - -C "$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" "$BINDIR/ollama"
fi
# Check for NVIDIA JetPack systems with additional downloads
if [ -f /etc/nv_tegra_release ] ; then
if grep R36 /etc/nv_tegra_release > /dev/null ; then
status "Downloading JetPack 6 components"
curl --fail --show-error --location --progress-bar \
"https://ollama.com/download/ollama-linux-${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"
fi
fi
install_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 | $SUDO tee /etc/systemd/system/ollama.service >/dev/null
[Unit]
Description=Ollama Service
After=network-online.target
[Service]
ExecStart=$BINDIR/ollama serve
User=ollama
Group=ollama
Restart=always
RestartSec=3
Environment="PATH=$PATH"
[Install]
WantedBy=default.target
EOF
SYSTEMCTL_RUNNING="$(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_systemd
fi
# WSL2 only supports GPUs via nvidia passthrough
# so check for nvidia-smi to determine if GPU is available
if [ "$IS_WSL2" = true ]; then
if available nvidia-smi && [ -n "$(nvidia-smi | grep -o "CUDA Version: [0-9]*\.[0-9]*")" ]; then
status "Nvidia GPU detected."
fi
install_success
exit 0
fi
# Don't attempt to install drivers on Jetson systems
if [ -f /etc/nv_tegra_release ] ; then
status "NVIDIA JetPack ready."
install_success
exit 0
fi
# Install GPU dependencies on Linux
if ! available lspci && ! available lshw; then
warning "Unable to detect NVIDIA/AMD GPU. Install lspci or lshw to automatically detect and install GPU dependencies."
exit 0
fi
check_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 0
fi
if ! 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 0
fi
if 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 0
fi
CUDA_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#fedora
install_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#debian
install_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 $SUDO_E apt-get -y install cuda-drivers -q
}
if [ ! -f "/etc/os-release" ]; then
error "Unknown distribution. Skipping CUDA installation."
fi
. /etc/os-release
OS_NAME=$ID
OS_VERSION=$VERSION_ID
PACKAGE_MANAGER=
for PACKAGE_MANAGER in dnf yum apt-get; do
if available $PACKAGE_MANAGER; then
break
fi
done
if [ -z "$PACKAGE_MANAGER" ]; then
error "Unknown package manager. Skipping CUDA installation."
fi
if ! 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 $OS_VERSION | sed 's/\.//') ;;
*) exit ;;
esac
fi
if ! lsmod | grep -q nvidia || ! lsmod | grep -q nvidia_uvm; then
KERNEL_RELEASE="$(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_uvm
fi
# make sure the NVIDIA modules are loaded on boot with nvidia-persistenced
if 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
done
fi
status "NVIDIA GPU ready."
install_success
ollama -v
shows you that it's running by printing the version.
ollama version is 0.9.1
Simply running it as a Docker Image[edit]
Although you can download or install it from the repo on GitHub https://github.com/ollama/ollama, you can also run it as a docker image ollama/ollama[1]
However, I ran into multiple issues, and decided to go the straight install route instead.
First Issue: accommodate NVidia GPU[edit]
Because I have a GeForce RTX 4060 NVidia GPU, I had to install the NVidia Container Toolkit, and configure Docker to use the NVidia driver
curl -fsSL https://nvidia.github.io/libnvidia-container/gpgkey \ | sudo gpg --dearmor -o /usr/share/keyrings/nvidia-container-toolkit-keyring.gpg curl -s -L https://nvidia.github.io/libnvidia-container/stable/deb/nvidia-container-toolkit.list \ | sed 's#deb https://#deb [signed-by=/usr/share/keyrings/nvidia-container-toolkit-keyring.gpg] https://#g' \ | sudo tee /etc/apt/sources.list.d/nvidia-container-toolkit.list sudo apt-get update
Super User Problems[edit]
The docs advise to
(sudo) docker run -d --gpus=all -v ollama:/root/.ollama -p 11434:11434 --name ollama ollama/ollama
which clearly runs as root, however my Docker (Desktop) is running as non-root user, so although I previously fetched the image through Docker Desktop, the CLI command couldn't find it and downloaded another copy. And spit out additional errors:
Unable to find image 'ollama/ollama:latest' locally latest: Pulling from ollama/ollama 13b7e930469f: Pull complete 97ca0261c313: Pull complete 2ace2f9dde9e: Pull complete 41ea4d361810: Pull complete Digest: sha256:50ab2378567a62b811a2967759dd91f254864c3495cbe50576bd8a85bc6edd56 Status: Downloaded newer image for ollama/ollama:latest 40be284dab1709b74fa68d513f75c10239d7234a21d65aac1e80cbd743515498 docker: Error response from daemon: failed to create task for container: failed to create shim task: OCI runtime create failed: runc create failed: unable to start container process: error during container init: error running prestart hook #0: exit status 1, stdout: , stderr: Auto-detected mode as 'legacy' nvidia-container-cli: initialization error: nvml error: driver/library version mismatch: unknown
The important part seems to be 'Auto-detected mode as legacy' and the nvml driver/library mismatch error is certainly a problem. (Is it the same problem; or two separate problems?)
Running the image from Docker Desktop, with setting options for ports and volumes, and copying the 'run' command spits out:
docker run --hostname=3f50cd4183bd --mac-address=02:42:ac:11:00:02 --env=PATH=/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin --env=LD_LIBRARY_PATH=/usr/local/nvidia/lib:/usr/local/nvidia/lib64 --env=NVIDIA_DRIVER_CAPABILITIES=compute,utility --env=NVIDIA_VISIBLE_DEVICES=all --env=OLLAMA_HOST=0.0.0.0:11434 --volume=ollama:/root/.ollama --network=bridge -p 11434:11434 --restart=no --label='org.opencontainers.image.ref.name=ubuntu' --label='org.opencontainers.image.version=20.04' --runtime=runc -d ollama/ollama:latest
http://localhost:11434/ just reveals 'Ollama is running' in 'hello world' style.
In the docker-compose file there is supposed to be another container image accessible at port 3000 providing a webUI. This didn't happen.
Clearly, the full ollama setup is supposed to be run as 'root'. It is not designed to be run as a regular user who has docker or sudo / adm group membership.
Docs[edit]
The docs tell you how you can customize and update or uninstall the environment.
Looking at the logs with journalctl -e -u ollama
told me what my new generated public key is, but also that it could not load a compatible GPU
Problems with GPU[edit]
The docs tell you to check with
nvidia-smi
Failed to initialize NVML: Driver/library version mismatch NVML library version: 550.144
So, apparently I'm supposed to install the CUDA Toolkit? and the Driver?[2]
But, simply installing the toolkit and rebooting managed to resolve my driver issue. Temporarily
wget https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2404/x86_64/cuda-keyring_1.1-1_all.deb sudo dpkg -i cuda-keyring_1.1-1_all.deb sudo apt-get update sudo apt-get install -y cuda-toolkit-12-9 sudo shutdown -r now ollama -v nvidia-smi journalctl -e -u ollama
I say 'temporarily' because things shortly went badly and I spent hours installing, removing, re-installing various NVidia drivers. The Internet is full of problem reports trying to get NVidia drivers working properly on Ubuntu.
Errors installing NVidia driver[edit]
Error! Installation aborted. dpkg: error processing package nvidia-dkms-550 (--configure): installed nvidia-dkms-550 package post-installation script subprocess returned error exit status 6 Setting up libnvidia-encode-550:amd64 (550.144.03-0ubuntu0.24.04.1) ... Setting up libnvidia-encode-550:i386 (550.144.03-0ubuntu0.24.04.1) ... dpkg: dependency problems prevent configuration of nvidia-driver-550: nvidia-driver-550 depends on nvidia-dkms-550 (<= 550.144.03-1); however: Package nvidia-dkms-550 is not configured yet. nvidia-driver-550 depends on nvidia-dkms-550 (>= 550.144.03); however: Package nvidia-dkms-550 is not configured yet. dpkg: error processing package nvidia-driver-550 (--configure): dependency problems - leaving unconfigured No apport report written because the error message indicates its a followup error from a previous failure. Processing triggers for libc-bin (2.39-0ubuntu8.4) ... Processing triggers for man-db (2.12.0-4build2) ... Processing triggers for initramfs-tools (0.142ubuntu25.5) ... update-initramfs: Generating /boot/initrd.img-6.8.0-60-generic Errors were encountered while processing: nvidia-dkms-550 nvidia-driver-550 E: Sub-process /usr/bin/dpkg returned an error code (1)
Eventually, after totally purging everything NVidia-related, and starting over, I seem to have a working system that survives reboots. (I saved a transcript of the misery in email under 'NVidia driver F*ckup'.) Supposedly, there is a newer driver available as 'production' but I didn't want to try upgrading.
$ nvidia-smi Thu Jun 19 08:50:34 2025 +-----------------------------------------------------------------------------------------+ | NVIDIA-SMI 550.144.03 Driver Version: 550.144.03 CUDA Version: 12.4 | |-----------------------------------------+------------------------+----------------------+ | GPU Name Persistence-M | Bus-Id Disp.A | Volatile Uncorr. ECC | | Fan Temp Perf Pwr:Usage/Cap | Memory-Usage | GPU-Util Compute M. | | | | MIG M. | |=========================================+========================+======================| | 0 NVIDIA GeForce RTX 4060 Off | 00000000:01:00.0 On | N/A | | 0% 49C P5 N/A / 115W | 1567MiB / 8188MiB | 22% Default | | | | N/A | +-----------------------------------------+------------------------+----------------------+ +-----------------------------------------------------------------------------------------+ | Processes: | | GPU GI CI PID Type Process name GPU Memory | | ID ID Usage | |=========================================================================================| | 0 N/A N/A 2579 G /usr/lib/xorg/Xorg 912MiB | | 0 N/A N/A 3625 G /usr/bin/kwalletd5 2MiB | | 0 N/A N/A 3821 G ...-gnu/libexec/xdg-desktop-portal-kde 2MiB | | 0 N/A N/A 3939 G /usr/bin/ksmserver 2MiB | | 0 N/A N/A 3941 G /usr/bin/kded5 2MiB | | 0 N/A N/A 3942 G /usr/bin/kwin_x11 167MiB | | 0 N/A N/A 3992 G /usr/bin/plasmashell 170MiB | | 0 N/A N/A 4039 G ...c/polkit-kde-authentication-agent-1 2MiB | | 0 N/A N/A 4152 G ...86_64-linux-gnu/libexec/kdeconnectd 2MiB | | 0 N/A N/A 4191 G /usr/bin/kaccess 2MiB | | 0 N/A N/A 4203 G ...-linux-gnu/libexec/DiscoverNotifier 2MiB | | 0 N/A N/A 4974 G /opt/google/chrome/chrome 2MiB | | 0 N/A N/A 5080 G ...seed-version=20250618-050053.671000 181MiB | | 0 N/A N/A 5154 G ...bin/plasma-browser-integration-host 2MiB | | 0 N/A N/A 9507 G ..._64-linux-gnu/libexec/kf5/klauncher 2MiB | | 0 N/A N/A 12144 G /usr/bin/konsole 2MiB | | 0 N/A N/A 12337 G ...irefox/6316/usr/lib/firefox/firefox 59MiB | +-----------------------------------------------------------------------------------------+