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09 ‐ Docker

oobabooga edited this page Jun 13, 2024 · 5 revisions

Docker Compose is a way of installing and launching the web UI in an isolated Ubuntu image using only a few commands.

Installing Docker Compose

In order to create the image as described in the main README, you must have Docker Compose installed (2.17 or higher is recommended):

~$ docker compose version
Docker Compose version v2.21.0

The installation instructions for various Linux distributions can be found here:

https://docs.docker.com/engine/install/ubuntu/#install-using-the-repository

Launching the image

Use these commands to launch the image:

cd text-generation-webui
ln -s docker/{nvidia/Dockerfile,nvidia/docker-compose.yml,.dockerignore} .
cp docker/.env.example .env
# Edit .env and set TORCH_CUDA_ARCH_LIST based on your GPU model
docker compose up --build

More detailed installation instructions

By @loeken.

Ubuntu 22.04

0. youtube video

A video walking you through the setup can be found here:

oobabooga text-generation-webui setup in docker on ubuntu 22.04

1. update the drivers

in the the “software updater” update drivers to the last version of the prop driver.

2. reboot

to switch using to new driver

3. install docker

sudo apt update
sudo apt-get install curl
sudo mkdir -m 0755 -p /etc/apt/keyrings
curl -fsSL https://download.docker.com/linux/ubuntu/gpg | sudo gpg --dearmor -o /etc/apt/keyrings/docker.gpg
echo \
  "deb [arch="$(dpkg --print-architecture)" signed-by=/etc/apt/keyrings/docker.gpg] https://download.docker.com/linux/ubuntu \
  "$(. /etc/os-release && echo "$VERSION_CODENAME")" stable" | \
  sudo tee /etc/apt/sources.list.d/docker.list > /dev/null
sudo apt update
sudo apt-get install docker-ce docker-ce-cli containerd.io docker-buildx-plugin docker-compose-plugin docker-compose -y
sudo usermod -aG docker $USER
newgrp docker

4. docker & container toolkit

curl -fsSL https://nvidia.github.io/libnvidia-container/gpgkey | sudo gpg --dearmor -o /usr/share/keyrings/nvidia-container-toolkit-keyring.gpg
echo "deb [signed-by=/usr/share/keyrings/nvidia-container-toolkit-keyring.gpg] https://nvidia.github.io/libnvidia-container/stable/ubuntu22.04/amd64 /" | \
sudo tee /etc/apt/sources.list.d/nvidia.list > /dev/null 
sudo apt update
sudo apt install nvidia-docker2 nvidia-container-runtime -y
sudo systemctl restart docker

5. clone the repo

git clone https://github.com/oobabooga/text-generation-webui
cd text-generation-webui

6. prepare models

download and place the models inside the models folder. tested with:

4bit https://github.com/oobabooga/text-generation-webui/pull/530#issuecomment-1483891617 https://github.com/oobabooga/text-generation-webui/pull/530#issuecomment-1483941105

8bit: https://github.com/oobabooga/text-generation-webui/pull/530#issuecomment-1484235789

7. prepare .env file

edit .env values to your needs.

cp .env.example .env
nano .env

8. startup docker container

docker compose up --build

Manjaro

manjaro/arch is similar to ubuntu just the dependency installation is more convenient

update the drivers

sudo mhwd -a pci nonfree 0300

reboot

reboot

docker & container toolkit

yay -S docker docker-compose buildkit gcc nvidia-docker
sudo usermod -aG docker $USER
newgrp docker
sudo systemctl restart docker # required by nvidia-container-runtime

continue with ubuntu task

continue at 5. clone the repo

Windows

0. youtube video

A video walking you through the setup can be found here: oobabooga text-generation-webui setup in docker on windows 11

1. choco package manager

install package manager (https://chocolatey.org/ )

Set-ExecutionPolicy Bypass -Scope Process -Force; [System.Net.ServicePointManager]::SecurityProtocol = [System.Net.ServicePointManager]::SecurityProtocol -bor 3072; iex ((New-Object System.Net.WebClient).DownloadString('https://community.chocolatey.org/install.ps1'))

2. install drivers/dependencies

choco install nvidia-display-driver cuda git docker-desktop

3. install wsl

wsl --install

4. reboot

after reboot enter username/password in wsl

5. git clone && startup

clone the repo and edit .env values to your needs.

cd Desktop
git clone https://github.com/oobabooga/text-generation-webui
cd text-generation-webui
COPY .env.example .env
notepad .env

6. prepare models

download and place the models inside the models folder. tested with:

4bit https://github.com/oobabooga/text-generation-webui/pull/530#issuecomment-1483891617 https://github.com/oobabooga/text-generation-webui/pull/530#issuecomment-1483941105

8bit: https://github.com/oobabooga/text-generation-webui/pull/530#issuecomment-1484235789

7. startup

docker compose up

notes

on older ubuntus you can manually install the docker compose plugin like this:

DOCKER_CONFIG=${DOCKER_CONFIG:-$HOME/.docker}
mkdir -p $DOCKER_CONFIG/cli-plugins
curl -SL https://github.com/docker/compose/releases/download/v2.17.2/docker-compose-linux-x86_64 -o $DOCKER_CONFIG/cli-plugins/docker-compose
chmod +x $DOCKER_CONFIG/cli-plugins/docker-compose
export PATH="$HOME/.docker/cli-plugins:$PATH"

Dedicated docker repository

An external repository maintains a docker wrapper for this project as well as several pre-configured 'one-click' docker compose variants (e.g., updated branches of GPTQ). It can be found at: Atinoda/text-generation-webui-docker.