Docker Engine

Tips:
This method is suitable for quick testing, Not suitable for production use.
Supports AMD64/ARM64.

Overview

Omnibus CSGHub is a method launched by OpenCSG to quickly deploy CSGHub using Docker, mainly for quick function experience and testing. The Docker deployment method allows users to deploy CSGHub on local computers at a low cost. This deployment method is very suitable for proof of concept and testing, allowing users to immediately access the core functions of CSGHub (including models, dataset management, Space application creation, and model reasoning and fine-tuning).

Advantages

Quick configuration: Supports one-click deployment and quick start.
Unified management: Supports integrated model, dataset, Space application management, multi-source synchronization and other functions.
Simple operation: Supports model reasoning and quick start of fine-tuning instances.

Quick deployment

Prerequisites

The host used for deployment has Docker Desktop or Docker Engine installed
Operating system Linux, macOS, Windows, configuration not less than 4c8g
Inference, fine-tuning, and model evaluation functions require GPU resources

Quick installation

Currently, this deployment method only supports macOS and Linux.

curl -sfL https://raw.githubusercontent.com/OpenCSGs/csghub-installer/refs/heads/main/docker/quick_install.sh | bash -s -- -h csghub.example.com -p 80

If you need to connect to [K8S cluster](#Quickly configure K3S test environment) (support model inference, fine-tuning, evaluation and Space functions):

curl -sfL https://raw.githubusercontent.com/OpenCSGs/csghub-installer/refs/heads/main/docker/quick_install.sh | bash -s -- -h csghub.example.com -p 80 -k -c ~/.kube

Note:

The above method only supports macOS, Linux, Windows (WSL) For other configurations, please check the command help -H, --help.
For other methods, please refer to [Other Windows deployment methods](#Other Windows deployment methods).
HTTPS access configuration is not currently supported. If necessary, please adjust the port mapping and nginx configuration file template yourself.
-h host or SERVER_DOMAIN can use domain name or IPv4 address.
- Domain name: Please configure domain name resolution by yourself when using a domain name
- IPv4: Do not use 172.17.0.0/16 (this address segment is the default address segment of Docker, which will cause access exceptions)
The above method is not applicable to using external database services. If necessary, please refer to [Variable Description](#Variable Description) to configure it yourself.

Visit CSGHub

After the above deployment is successful, use the following method to access:

Access address: http://<host>:<port>, for example, http://192.168.1.12

Access credentials: root/Root@1234

More instructions

Quickly configure the K3S test environment

Quickly configure the k3s environment

curl -sfL https://raw.githubusercontent.com/OpenCSGs/csghub-installer/refs/heads/main/docker/scripts/k3s-install.sh | bash -s

# If NVIDIA GPU configuration is enabled
curl -sfL https://raw.githubusercontent.com/OpenCSGs/csghub-installer/refs/heads/main/docker/scripts/k3s-install.sh | ENABLE_NVIDIA_GPU=true bash -s

Configure Docker

# Add insecure registry
cat <<EOF > /etc/docker/daemon.json
{
"insecure-registries": ["<your ip address>:5000"]
}
EOF

# Restart docker
systemctl restart docker

<your ip address> defaults to csghub.example.com, which can be specified with the -h option.
5000 is the default registry access port, which can be specified with the -r option.

Windows other deployment methods

PowerShell

# Without K8S
$env:SERVER_DOMAIN = ((Get-NetAdapter -Physical | Get-NetIPAddress -AddressFamily IPv4)[0].IPAddress) 
$env:SERVER_PORT = "80"
docker run -it -d `
    --name omnibus-csghub `
    --hostname omnibus-csghub `
    -p ${env:SERVER_PORT}:80 `
    -p 2222:2222 `
    -p 8000:8000 `
    -p 9000:9000 `
    -e SERVER_DOMAIN=$env:SERVER_DOMAIN `
    -e SERVER_PORT=$env:SERVER_PORT `
    opencsg-registry.cn-beijing.cr.aliyuncs.com/opencsg_public/omnibus-csghub:latest
    
# With K8S
$env:SERVER_DOMAIN = ((Get-NetAdapter -Physical | Get-NetIPAddress -AddressFamily IPv4)[0].IPAddress) 
$env:SERVER_PORT = "80"
docker run -it -d `
    --name omnibus-csghub `
    --hostname omnibus-csghub `
    -p ${env:SERVER_PORT}:80 `
    -p 2222:2222 `
    -p 5000:5000 `
    -p 8000:8000 `
    -p 9000:9000 `
    -v $env:USERPROFILE\Documents\csghub\data:/var/opt `
    -v $env:USERPROFILE\Documents\csghub\log:/var/log `
    -v $env:USERPROFILE\.kube:/etc/.kube `
    -v DOCKER_HOST=<YOUR DOCKER SERVER> `
    -e SERVER_DOMAIN=$env:SERVER_DOMAIN `
    -e SERVER_PORT=$env:SERVER_PORT `
    opencsg-registry.cn-beijing.cr.aliyuncs.com/opencsg_public/omnibus-csghub:latest

CMD

for /F "tokens=2 delims=:" %i in ('ipconfig ^| findstr /C:"以太网适配器" /C:"IPv4 地址"') do (
    set "tempIpv4=%i"
    set SERVER_DOMAIN=%tempIpv4:~1%
)

set SERVER_PORT=80

# Without K8S
docker run -it -d ^
    --name omnibus-csghub ^
    --hostname omnibus-csghub ^
    -p %SERVER_PORT%:80 ^
    -p 2222:2222 ^
    -p 8000:8000 ^
    -p 9000:9000 ^
    -e SERVER_DOMAIN=%SERVER_DOMAIN% ^
    -e SERVER_PORT=%SERVER_PORT% ^
    opencsg-registry.cn-beijing.cr.aliyuncs.com/opencsg_public/omnibus-csghub:latest
    
# With K8S
docker run -it -d ^
    --name omnibus-csghub ^
    --hostname omnibus-csghub ^
    -p %SERVER_PORT%:80 ^
    -p 2222:2222 ^
    -p 5000:5000 ^
    -p 8000:8000 ^
    -p 9000:9000 ^
    -v %USERPROFILE%\Documents\csghub\data:/var/opt ^
    -v %USERPROFILE%\Documents\csghub\log:/var/log ^
    -v %USERPROFILE%\.kube:/etc/.kube ^
    -e DOCKER_HOST=<YOUR DOCKER SERVER> ^
    -e SERVER_DOMAIN=%SERVER_DOMAIN% ^
    -e SERVER_PORT=%SERVER_PORT% ^
    opencsg-registry.cn-beijing.cr.aliyuncs.com/opencsg_public/omnibus-csghub:latest

WSL
Please refer to [Quick Deployment](#Quick Deployment).

Command Line Tools

omnibus-csghub provides a simple command line tool for managing services and viewing service logs.

Service Management

# View all service status
csghub-ctl status

# View all job status
# EXITED is the normal status
csghub-ctl jobs

# Restart a service
csghub-ctl restart nginx

Log Management

# View all service logs in real time
csghub-ctl tail

# View a service log in real time
csghub-ctl tail nginx

Other parameters

All other command options are inherited from supervisorctl.

Remove service

If you no longer use or need to rebuild the container, perform the following operations:

docker rm -f omnibus-csghub

If you need to uninstall the K3S environment, perform the following operations:

/usr/local/bin/k3s-uninstall.sh

Variable description

Tips: Only configurable parameters are listed. 127.0.0.1 is a local service. Third-party services are used by specifying the following variables, but this does not disable internal services.

Server

Variable Name	Default Value	Description
SERVER_DOMAIN	csghub.example.com	Specifies the access IP address or domain name.
SERVER_PORT	80	Specifies the access port.

PostgreSQL

Variable Name	Default Value	Description
POSTGRES_HOST	127.0.0.1	Specifies the database access address.
POSTGRES_PORT	5432	Execution database port.
POSTGRES_SERVER_USER / POSTGRES_SERVER_PASS	csghub_server	Specifies the csghub_server service database user and password.
POSTGRES_PORTAL_USER / POSTGRES_PORTAL_PASS	csghub_portal	Specify the csghub_portal service database user and password.
POSTGRES_CASDOOR_USER / POSTGRES_CASDOOR_PASS	csghub_casdoor	Specify the csghub_casdoor service database user and password.
POSTGRES_TEMPORAL_USER / POSTGRES_TEMPORAL_PASS	csghub_temporal	Specify the csghub_temporal service database user and password.

Redis

Variable Name	Default Value	Description
REDIS_ENDPOINT	127.0.0.1:6379	Specify the Redis service address.

ObjectStorage

Variable Name	Default Value	Description
S3_ENDPOINT	127.0.0.1:9000	Specifies the object storage.
S3_ACCESS_KEY	minio	Specifies the object storage access credentials.
S3_ACCESS_SECRET	Minio@2025!	Specifies the object storage access credentials.
S3_REGION	cn-north-1	Specifies the object storage region.
S3_ENABLE_SSL	false	Specifies whether SSL encryption is enabled for the object storage.
S3_REGISTRY_BUCKET	csghub-registry	Specifies the bucket allocated for the registry.
S3_PORTAL_BUCKET	csghub-portal	Specifies the bucket assigned to csghub-portal.
S3_SERVER_BUCKET	csghub-server	Specifies the bucket assigned to csghub-server.

Gitlab-Shell

Variable Name	Default Value	Description
GITLAB_SHELL_SSH_PORT	2222	Specifies the Git SSH port number.

Registry

Variable Name	Default Value	Description
REGISTRY_ADDRESS	$SERVER_DOMAIN:5000	Specifies the Registry service address.
REGISTRY_NAMESPACE	csghub	Specify the namespace used by the Registry.
REGISTRY_USERNAME	registry	Specify the username for connecting to the Registry service.
REGISTRY_PASSWORD	Registry@2025!	Specify the password for connecting to the Registry service.

Space

*Tip: The following configurations will be automatically obtained if KNATIVE_SERVING_ENABLE = true is configured. *

Variable Name	Default Value	Description
SPACE_APP_NS	spaces	Specify the default Kubernetes namespace used by Space.
SPACE_APP_DOMAIN	app.internal	Specify the internal domain name used by Knative Serving.
SPACE_APP_HOST	127.0.0.1	Specifies the gateway of the Knative Serving network component.
SPACE_APP_PORT	80	Specifies the port of the Knative Serving network component.
SPACE_DATA_PATH	/var/opt/csghub-builder	Specifies the data storage directory for Space construction.

Casdoor

Variable Name	Default Value	Description
CASDOOR_PORT	8000	Specifies the CASDOOR port.

Temporal

Variable Name	Default Value	Description
TEMPORAL_USER	temporal	Specifies the user name for verifying Temporal login.
TEMPORAL_PASS	Temporal@2025!	Specifies the user password for verifying Temporal login.

Kubernetes

Variable Name	Default Value	Description
KNATIVE_SERVING_ENABLE	false	Specifies whether to automatically install Knative Serving.
KNATIVE_KOURIER_TYPE	NodePort	Specifies the service exposure method of the knative Serving Kourier network component.
NVIDIA_DEVICE_PLUGIN	false	Specifies whether to automatically install the nvidia device plugin (the default runtime of the GPU node containerd needs to be configured by yourself).
CSGHUB_WITH_K8S	0	Whether to connect to the Kubernetes cluster.

For more variables, please refer to csghub_config_load.sh.

Docker Engine

Overview​

Advantages​

Quick deployment​

Prerequisites​

Quick installation​

Visit CSGHub​

More instructions​

Quickly configure the K3S test environment​

Windows other deployment methods​

Command Line Tools​

Remove service​

Variable description​

Server​

PostgreSQL​

Redis​

ObjectStorage​

Gitlab-Shell​

Registry​

Space​

Casdoor​

Temporal​

Kubernetes​