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Alauda AI
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Alauda AI
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Overview

Introduction
Quick Start
Release Notes

Install

Pre-installation Configuration
Install Alauda AI Essentials
Install Alauda AI

Upgrade

Upgrade from AI 1.3

Uninstall

Uninstall

Infrastructure Management

Device Management

About Alauda Build of Hami
About Alauda Build of NVIDIA GPU Device Plugin

Multi-Tenant

Guides

Namespace Management

Workbench

Overview

Introduction
Install
Upgrade

How To

Create WorkspaceKind
Create Workbench

Model Deployment & Inference

Overview

Introduction
Features

Inference Service

Introduction

Guides

Inference Service

How To

Extend Inference Runtimes
Configure External Access for Inference Services
Configure Scaling for Inference Services

Troubleshooting

Experiencing Inference Service Timeouts with MLServer Runtime
Inference Service Fails to Enter Running State

Model Management

Introduction

Guides

Model Repository

Monitoring & Ops

Overview

Introduction
Features Overview

Logging & Tracing

Introduction

Guides

Logging

Resource Monitoring

Introduction

Guides

Resource Monitoring

API Reference

Introduction

Kubernetes APIs

Inference Service APIs

ClusterServingRuntime [serving.kserve.io/v1alpha1]
InferenceService [serving.kserve.io/v1beta1]

Workbench APIs

Workspace Kind [kubeflow.org/v1beta1]
Workspace [kubeflow.org/v1beta1]

Manage APIs

AmlNamespace [manage.aml.dev/v1alpha1]

Operator APIs

AmlCluster [amlclusters.aml.dev/v1alpha1]
Glossary
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#Upgrade

Workbench is NOT compatible with "Kubeflow Notebook" (Alauda AI <= 1.3). You need to create new "workbench" instances, the "Kubeflow Notebook" will be moved to "Advanced - Kubeflow" in the left navigation bar.

WARNING

We recommend moving to Workbench because "Kubeflow Notebook" will be deprecated in upcoming upstream Kubeflow releases.

NOTE

You can keep the PVCs used by "Kubeflow Notebook" instances in Alauda AI 1.3. Delete the Notebook instance and mount the PVC into new Workbench instances so data in your Notebook instance remains available. (NOTE Data in the container will be lost, just as when you've used pip install to install packages to the system instead of a virtual environment.)

#TOC

#Procedure

  1. Log in and open the Alauda AI page.
  2. Go to Workbench to open the list.
  3. Click Create and fill in the required fields.
  4. In Home Directory, select the PVC used by the previous Notebook.