GithubHelp home page GithubHelp logo

bilal-rh / ai-accelerator Goto Github PK

View Code? Open in Web Editor NEW

This project forked from redhat-ai-services/ai-accelerator

0.0 0.0 0.0 2.46 MB

The AI Accelerator is a template project for setting up Red Hat OpenShift AI using GitOps

Shell 91.76% Python 8.24%

ai-accelerator's Introduction

Red Hat AI Accelerator

Welcome to the AI Accelerator project source code. This project is designed to initialize an OpenShift cluster with a recommended set of operators and components that aid with training, deploying, serving and monitoring Machine Learning models.

This repo is intended to provide a core set of OpenShift features that would commonly be used for a Data Science environment, but can also be highly customized for specific scenarios. When starting out we recommend making a copy or a fork of this project on your Git based instance, since it utilizes the process of automating IT infrastructure using infrastructure as code and software development best practices such as Git, code review, and CI/CD - known as GitOps.

Once the initial components are deployed, several ArgoCD Application objects are created which are then used to install and manage the install of the operators on the cluster.

AI Accelerator Overview

Additional Documentation and Info

  • Overview - what's inside this repository?
  • Installation Guide - containing step by step instructions for executing this installation sequence on your cluster

Operators

Applications

  • OpenShift GitOps: ArgoCD
  • S3 compatible storage: MinIO

Configuration

Tenants

ai-accelerator's People

Contributors

strangiato avatar carlmes avatar asheet avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.