aws-samples / gen-ai-on-eksLinks
This repository aims to showcase how to finetune a FM model in Amazon EKS cluster using, JupyterHub to provision notebooks and craft both serving and training scripts, RayOperator to manage Ray Clusters and Karpenter to manage Node Scaling.
☆47Updated 2 months ago
Alternatives and similar repositories for gen-ai-on-eks
Users that are interested in gen-ai-on-eks are comparing it to the libraries listed below
Sorting:
- AI on EKS - Tested AI/ML for Amazon Elastic Kubernetes Service☆121Updated last week
- CDK AWS Observability Accelerator☆149Updated last month
- This Guidance demonstrates how to deploy a machine learning inference architecture on Amazon Elastic Kubernetes Service (Amazon EKS). It …☆46Updated 3 months ago
- End to end deployment and observability of polyglot microservices in Amazon EKS using AWS App Mesh, AWS Fargate, Amazon Cloudwatch Contai…☆73Updated 6 months ago
- Create, List, Update, Delete Amazon EKS clusters. Deploy and manage software on EKS. Run distributed model training and inference example…☆60Updated 3 weeks ago
- MLOps on Amazon EKS☆96Updated last week
- ☆28Updated last year
- ☆93Updated 11 months ago
- Kubeflow workshop on EKS. Mainly focus on AWS integration examples. Please go check kubeflow website http://kubeflow.org for other exampl…☆98Updated 4 years ago
- ☆67Updated last year
- CDK construct for installing and configuring Karpenter on EKS clusters☆45Updated last month
- ☆67Updated 2 months ago
- Patterns repository for the Amazon EKS Bluepints for CDK☆172Updated 3 weeks ago
- This Guidance shows how to build an Amazon Elastic Compute Cloud (Amazon EC2) Spot placement score tracker to monitor unused Amazon EC2 S…☆41Updated 10 months ago
- ☆52Updated this week
- AIOps modules is a collection of reusable Infrastructure as Code (IaC) modules for Machine Learning (ML), Foundation Models (FM), Large L…☆87Updated this week
- Content repository for Community.aws☆49Updated 9 months ago
- This Guidance demonstrates how to securely run Model Context Protocol (MCP) servers on the AWS Cloud using containerized architecture. It…☆104Updated 2 weeks ago
- ☆39Updated 10 months ago
- ☆89Updated 2 years ago
- The easy button for learning, testing and demoing Amazon EKS☆240Updated last month
- AWS CloudFormation template to deploy the open source strongSwan VPN solution to act as a VPN gateway in support of site-to-site VPN conn…☆71Updated 2 years ago
- Sample solution to build a deployment pipeline for Amazon SageMaker.☆13Updated 3 years ago
- ACK service controller for Amazon SageMaker☆48Updated 3 weeks ago
- Cloud-native, AI-powered, document processing pipelines on AWS.☆184Updated 5 months ago
- aws-solutions-library-samples / guidance-for-a-multi-tenant-generative-ai-gateway-with-cost-and-usage-tracking-on-awsThis Guidance demonstrates how to build an internal Software-as-a-Service (SaaS) platform that provides access to foundation models, like…☆85Updated 10 months ago
- Foundation model benchmarking tool. Run any model on any AWS platform and benchmark for performance across instance type and serving stac…☆251Updated 5 months ago
- ☆19Updated last year
- This is a sample solution for logging EC2 Spot Instance Interruptions, storing them in CloudWatch and S3, and visualizing them with a Clo…☆68Updated 11 months ago
- ☆14Updated this week