aws-samples / gen-ai-on-eks
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.
☆44Updated 9 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
- AIOps modules is a collection of reusable Infrastructure as Code (IaC) modules for Machine Learning (ML), Foundation Models (FM), Large L…☆73Updated this week
- Create, List, Update, Delete Amazon EKS clusters. Deploy and manage software on EKS. Run distributed model training and inference example…☆55Updated 3 weeks ago
- This Guidance demonstrates how to deploy a machine learning inference architecture on Amazon Elastic Kubernetes Service (Amazon EKS). It …☆42Updated 2 months ago
- ☆63Updated last year
- ☆20Updated last month
- CDK AWS Observability Accelerator☆148Updated 2 weeks ago
- CDK construct for installing and configuring Karpenter on EKS clusters☆42Updated last week
- 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
- This Guidance shows how to build an Amazon Elastic Compute Cloud (Amazon EC2) Spot placement score tracker to monitor unused Amazon EC2 S…☆40Updated 5 months ago
- ☆91Updated 6 months ago
- AWS Well-Architected Framework Review (WAFR) Acceleration with Generative AI (GenAI) sample.☆45Updated last week
- aws-solutions-library-samples / guidance-for-automated-provisioning-of-application-ready-amazon-eks-clustersThe EKS workload accelerator is a collection of reference implementations for Amazon EKS designed to accelerate the time it takes to prov…☆31Updated last month
- Distributed training using Kubeflow on Amazon EKS☆87Updated last week
- ☆17Updated 9 months ago
- ☆45Updated 2 months ago
- The repo contains the code samples for "ECS Anywhere workshop". The intent of this workshop is to educate users about the ECS-Anywhere an…☆21Updated 3 years ago
- End to end deployment and observability of polyglot microservices in Amazon EKS using AWS App Mesh, AWS Fargate, Amazon Cloudwatch Contai…☆72Updated last month
- ACK service controller for Amazon SageMaker☆44Updated 2 weeks ago
- ☆28Updated last year
- ☆11Updated 5 months ago
- Seed-Farmer is an orchestration tool that works with AWS CodeSeeder and acts as an orchestration tool modeled after GitOps deployments. I…☆54Updated 2 weeks ago
- Deploy generative AI agents in your contact center for voice and chat using Amazon Connect, Amazon Lex, and Amazon Bedrock Knowledge Base…☆37Updated 5 months ago
- Multi-Branch CI/CD Pipeline using CDK Pipelines.☆47Updated last year
- Source repo of the eks-upgrades workshop☆23Updated 2 months ago
- Content repository for Community.aws☆48Updated 4 months ago
- ☆55Updated 2 months ago
- ☆33Updated last year
- Create an Amazon EKS cluster and run a distributed training example☆28Updated 7 months ago
- ☆62Updated last month
- aws-solutions-library-samples / guidance-for-natural-language-queries-of-relational-databases-on-awsDemonstration of Natural Language Query (NLQ) of an Amazon RDS for PostgreSQL database, using SageMaker JumpStart, Amazon Bedrock, LangCh…☆62Updated 5 months ago