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 last week
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
- This Guidance demonstrates how to deploy a machine learning inference architecture on Amazon Elastic Kubernetes Service (Amazon EKS). It …☆42Updated 3 months ago
- Create, List, Update, Delete Amazon EKS clusters. Deploy and manage software on EKS. Run distributed model training and inference example…☆58Updated this week
- ☆46Updated 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 week
- This Guidance shows how to build an Amazon Elastic Compute Cloud (Amazon EC2) Spot placement score tracker to monitor unused Amazon EC2 S…☆40Updated 6 months ago
- CDK AWS Observability Accelerator☆150Updated 2 weeks ago
- CDK construct for installing and configuring Karpenter on EKS clusters☆43Updated 2 weeks ago
- ☆55Updated last week
- ☆65Updated last year
- End to end deployment and observability of polyglot microservices in Amazon EKS using AWS App Mesh, AWS Fargate, Amazon Cloudwatch Contai…☆72Updated 2 months ago
- ☆20Updated last month
- ☆28Updated last year
- AIOps modules is a collection of reusable Infrastructure as Code (IaC) modules for Machine Learning (ML), Foundation Models (FM), Large L…☆75Updated this week
- ☆18Updated 10 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
- FM-Leaderboard-er allows you to create leaderboard to find the best LLM/prompt for your own business use case based on your data, task, p…☆18Updated 6 months ago
- AWS Well-Architected Framework Review (WAFR) Acceleration with Generative AI (GenAI) sample.☆47Updated last month
- ☆20Updated last week
- ☆11Updated 6 months ago
- ☆21Updated last month
- Create an Amazon EKS cluster and run a distributed training example☆28Updated 8 months ago
- Distributed training using Kubeflow on Amazon EKS☆86Updated last month
- Content repository for Community.aws☆48Updated 5 months ago
- ☆91Updated 7 months ago
- Source repo of the eks-upgrades workshop☆24Updated 2 months ago
- ☆14Updated last month
- Sample solution to build a deployment pipeline for Amazon SageMaker.☆13Updated 2 years ago
- ☆13Updated this week
- A set of Docker images that include popular frameworks for machine learning, data science and visualization.☆114Updated this week
- Elevate Your DevOps Pipeline with Generative AI☆22Updated 2 months ago