aws-samples / aws-distributed-training-workshop-eks
Create an Amazon EKS cluster and run a distributed training example
☆28Updated 6 months ago
Alternatives and similar repositories for aws-distributed-training-workshop-eks:
Users that are interested in aws-distributed-training-workshop-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 2 weeks ago
- Create, List, Update, Delete Amazon EKS clusters. Deploy and manage software on EKS. Run distributed model training and inference example…☆52Updated 3 weeks ago
- This repository aims to showcase how to finetune a FM model in Amazon EKS cluster using, JupyterHub to provision notebooks and craft both…☆43Updated 7 months ago
- ☆40Updated last week
- ☆33Updated 11 months ago
- ☆29Updated 9 months ago
- Sample solution to build a deployment pipeline for Amazon SageMaker.☆13Updated 2 years ago
- ☆88Updated 2 years ago
- ☆51Updated 10 months ago
- amazon-sagemaker-cdk-examples uses AWS CDK to simplify common architectures in machine leaning operations using Sagemaker and other AWS s…☆68Updated 10 months ago
- ☆43Updated 9 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
- Safe blue/green deployment of Amazon SageMaker endpoints using AWS CodePipeline, CodeBuild and CodeDeploy.☆104Updated 2 years ago
- ☆35Updated last year
- A set of Docker images that include popular frameworks for machine learning, data science and visualization.☆102Updated this week
- Sample Jupyter Notebooks for Amazon Augmented AI (A2I)☆71Updated last year
- ☆23Updated 2 months ago
- Mistral on AWS examples for Bedrock & SageMaker☆54Updated this week
- ☆29Updated 2 months ago
- CLI for building Docker images in SageMaker Studio using AWS CodeBuild.☆56Updated 2 years ago
- Implementations of Amazon SageMaker-compatible custom containers for training.☆25Updated 4 years ago
- MLOps on AWS using Amazon SageMaker Pipelines☆28Updated last year
- Distributed training using Kubeflow on Amazon EKS☆83Updated this week
- ☆39Updated 5 months ago
- CloudFormation to setup Kubeflow and Sagemaker Operators on EKS☆25Updated last year
- MLOps Pipeline Using SageMaker & CDK, where models are from SageMaker built-in algorithms.☆26Updated 3 weeks ago
- ☆77Updated last week
- This project is an example of using AWS Step functions to manage and track a series of AWS Batch jobs in N_TO_N mode.☆12Updated 3 weeks ago
- EFA/NCCL base AMI build Packer and CodeBuild/Pipeline files. Also base Docker build files to enable EFA/NCCL in containers☆42Updated last year
- Unlocking Creativity: Generative AI with SageMaker Jumpstart☆34Updated last year