Collection of best practices, reference architectures, model training examples and utilities to train large models on AWS.
☆403Mar 13, 2026Updated this week
Alternatives and similar repositories for awsome-distributed-training
Users that are interested in awsome-distributed-training are comparing it to the libraries listed below
Sorting:
- ☆58Feb 5, 2026Updated last month
- Create and manage Amazon SageMaker HyperPod clusters, run distributed model training☆24Jan 29, 2026Updated last month
- A CLI tool that helps manage training jobs on the SageMaker HyperPod clusters orchestrated by Amazon EKS☆33Updated this week
- This Guidance demonstrates how to deploy a machine learning inference architecture on Amazon Elastic Kubernetes Service (Amazon EKS). It …☆46May 29, 2025Updated 9 months ago
- Create, List, Update, Delete Amazon EKS clusters. Deploy and manage software on EKS. Run distributed model training and inference example…☆64Updated this week
- Deploy and scale distributed python applications on Amazon EKS using Ray☆19Mar 9, 2026Updated last week
- Cluster doctor skills☆14Feb 20, 2026Updated last month
- ☆15Jun 6, 2025Updated 9 months ago
- ☆86Mar 5, 2026Updated 2 weeks ago
- Some crazy experiments☆35Sep 3, 2025Updated 6 months ago
- Foundation model benchmarking tool. Run any model on any AWS platform and benchmark for performance across instance type and serving stac…☆255Apr 11, 2025Updated 11 months ago
- Create an Amazon EKS cluster and run a distributed training example☆29Aug 19, 2024Updated last year
- Notebooks and sample code for Build On Trainium☆47Jan 14, 2026Updated 2 months ago
- Secure and scalable MLOps platform on AWS using Terraform.☆44Mar 11, 2026Updated last week
- A do-framework project to simplify deployment of Kubeflow on Amazon EKS☆22Feb 18, 2025Updated last year
- EFA/NCCL base AMI build Packer and CodeBuild/Pipeline files. Also base Docker build files to enable EFA/NCCL in containers☆44Sep 19, 2023Updated 2 years ago
- Monitoring Dashboard for AWS ParallelCluster☆38Oct 1, 2024Updated last year
- Openfold inference architecture for Amazon EKS☆11Oct 1, 2024Updated last year
- Example code for AWS Neuron SDK developers building inference and training applications☆158Mar 10, 2026Updated last week
- ☆133Updated this week
- Mistral on AWS examples for Bedrock & SageMaker☆90Mar 12, 2026Updated last week
- Contains example recipes that demonstrate how to build HPC systems using AWS services and solutions.☆90Mar 12, 2026Updated last week
- ☆17Mar 11, 2024Updated 2 years ago
- ☆12Dec 20, 2025Updated 2 months ago
- Serverless application to monitor an AWS Batch architecture through dashboards.☆64Dec 2, 2025Updated 3 months ago
- This solution demonstrates the setup and deployment of Amazon SageMaker Studio into a private VPC and implementation of multi-layer secur…☆22Jul 31, 2022Updated 3 years ago
- This repository contains examples for customers to get started using the Amazon Bedrock Service. This contains examples for all available…☆1,391Mar 11, 2026Updated last week
- ☆110Jan 16, 2025Updated last year
- Build Agentic AI solutions on AWS, using latest OSS Agentic Frameworks.☆241Updated this week
- ☆18Feb 5, 2025Updated last year
- This open-source project delivers a complete pipeline for converting multi-page documents (PDFs/images) into structured JSON using Vision…☆15Aug 4, 2025Updated 7 months ago
- ☆34Apr 10, 2025Updated 11 months ago
- ☆14May 29, 2024Updated last year
- ☆25Mar 6, 2026Updated last week
- ☆58Feb 10, 2026Updated last month
- This Guidance shows how to build an Amazon Elastic Compute Cloud (Amazon EC2) Spot placement score tracker to monitor unused Amazon EC2 S…☆48Feb 12, 2026Updated last month
- A curated list of resources for protein analysis on AWS☆31Jul 8, 2024Updated last year
- A modular and comprehensive solution to deploy a Multi-LLM and Multi-RAG powered chatbot (Amazon Bedrock, Anthropic, HuggingFace, OpenAI,…☆1,377Mar 6, 2026Updated last week
- Foundation Model Evaluations Library☆278Aug 7, 2025Updated 7 months ago