Collection of best practices, reference architectures, model training examples and utilities to train large models on AWS.
☆465Jul 21, 2026Updated this week
Alternatives and similar repositories for awsome-distributed-ai
Users that are interested in awsome-distributed-ai are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Create and manage Amazon SageMaker HyperPod clusters, run distributed model training☆26Updated this week
- ☆64Jul 15, 2026Updated last week
- ☆13May 30, 2025Updated last year
- ☆99Jul 9, 2026Updated last week
- This Guidance demonstrates how to deploy a machine learning inference architecture on Amazon Elastic Kubernetes Service (Amazon EKS). It …☆44May 29, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 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
- A CLI tool that helps manage training jobs on the SageMaker HyperPod clusters orchestrated by Amazon EKS☆40Updated this week
- Scripts to customize AWS ParallelCluster☆30Jun 11, 2026Updated last month
- Deploy and scale distributed python applications on Amazon EKS using Ray☆20Apr 13, 2026Updated 3 months ago
- ☆15Jun 6, 2025Updated last year
- Create, List, Update, Delete Amazon EKS clusters. Deploy and manage software on EKS. Run distributed model training and inference example…☆66Jul 8, 2026Updated 2 weeks ago
- Foundation model benchmarking tool. Run any model on any AWS platform and benchmark for performance across instance type and serving stac…☆256Apr 11, 2025Updated last year
- Some crazy experiments☆35Sep 3, 2025Updated 10 months ago
- Cluster doctor skills☆14May 23, 2026Updated last month
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- A Streamlit app for exploring available AWS EC2 Capacity Blocks and SageMaker Training Plans across regions and instance types.☆22May 19, 2026Updated 2 months ago
- Openfold inference architecture for Amazon EKS☆11Oct 1, 2024Updated last year
- Create an Amazon EKS cluster and run a distributed training example☆29Aug 19, 2024Updated last year
- ☆17Mar 11, 2024Updated 2 years ago
- Notebooks and sample code for Build On Trainium☆48Jan 14, 2026Updated 6 months ago
- This collection of helper scripts/ and guides for AWS SageMaker HyperPod and ParallelCluster makes it easy to get started with large-scal…☆16Jun 18, 2026Updated last month
- Repository for training and deploying Generative AI models, including text-text, text-to-image generation and prompt engineering playgrou…☆215Updated this week
- ☆142Jul 14, 2026Updated last week
- ☆13Dec 20, 2025Updated 7 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- GCO is a platform that spins up EKS Auto Mode clusters across AWS regions, wired together with Global Accelerator for low-latency routing…☆38Updated this week
- Example code for AWS Neuron SDK developers building inference and training applications☆162Jul 15, 2026Updated last week
- Mistral on AWS examples for Bedrock & SageMaker☆91Jun 15, 2026Updated last month
- A do-framework project to simplify deployment of Kubeflow on Amazon EKS☆23Feb 18, 2025Updated last year
- Build Agentic AI solutions on AWS, using latest OSS Agentic Frameworks.☆261Jun 2, 2026Updated last month
- Monitoring Dashboard for AWS ParallelCluster AWS ParallelCluster & AWS PCS + Amazon RES virtual desktops☆41Updated this week
- This repository contains examples for customers to get started using the Amazon Bedrock Service. This contains examples for all available…☆1,477Updated this week
- AI on EKS - Tested AI/ML for Amazon Elastic Kubernetes Service☆200Updated this week
- ☆70Jun 22, 2026Updated 3 weeks ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- This Guidance demonstrates how to build an AI-assisted robot training and fleet management system using Amazon Bedrock foundation models …☆18Jun 17, 2026Updated last month
- Serverless application to monitor an AWS Batch architecture through dashboards.☆64Dec 2, 2025Updated 7 months ago
- Contains example recipes that demonstrate how to build HPC systems using AWS services and solutions.☆97Jun 19, 2026Updated last month
- This Guidance demonstrates how to streamline access to numerous large language models (LLMs) through a unified, industry-standard API gat…☆237Updated this week
- Manage AWS ParallelCluster through an easy to use web interface☆68Mar 13, 2023Updated 3 years ago
- Secure and scalable MLOps platform on AWS using Terraform.☆48Mar 11, 2026Updated 4 months ago
- Do Framework Definition☆17Sep 13, 2024Updated last year