Popular GitHub Repositories for Containers

An open-source runtime for composable workflows. Great for AI agents and CI/CD.

Containers for machine learning

Machine Learning Containers for NVIDIA Jetson and JetPack-L4T

The goal of RamaLama is to make working with AI boring.

Backend.AI is a streamlined, container-based computing cluster platform that hosts popular computing/ML frameworks and diverse programming languages, with pluggable heterogeneous accelerator support including CUDA GPU, ROCm GPU, TPU, IPU and other NPUs.

Dockershrink is an AI Assistant that reduces the size of your application's Docker Image

A RAG app to ask questions about rows in a database table. Deployable on Azure Container Apps with PostgreSQL Flexible Server.

Integrated AI environment in the terminal. Build, test and instruct agents.

Kubernetes Scheduler for Deep Learning

Work with LLMs on a local environment using containers

Chassis turns machine learning models into portable container images that can run just about anywhere.

a simplified machine learning container platform that helps teams get started with an automated workflow

? modular open source LLM server, web and desktop app

Containerfiles including AI, game servers, bootc and even a rickroll.

Singularity recipe for AlphaFold

TwinGraph is a Python framework for distributed container orchestration using Kubernetes clusters, Docker Compose/Swarm or cloud resources on AWS (AWS Lambda, AWS Batch, Amazon EKS). Applications include high-throughput simulations, simulation-driven optimization, Digital Twins and machine learning.

BigBertha is an architecture design that demonstrates how automated LLMOps (Large Language Models Operations) can be achieved on any Kubernetes cluster using open source container-native technologies ?

Amazon Bedrock AI Karaoke is an interactive demonstration of Amazon Bedrock. Users complete the prompt with the microphone and choose the best response. Powered by Amazon Bedrock, Amazon Transcribe and Amazon ECS Anywhere.

Python implementation of Modzy MLOps Platform model container v2 specification

Quickstart guide incorporating hands-on demos & modern best practices for running AI/ML workloads on DigitalOcean.