{"repo":"kitops-ml/kitops","free":true,"listed":false,"github":"https://github.com/kitops-ml/kitops","clone":"git clone https://github.com/kitops-ml/kitops.git","description":"An open source DevOps tool from the CNCF for packaging and versioning AI/ML models, datasets, code, and configuration into an OCI Artifact.","language":"Go","stars":1401,"topics":["ai","code","datasets","devops","devops-tools","ml","mlops","models","mlops-tools","gguf"],"license":"Apache-2.0","category":"deployment-docker-iac","readme_excerpt":"KitOps: Standards-based packaging & versioning for AI/ML projects Table of Contents - What is KitOps? - Try KitOps - How Teams Use KitOps - KitOps Architecture - Security and Compliance - KitOps by Role - Integrations - Community and Support What is KitOps? KitOps is a CNCF open source tool for packaging, versioning, and securely sharing AI/ML projects. Built on the same OCI (Open Container Initiative) technology that underlies containers, KitOps packages everything your model needs for development or production into a versioned and layered artifact stored in your existing container registry. It integrates with all your AI/ML, CI/CD, and DevOps tools. As part of the Kubernetes AI/ML technology stack, KitOps is the preferred solution for packaging, versioning, and managing AI assets in security-conscious enterprises, governments, and cloud operators who need to self-host AI models and agents. KitOps and the CNCF KitOps is governed by the CNCF (the same organization that manages Kubernetes, OpenTelemetry, and Prometheus). This video provides an outline of KitOps in the CNCF. KitOps is also the enterprise implementation of the CNCF ModelPack specification for a vendor-neutral AI/ML interchange format. The Kit CLI supports both ModelKit and ModelPack formats transparently. Contributing companies to ModelPack include Red Hat, PayPal, ANT Group, and ByteDance. Try KitOps in Under 15 Minutes 1. Install the CLI : for MacOS, Windows, and Linux. 2. Pack your first ModelKit : Either: Im","default_branch":null,"files":null,"tree":[],"storefront":"/r/kitops-ml","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/kitops-ml/kitops/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}