{"repo":"cncf/k8s-ai-conformance","free":true,"listed":false,"github":"https://github.com/cncf/k8s-ai-conformance","clone":"git clone https://github.com/cncf/k8s-ai-conformance.git","description":"Kubernetes AI Conformance","language":"Go","stars":301,"topics":["ai","certification","conformance","kubernetes"],"license":"Apache-2.0","category":"deployment-docker-iac","readme_excerpt":"Kubernetes AI Conformance A standardized approach to running AI/ML workloads on Kubernetes Get Certified · Contribute · FAQ · AI Conformance Project If you're here to get certified, start at For Vendors. If you're here to help shape the program, jump to For Contributors. --- Table of Contents - What is this? - Getting Started - For Vendors - For Contributors - How Certification Works - Requirements Overview - Resources - Community --- What is this? The Kubernetes AI Conformance Program defines the capabilities a Kubernetes platform needs to reliably run AI and machine learning workloads. The goal is simple: if your AI application works on one conformant platform, it should work on others too—with fewer \"it works on my cluster\" surprises. Why does this matter? AI/ML workloads tend to stress clusters in unique ways (accelerators, bursty traffic, and strict isolation). Today, those capabilities vary across platforms. This program aims to: - Make AI/ML workloads more portable across Kubernetes platforms - Reduce platform-specific workarounds and \"it works on my cluster\" surprises - Give the AI tooling ecosystem a clear baseline to build and test against What workloads does this cover? We're focusing on the most common AI/ML use cases: - Training - Distributed or large training jobs that need accelerators and predictable scheduling - Inference - Model/LLM serving where latency, routing, and scaling matter - Agentic workloads - Multi-step workflows that combine tools, memory, and l","default_branch":null,"files":null,"tree":[],"storefront":"/r/cncf","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/cncf/k8s-ai-conformance/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."}