Huolala Tech

May 29, 2025 · Artificial Intelligence

How LWS Enables Scalable Multi‑Node Large Model Deployment on Kubernetes

The article explains how the Dolphin AI platform tackles large‑model deployment challenges by replacing standard Kubernetes Deployments with LeaderWorkerSet, detailing its architecture, features, installation steps, example configurations, testing, scaling, rolling updates, fault recovery, and future roadmap for AI workloads.