https://peer.madiator.cloud/videos/watch/16c65121-8e90-4839-8154-d3d4e94e69af Get started with serverless today at https://www.runpod.io Learn how to deploy and configure serverless endpoints on Runpod in under 10 minutes! This tutorial walks you through the complete serverless workflow—from understanding how requests flow through queues to workers, to setting up handler functions and Docker files. We cover the three main deployment methods: building custom Docker images locally, using GitHub integration for rapid iteration, and deploying pre-built packages from the Runpod hub. You'll see a live demonstration using VLLM with the Qwen 2.5 0.5B model, showing exactly how to configure GPU specs, select regions, and manage worker pools. We also dive into the practical aspects of endpoint configuration, including GPU selection strategies (comparing A100s vs H100s), region restrictions for compliance or latency optimization, and rolling updates to apply configuration changes. You'll learn about cold starts—what causes them, why they happen, and how they're the trade-off for only paying for active compute time. By the end, you'll understand how to get your first serverless endpoint up and running, with follow-up videos planned to cover API integration, scaling strategies, and cold start mitigation techniques. Tue, 21 Jul 2026 20:53:23 GMT https://validator.w3.org/feed/docs/rss2.html PeerTube - https://peer.madiator.cloud https://peer.madiator.cloud/lazy-static/avatars/e2927aea-9e0a-454c-9327-68ec87b4da11.png https://peer.madiator.cloud/videos/watch/16c65121-8e90-4839-8154-d3d4e94e69af All rights reserved, unless otherwise specified in the terms specified at https://peer.madiator.cloud/about and potential licenses granted by each content's rightholder.