Serverless Docker tutorial or sample

Hi, where can I get a dockerfile deployment tutorial?
I'm interested of deploying a custom docker image on a serverless

3WaD•2/17/25, 6:39 PM

Developing a container image for RunPod isn't that much different. You can follow Docker tutorials: https://docs.docker.com/get-started/docker-concepts/building-images/writing-a-dockerfile/

Then read through https://docs.runpod.io/serverless/overview and see how endpoints, workers and handlers work.

In short: Make sure to use RunPod SDK and have a handler function as an entry point into your Python code.

You can also get inspired by already existing templates. Here are the official ones from the RunPod: https://github.com/runpod-workers

Docker Documentation

Writing a Dockerfile

This concept page will teach you how to create image using Dockerfile.

Overview | RunPod Documentation

Scale machine learning workloads with RunPod Serverless, offering flexible GPU computing for AI inference, training, and general compute, with pay-per-second pricing and fast deployment options for custom endpoints and handler functions.

GitHub

RunPod | Endpoints | Workers

Offical collection of worker repositories for serverless endpoints on RunPod. - RunPod | Endpoints | Workers

Serverless Docker tutorial or sample

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