
Spot vs. On-Demand Instances: What's the Difference on Runpod?
Confused about the difference between spot and on-demand GPU instances? This guide explains how each works on Runpod, including pricing, reliability, and best use cases—so you can choose the right compute for your workload.
Cost Optimization

Easily Backup and Restore Using Runpod Cloud Sync and Backblaze B2 Cloud Storage
Learn how to use Runpod’s Cloud Sync with Backblaze B2 to back up and restore your Pod data efficiently. This guide explains setup, configuration steps, and benefits of using a cloud storage provider like Backblaze to avoid idle volume charges or accidental data loss.
AI Infrastructure

DIY Deep Learning Docker Container
Learn how to build your own Docker image tailored for deep learning, using TensorFlow as a base. This post walks through setting up a custom Dockerfile, installing essential packages like Jupyter Lab and OpenSSH, and pushing the image to Docker Hub for future reuse. Includes a full example of a start script to run services inside the container.
AI Infrastructure

How to Configure Basic Terminal Access on Runpod
A quick-start guide for accessing a custom Runpod container via basic terminal access, even if the container lacks SSH or exposed ports. This post walks through creating and uploading an SSH key, connecting via the terminal, and highlights the limitations of this method (e.g., no SCP support). Recommended for users running simple command-line tasks, not for full SSH workflows
AI Infrastructure