The Runpod Blog

Not sure why AI needs a GPU? This post breaks it down in plain English, from matrix math to model training, and shows how GPUs power modern AI workloads.

Learn how to deploy a lightweight Gemma 3 model to generate image captions using Runpod Serverless. This walkthrough includes setup, deployment, and.

Tired of usage limits or API costs? This guide walks you through switching from OpenAI’s API to your own self-hosted LLM using open-source models on Runpod.

Finished training your model in a Pod? This guide helps you decide when to switch to Serverless, what trade-offs to expect, and how to optimize for fast.

No GPU. No team. Just $5. This is how one solo developer used Runpod Serverless to build and deploy a working AI product, "AI for Dads", without writing.

Runpod now integrates directly with AI IDEs like Cursor and Claude Code using MCP. Launch Pods, deploy endpoints, and manage infrastructure, right from.

Alibaba's Qwen3 is here, with major performance improvements and a full range of models from 0.5B to 72B parameters. This post breaks down what's new, how.