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Runpod Blog

Our team’s insights on building better and scaling smarter.
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Intro to WebSocket Streaming with RunPod Serverless

This follow-up to our “Hello World” tutorial walks through streaming output from a RunPod Serverless endpoint using WebSocket and base64 files.
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AI Infrastructure

Founder Series #1: The Runpod Origin Story

Runpod CTO and co-founder Pardeep Singh shares the story behind the company, from late-night investor chats to early traction in the AI developer space.
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Learn AI

How to Run a "Hello World" on RunPod Serverless

New to serverless? This guide shows you how to deploy a basic "Hello World" API on RunPod Serverless using Docker—perfect for beginners testing their first worker.
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AI Infrastructure

Mistral Small 3 Avoids Synthetic Data—Why That Matters

Mistral Small 3 skips synthetic data entirely and still delivers strong performance. Here’s why that decision matters, and what it tells us about future model development.
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Hardware & Trends

The Complete Guide to GPU Requirements for LLM Fine-Tuning

Fine-tuning large language models can require hours or days of runtime. This guide walks through how to choose the right GPU spec for cost and performance.
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Hardware & Trends

DeepSeek R1: What It Is and Why It Matters

DeepSeek R1 is making waves in open-source AI—learn what it is, how it performs, and why developers are paying attention.
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Hardware & Trends

How Do I Transfer Data Into My Runpod?

Need to move files into your Runpod? This guide explains the fastest, most reliable ways to transfer large datasets into your pod—whether local or cloud-hosted.
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AI Workloads

Build what’s next.

The most cost-effective platform for building, training, and scaling machine learning models—ready when you are.