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Runpod AI Infrastructure Blog

Runpod product updates, AI infrastructure guides, GPU tutorials, and deployment patterns for developers building with cloud GPUs.

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Founder Series #1: The Runpod Origin Story
Pardeep Singh
February 7, 2025

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.

Learn AI
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How to Run a "Hello World" on Runpod Serverless
Brendan McKeag
February 6, 2025

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.

AI Infrastructure
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Mistral Small 3 Avoids Synthetic Data, Why That Matters
Brendan McKeag
February 1, 2025

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.

All
The Complete Guide to GPU Requirements for LLM Fine-Tuning
Brendan McKeag
January 29, 2025

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.

All
DeepSeek R1: What It Is and Why It Matters
Brendan McKeag
January 25, 2025

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.

All
How Do I Transfer Data Into My Runpod?
Brendan McKeag
January 17, 2025

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.

AI Workloads
All
What’s New for Serverless LLM Usage in Runpod (2025 Update)
Brendan McKeag
January 10, 2025

What’s New for Serverless LLM Usage in Runpod (2025 Update)

Runpod’s serverless platform continues to evolve, especially for LLM workloads. Learn what’s new in 2025 and how to make the most of fast, scalable deployments.

AI Infrastructure
All
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